[core] Make stepContext a global singleton to protect against module duplication and caching issues - #1591

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VaguelySerious merged 2 commits into
mainfrom
peter/issue-1577
Apr 3, 2026
Merged

[core] Make stepContext a global singleton to protect against module duplication and caching issues#1591
VaguelySerious merged 2 commits into
mainfrom
peter/issue-1577

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@VaguelySerious

@VaguelySeriousVaguelySerious commented Apr 2, 2026

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Summary

  • Fixes getWorkflowMetadata()/getStepMetadata() throwing "can only be called inside a workflow or step function" when called from a helper function outside the step body on Vercel deployments
  • Makes the step context AsyncLocalStorage a process-wide singleton via Symbol.for() on globalThis, preventing dual-instance issues when bundlers create multiple copies of the module
  • Adds unit tests for the singleton behavior and e2e regression test matching the exact repro pattern from the issue

Closes#1577
Closes#839

Test plan

  • Unit tests for singleton behavior (context-storage.test.ts)
  • E2e regression test (metadataFromHelperWorkflow) matching the exact repro pattern
  • All 563 existing core tests pass
  • CI passes
  • Vercel preview deployment validates the fix on actual Vercel infrastructure

🤖 Generated with Claude Code

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🦋 Changeset detected

Latest commit: c7b37f7

The changes in this PR will be included in the next version bump.

This PR includes changesets to release 16 packages
NameType
@workflow/corePatch
@workflow/buildersPatch
@workflow/cliPatch
@workflow/nextPatch
@workflow/nitroPatch
@workflow/vitestPatch
@workflow/web-sharedPatch
workflowPatch
@workflow/world-testingPatch
@workflow/astroPatch
@workflow/nestPatch
@workflow/rollupPatch
@workflow/sveltekitPatch
@workflow/vitePatch
@workflow/nuxtPatch
@workflow/aiPatch

Not sure what this means? Click here to learn what changesets are.

Click here if you're a maintainer who wants to add another changeset to this PR

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🧪 E2E Test Results

Some tests failed

Summary

PassedFailedSkippedTotal
✅ ▲ Vercel Production868067935
✅ 💻 Local Development84201781020
✅ 📦 Local Production84201781020
✅ 🐘 Local Postgres84201781020
✅ 🪟 Windows770885
❌ 🌍 Community Worlds1356024219
✅ 📋 Other213042255
Total3819606754554

❌ Failed Tests

🌍 Community Worlds (60 failed)

mongodb (2 failed):

  • hookWorkflow is not resumable via public webhook endpoint | wrun_01KNA8R0MP137B0BFAYTB23WRN
  • concurrent hook token conflict - two workflows cannot use the same hook token simultaneously | wrun_01KNA905WE7VYATFER855KKR3B

redis (2 failed):

  • hookWorkflow is not resumable via public webhook endpoint | wrun_01KNA8R0MP137B0BFAYTB23WRN
  • concurrent hook token conflict - two workflows cannot use the same hook token simultaneously | wrun_01KNA905WE7VYATFER855KKR3B

turso (56 failed):

  • addTenWorkflow | wrun_01KNA8PSR8BV0BRRTEGDGMJW3Y
  • addTenWorkflow | wrun_01KNA8PSR8BV0BRRTEGDGMJW3Y
  • wellKnownAgentWorkflow (.well-known/agent) | wrun_01KNA8R1E1V69600F59XX770B9
  • should work with react rendering in step
  • promiseAllWorkflow | wrun_01KNA8Q1V00RSKR61VMZXF6HBY
  • promiseRaceWorkflow | wrun_01KNA8Q6GJ5XNH30DGT9FGYGZJ
  • promiseAnyWorkflow | wrun_01KNA8Q8VAXBS02KW9FN8HHKNW
  • importedStepOnlyWorkflow | wrun_01KNA8RD46079T8ZP2DBMWMAE6
  • hookWorkflow | wrun_01KNA8QN5EW19DJDVVT6W72RJX
  • hookWorkflow is not resumable via public webhook endpoint | wrun_01KNA8R0MP137B0BFAYTB23WRN
  • webhookWorkflow | wrun_01KNA8R9K4MV9NGGTP9JY1KHTR
  • sleepingWorkflow | wrun_01KNA8RGTV7JZAC804VV53B1T5
  • parallelSleepWorkflow | wrun_01KNA8RWHX1A2DEYBFEBBHRANS
  • nullByteWorkflow | wrun_01KNA8S03YNF0MP52QJ97GG52W
  • workflowAndStepMetadataWorkflow | wrun_01KNA8S2WMTBY7G23YRF9XRM11
  • fetchWorkflow | wrun_01KNA8VTB6REGAC6K9YNJG0TE6
  • promiseRaceStressTestWorkflow | wrun_01KNA8VY2ETV7VGTT20F22CA4F
  • error handling error propagation workflow errors nested function calls preserve message and stack trace
  • error handling error propagation workflow errors cross-file imports preserve message and stack trace
  • error handling error propagation step errors basic step error preserves message and stack trace
  • error handling error propagation step errors cross-file step error preserves message and function names in stack
  • error handling retry behavior regular Error retries until success
  • error handling retry behavior FatalError fails immediately without retries
  • error handling retry behavior RetryableError respects custom retryAfter delay
  • error handling retry behavior maxRetries=0 disables retries
  • error handling catchability FatalError can be caught and detected with FatalError.is()
  • error handling not registered WorkflowNotRegisteredError fails the run when workflow does not exist
  • error handling not registered StepNotRegisteredError fails the step but workflow can catch it
  • error handling not registered StepNotRegisteredError fails the run when not caught in workflow
  • hookCleanupTestWorkflow - hook token reuse after workflow completion | wrun_01KNA8ZG05TQ0ESM6QT6FVPQAM
  • concurrent hook token conflict - two workflows cannot use the same hook token simultaneously | wrun_01KNA905WE7VYATFER855KKR3B
  • hookDisposeTestWorkflow - hook token reuse after explicit disposal while workflow still running | wrun_01KNA90VXC65PJRXW850ZWCDVV
  • stepFunctionPassingWorkflow - step function references can be passed as arguments (without closure vars) | wrun_01KNA91GKKATQN0MAN4GW4Q1CC
  • stepFunctionWithClosureWorkflow - step function with closure variables passed as argument | wrun_01KNA91SX9G5918KQJ3W92ANV5
  • closureVariableWorkflow - nested step functions with closure variables | wrun_01KNA91ZHT69WGWTB0DM83620N
  • spawnWorkflowFromStepWorkflow - spawning a child workflow using start() inside a step | wrun_01KNA921X0FQ1W7CZR6WCVKAQ6
  • health check (queue-based) - workflow and step endpoints respond to health check messages
  • pathsAliasWorkflow - TypeScript path aliases resolve correctly | wrun_01KNA92JDFF7A7C81HY30BJ5GQ
  • Calculator.calculate - static workflow method using static step methods from another class | wrun_01KNA92RD7TJVY2BY0MAEM3MJA
  • AllInOneService.processNumber - static workflow method using sibling static step methods | wrun_01KNA92ZB093DYKM5WCYGS43K0
  • ChainableService.processWithThis - static step methods using this to reference the class | wrun_01KNA9367D3AWWH54XXC0KN21C
  • thisSerializationWorkflow - step function invoked with .call() and .apply() | wrun_01KNA93D782JBVZNT411ZC36B4
  • customSerializationWorkflow - custom class serialization with WORKFLOW_SERIALIZE/WORKFLOW_DESERIALIZE | wrun_01KNA93M6REYABQVMW11NKCK7A
  • instanceMethodStepWorkflow - instance methods with "use step" directive | wrun_01KNA93W6B3NK2YHSGTRPCZF5N
  • crossContextSerdeWorkflow - classes defined in step code are deserializable in workflow context | wrun_01KNA947T5YM7MHVRF24F8W7H9
  • stepFunctionAsStartArgWorkflow - step function reference passed as start() argument | wrun_01KNA94FY7D8681ZRW0JPXX04P
  • cancelRun - cancelling a running workflow | wrun_01KNA94PS7RKXFHEWH3ZP902NG
  • cancelRun via CLI - cancelling a running workflow | wrun_01KNA950982GN8S3FHJR2JJ638
  • pages router addTenWorkflow via pages router
  • pages router promiseAllWorkflow via pages router
  • pages router sleepingWorkflow via pages router
  • hookWithSleepWorkflow - hook payloads delivered correctly with concurrent sleep | wrun_01KNA95CWKQXD34X0AFRW7K5FC
  • sleepInLoopWorkflow - sleep inside loop with steps actually delays each iteration | wrun_01KNA963GP477F5P4CXR5FDNR5
  • sleepWithSequentialStepsWorkflow - sequential steps work with concurrent sleep (control) | wrun_01KNA96DW29SEZWN6AP9E5TMV5
  • importMetaUrlWorkflow - import.meta.url is available in step bundles | wrun_01KNA96P2FY8CP9AJHWN281D2V
  • metadataFromHelperWorkflow - getWorkflowMetadata/getStepMetadata work from module-level helper (#1577) | wrun_01KNA96RBKDFHPH1609GNGNN8K

Details by Category

✅ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro7807
✅ example7807
✅ express7807
✅ fastify7807
✅ hono7807
✅ nextjs-turbopack8302
✅ nextjs-webpack8302
✅ nitro7807
✅ nuxt7807
✅ sveltekit7807
✅ vite7807
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable71014
✅ express-stable71014
✅ fastify-stable71014
✅ hono-stable71014
✅ nextjs-turbopack-canary60025
✅ nextjs-turbopack-stable7708
✅ nextjs-webpack-canary60025
✅ nextjs-webpack-stable7708
✅ nitro-stable71014
✅ nuxt-stable71014
✅ sveltekit-stable71014
✅ vite-stable71014
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable71014
✅ express-stable71014
✅ fastify-stable71014
✅ hono-stable71014
✅ nextjs-turbopack-canary60025
✅ nextjs-turbopack-stable7708
✅ nextjs-webpack-canary60025
✅ nextjs-webpack-stable7708
✅ nitro-stable71014
✅ nuxt-stable71014
✅ sveltekit-stable71014
✅ vite-stable71014
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable71014
✅ express-stable71014
✅ fastify-stable71014
✅ hono-stable71014
✅ nextjs-turbopack-canary60025
✅ nextjs-turbopack-stable7708
✅ nextjs-webpack-canary60025
✅ nextjs-webpack-stable7708
✅ nitro-stable71014
✅ nuxt-stable71014
✅ sveltekit-stable71014
✅ vite-stable71014
✅ 🪟 Windows
AppPassedFailedSkipped
✅ nextjs-turbopack7708
❌ 🌍 Community Worlds
AppPassedFailedSkipped
✅ mongodb-dev500
❌ mongodb5828
✅ redis-dev500
❌ redis5828
✅ turso-dev500
❌ turso4568
✅ 📋 Other
AppPassedFailedSkipped
✅ e2e-local-dev-nest-stable71014
✅ e2e-local-postgres-nest-stable71014
✅ e2e-local-prod-nest-stable71014

📋 View full workflow run

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📊 Benchmark Results

📈 Comparing against baseline from main branch. Green 🟢 = faster, Red 🔺 = slower.

workflow with no steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express0.042s (-1.6%)1.005s (~)0.963s101.00x
💻 LocalNitro0.043s (-16.5% 🟢)1.005s (~)0.962s101.02x
💻 LocalNext.js (Turbopack)0.049s1.005s0.957s101.15x
🌐 RedisNext.js (Turbopack)0.054s1.005s0.951s101.28x
🐘 PostgresNext.js (Turbopack)0.058s1.011s0.953s101.36x
🐘 PostgresExpress0.059s (-11.0% 🟢)1.011s (~)0.952s101.40x
🐘 PostgresNitro0.060s (+4.7%)1.011s (~)0.950s101.42x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express0.442s (-10.8% 🟢)2.431s (-4.1%)1.989s101.00x
▲ VercelNext.js (Turbopack)0.585s (-8.9% 🟢)2.712s (+11.1% 🔺)2.127s101.32x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.127s (-1.3%)2.006s (~)0.879s101.00x
🌐 RedisNext.js (Turbopack)1.127s2.007s0.879s101.00x
💻 LocalExpress1.131s (~)2.006s (~)0.875s101.00x
💻 LocalNext.js (Turbopack)1.134s2.006s0.872s101.01x
🐘 PostgresNext.js (Turbopack)1.138s2.011s0.873s101.01x
🐘 PostgresExpress1.144s (~)2.011s (~)0.866s101.02x
🐘 PostgresNitro1.151s (~)2.009s (~)0.858s101.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.103s (-0.7%)3.676s (-4.9%)1.573s101.00x
▲ VercelNext.js (Turbopack)2.395s (+5.6% 🔺)4.038s (+12.7% 🔺)1.643s101.14x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Next.js (Turbopack)10.820s11.024s0.203s31.00x
🐘 PostgresNext.js (Turbopack)10.821s11.018s0.197s31.00x
🌐 RedisNext.js (Turbopack)10.870s11.026s0.156s31.00x
🐘 PostgresNitro10.876s (~)11.023s (~)0.147s31.01x
🐘 PostgresExpress10.904s (~)11.023s (~)0.119s31.01x
💻 LocalNitro10.920s (-0.9%)11.024s (-2.9%)0.104s31.01x
💻 LocalExpress10.944s (~)11.023s (~)0.080s31.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express18.278s (+6.5% 🔺)19.811s (+3.7%)1.533s21.00x
▲ VercelNext.js (Turbopack)19.079s (+3.9%)21.213s (+5.5% 🔺)2.134s21.04x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)14.358s15.031s0.673s41.00x
🐘 PostgresNext.js (Turbopack)14.417s15.021s0.604s41.00x
🐘 PostgresNitro14.491s (~)15.021s (~)0.530s41.01x
🐘 PostgresExpress14.605s (~)15.022s (~)0.417s41.02x
💻 LocalNext.js (Turbopack)14.636s15.030s0.394s41.02x
💻 LocalNitro14.995s (-1.4%)15.279s (-4.7%)0.285s41.04x
💻 LocalExpress15.040s (+0.6%)15.529s (+3.3%)0.489s41.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)32.642s (-3.3%)34.633s (-2.1%)1.991s21.00x
▲ VercelExpress33.028s (+4.3%)34.675s (+4.0%)1.647s21.01x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)13.633s14.027s0.395s71.00x
🐘 PostgresNext.js (Turbopack)13.639s14.021s0.383s71.00x
🐘 PostgresNitro13.747s (-1.8%)14.021s (-3.9%)0.274s71.01x
🐘 PostgresExpress14.084s (~)15.022s (+3.9%)0.938s61.03x
💻 LocalNext.js (Turbopack)16.070s16.864s0.794s61.18x
💻 LocalNitro16.915s (-1.4%)17.031s (-5.6% 🟢)0.116s61.24x
💻 LocalExpress16.928s (+1.5%)17.364s (+2.0%)0.436s61.24x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express51.581s (-1.5%)53.389s (-1.2%)1.807s21.00x
▲ VercelNext.js (Turbopack)56.153s (+3.1%)58.058s (+4.7%)1.905s21.09x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.231s2.011s0.780s151.00x
🐘 PostgresExpress1.262s (~)2.014s (~)0.751s151.03x
🐘 PostgresNitro1.280s (+1.6%)2.011s (~)0.730s151.04x
🌐 RedisNext.js (Turbopack)1.304s2.007s0.703s151.06x
💻 LocalExpress1.493s (-3.1%)2.005s (~)0.512s151.21x
💻 LocalNext.js (Turbopack)1.520s2.006s0.485s151.24x
💻 LocalNitro1.530s (-2.3%)2.005s (~)0.475s151.24x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.281s (-3.5%)3.940s (-2.5%)1.659s81.00x
▲ VercelNext.js (Turbopack)2.427s (-12.8% 🟢)3.943s (+1.5%)1.516s81.06x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro2.306s (-0.8%)3.009s (~)0.703s101.00x
🐘 PostgresExpress2.336s (~)3.012s (~)0.675s101.01x
🐘 PostgresNext.js (Turbopack)2.383s3.010s0.627s101.03x
🌐 RedisNext.js (Turbopack)2.625s3.009s0.384s101.14x
💻 LocalNext.js (Turbopack)2.834s3.209s0.375s101.23x
💻 LocalExpress2.871s (-7.7% 🟢)3.309s (-17.5% 🟢)0.437s101.25x
💻 LocalNitro2.942s (-5.7% 🟢)3.761s (-3.2%)0.819s81.28x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.969s (-4.5%)4.357s (-3.8%)1.388s81.00x
▲ VercelExpress3.732s (+21.9% 🔺)5.491s (+15.7% 🔺)1.759s61.26x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro3.459s (~)4.009s (~)0.551s81.00x
🐘 PostgresExpress3.470s (~)4.013s (~)0.543s81.00x
🐘 PostgresNext.js (Turbopack)3.644s4.013s0.369s81.05x
🌐 RedisNext.js (Turbopack)4.236s5.012s0.776s61.22x
💻 LocalNext.js (Turbopack)8.095s8.769s0.675s42.34x
💻 LocalNitro8.464s (+1.0%)9.020s (~)0.556s42.45x
💻 LocalExpress8.738s (+7.2% 🔺)9.275s (+2.8%)0.537s42.53x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.913s (+1.8%)5.535s (~)1.622s61.00x
▲ VercelNext.js (Turbopack)3.933s (-5.0% 🟢)5.352s (-6.7% 🟢)1.419s61.01x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.219s2.010s0.791s151.00x
🐘 PostgresNitro1.245s (-1.0%)2.009s (~)0.764s151.02x
🐘 PostgresExpress1.259s (~)2.010s (~)0.751s151.03x
🌐 RedisNext.js (Turbopack)1.313s2.007s0.694s151.08x
💻 LocalExpress1.515s (-1.8%)2.006s (~)0.492s151.24x
💻 LocalNext.js (Turbopack)1.537s2.006s0.469s151.26x
💻 LocalNitro1.560s (~)2.006s (~)0.446s151.28x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.223s (-1.0%)3.944s (+9.6% 🔺)1.721s81.00x
▲ VercelExpress2.479s (+0.5%)4.147s (~)1.667s81.12x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro2.316s (~)3.009s (~)0.693s101.00x
🐘 PostgresExpress2.338s (~)3.012s (~)0.674s101.01x
🐘 PostgresNext.js (Turbopack)2.374s3.011s0.636s101.03x
🌐 RedisNext.js (Turbopack)2.552s3.008s0.456s101.10x
💻 LocalNext.js (Turbopack)2.912s3.564s0.652s91.26x
💻 LocalExpress3.031s (-2.5%)3.760s (-3.2%)0.729s81.31x
💻 LocalNitro3.212s (~)4.010s (+3.2%)0.798s81.39x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.525s (-2.5%)3.989s (+0.9%)1.464s81.00x
▲ VercelNext.js (Turbopack)3.402s (+16.8% 🔺)5.045s (+26.3% 🔺)1.643s61.35x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express3.473s (~)4.010s (~)0.538s81.00x
🐘 PostgresNitro3.475s (~)4.010s (~)0.536s81.00x
🐘 PostgresNext.js (Turbopack)3.657s4.013s0.356s81.05x
🌐 RedisNext.js (Turbopack)4.134s5.012s0.878s61.19x
💻 LocalNext.js (Turbopack)8.223s8.769s0.546s42.37x
💻 LocalNitro9.022s (+0.8%)9.771s (+5.4% 🔺)0.750s42.60x
💻 LocalExpress9.027s (~)9.522s (~)0.495s42.60x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.514s (+5.2% 🔺)5.167s (+7.1% 🔺)1.653s61.00x
▲ VercelNext.js (Turbopack)4.218s (+14.7% 🔺)6.120s (+19.3% 🔺)1.902s51.20x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)0.769s1.005s0.236s601.00x
🐘 PostgresNext.js (Turbopack)0.788s1.023s0.235s591.02x
🐘 PostgresNitro0.813s (-1.7%)1.007s (~)0.194s601.06x
💻 LocalNext.js (Turbopack)0.845s1.005s0.159s601.10x
🐘 PostgresExpress0.849s (~)1.007s (~)0.159s601.10x
💻 LocalExpress1.004s (+0.6%)1.338s (-6.0% 🟢)0.334s451.31x
💻 LocalNitro1.009s (-1.6%)1.611s (-15.8% 🟢)0.602s381.31x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express9.044s (-7.8% 🟢)10.959s (-9.2% 🟢)1.914s61.00x
▲ VercelNext.js (Turbopack)10.069s (-1.7%)12.322s (+3.9%)2.253s61.11x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)1.790s2.006s0.217s451.00x
🐘 PostgresNext.js (Turbopack)1.872s2.076s0.204s441.05x
🐘 PostgresNitro1.915s (-2.4%)2.054s (-4.6%)0.138s441.07x
🐘 PostgresExpress1.982s (-2.0%)2.342s (-12.8% 🟢)0.360s391.11x
💻 LocalNext.js (Turbopack)2.690s3.008s0.318s301.50x
💻 LocalExpress3.045s (+1.0%)3.586s (-0.6%)0.541s261.70x
💻 LocalNitro3.060s (-0.9%)3.801s (-5.2% 🟢)0.741s241.71x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express27.192s (-9.8% 🟢)29.080s (-9.1% 🟢)1.888s41.00x
▲ VercelNext.js (Turbopack)29.273s (-2.7%)31.220s (-1.4%)1.947s31.08x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)3.604s4.009s0.405s301.00x
🐘 PostgresNext.js (Turbopack)3.697s4.011s0.314s301.03x
🐘 PostgresNitro3.883s (-3.4%)4.110s (-9.3% 🟢)0.227s301.08x
🐘 PostgresExpress4.138s (+2.0%)4.931s (+3.1%)0.794s251.15x
💻 LocalNext.js (Turbopack)8.702s9.018s0.315s142.41x
💻 LocalNitro9.194s (-2.3%)10.019s (~)0.825s122.55x
💻 LocalExpress9.350s (+2.3%)9.787s (+1.6%)0.437s132.59x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express71.160s (-14.8% 🟢)72.955s (-15.0% 🟢)1.795s21.00x
▲ VercelNext.js (Turbopack)77.068s (-7.9% 🟢)78.794s (-8.3% 🟢)1.726s21.08x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.252s1.008s0.756s601.00x
🐘 PostgresNitro0.284s (+3.9%)1.008s (~)0.724s601.13x
🐘 PostgresExpress0.284s (+2.0%)1.008s (~)0.724s601.13x
🌐 RedisNext.js (Turbopack)0.295s1.005s0.710s601.17x
💻 LocalNext.js (Turbopack)0.587s1.005s0.418s602.33x
💻 LocalExpress0.605s (+4.0%)1.005s (~)0.400s602.40x
💻 LocalNitro0.606s (-11.3% 🟢)1.005s (-3.4%)0.399s602.40x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.882s (-5.6% 🟢)3.495s (-8.7% 🟢)1.612s181.00x
▲ VercelExpress1.933s (+22.6% 🔺)3.342s (+7.7% 🔺)1.409s181.03x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.469s1.007s0.538s901.00x
🐘 PostgresNitro0.487s (~)1.007s (~)0.520s901.04x
🐘 PostgresExpress0.494s (-0.7%)1.008s (~)0.513s901.05x
🌐 RedisNext.js (Turbopack)1.244s2.006s0.762s452.65x
💻 LocalNitro2.450s (-3.2%)3.009s (~)0.559s305.22x
💻 LocalExpress2.560s (~)3.009s (~)0.448s305.45x
💻 LocalNext.js (Turbopack)2.612s3.009s0.397s305.56x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.670s (-24.7% 🟢)4.246s (-20.4% 🟢)1.576s221.00x
▲ VercelNext.js (Turbopack)3.682s (-18.9% 🟢)5.352s (-12.4% 🟢)1.670s171.38x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.744s1.015s0.271s1191.00x
🐘 PostgresNitro0.770s (~)1.008s (~)0.238s1201.03x
🐘 PostgresExpress0.783s (-1.1%)1.009s (~)0.225s1191.05x
🌐 RedisNext.js (Turbopack)2.831s3.136s0.305s393.80x
💻 LocalNext.js (Turbopack)10.931s11.391s0.460s1114.68x
💻 LocalNitro11.057s (-2.6%)11.482s (-3.8%)0.425s1114.85x
💻 LocalExpress11.257s (~)11.756s (-1.5%)0.498s1115.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express7.626s (-7.6% 🟢)9.342s (-4.6%)1.717s131.00x
▲ VercelNext.js (Turbopack)90.118s (+988.5% 🔺)91.958s (+844.5% 🔺)1.840s611.82x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Next.js (Turbopack)0.171s1.002s0.013s1.018s0.847s101.00x
🌐 RedisNext.js (Turbopack)0.190s1.001s0.002s1.008s0.818s101.11x
🐘 PostgresNext.js (Turbopack)0.193s1.001s0.002s1.010s0.817s101.13x
🐘 PostgresExpress0.202s (-0.9%)0.995s (~)0.002s (+28.6% 🔺)1.009s (~)0.807s101.18x
💻 LocalExpress0.205s (+0.8%)1.003s (~)0.011s (-8.3% 🟢)1.017s (~)0.812s101.20x
💻 LocalNitro0.209s (-4.2%)1.003s (~)0.012s (+6.3% 🔺)1.018s (~)0.809s101.22x
🐘 PostgresNitro0.211s (+1.1%)0.992s (~)0.001s (-13.3% 🟢)1.010s (~)0.799s101.23x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express1.775s (-3.5%)2.987s (+1.0%)0.499s (-15.2% 🟢)4.122s (-2.9%)2.347s101.00x
▲ VercelNext.js (Turbopack)1.929s (-3.7%)3.203s (+7.5% 🔺)0.570s (-15.3% 🟢)4.401s (+4.9%)2.472s101.09x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)0.498s1.001s0.003s1.012s0.513s601.00x
🐘 PostgresNitro0.589s (-2.5%)1.001s (~)0.004s (+1.3%)1.022s (~)0.433s591.18x
🐘 PostgresNext.js (Turbopack)0.596s1.008s0.007s1.025s0.429s591.20x
🐘 PostgresExpress0.633s (+2.7%)1.004s (~)0.006s (+40.7% 🔺)1.026s (~)0.393s591.27x
💻 LocalNext.js (Turbopack)0.656s1.008s0.008s1.022s0.365s591.32x
💻 LocalNitro0.725s (-4.6%)1.010s (~)0.009s (-5.3% 🟢)1.023s (~)0.298s591.46x
💻 LocalExpress0.736s (+1.7%)1.011s (~)0.009s (+8.1% 🔺)1.024s (~)0.288s591.48x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express4.268s (-1.0%)5.366s (-1.9%)0.211s (-8.7% 🟢)6.147s (-4.9%)1.879s101.00x
▲ VercelNext.js (Turbopack)4.567s (-22.3% 🟢)5.568s (-19.7% 🟢)0.191s (-54.9% 🟢)6.446s (-18.7% 🟢)1.879s101.07x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)0.900s1.017s0.000s1.021s0.121s591.00x
🐘 PostgresNext.js (Turbopack)0.924s1.155s0.000s1.163s0.239s521.03x
🐘 PostgresNitro0.928s (-4.9%)1.084s (-6.9% 🟢)0.000s (-5.5% 🟢)1.099s (-7.4% 🟢)0.171s551.03x
🐘 PostgresExpress0.946s (-3.2%)1.191s (-0.6%)0.000s (+Infinity% 🔺)1.204s (-2.6%)0.259s511.05x
💻 LocalNitro1.266s (-2.3%)2.021s (~)0.001s (+36.4% 🔺)2.024s (~)0.758s301.41x
💻 LocalNext.js (Turbopack)1.269s2.021s0.000s2.025s0.756s301.41x
💻 LocalExpress1.272s (+2.0%)2.019s (~)0.000s (-25.0% 🟢)2.022s (~)0.751s301.41x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.721s (-9.4% 🟢)3.630s (-11.4% 🟢)0.000s (-95.9% 🟢)4.232s (-12.1% 🟢)1.511s151.00x
▲ VercelNext.js (Turbopack)3.141s (-3.7%)4.418s (+7.1% 🔺)0.000s (+Infinity% 🔺)5.074s (+8.3% 🔺)1.933s121.15x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

fan-out fan-in 10 streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)1.652s2.035s0.000s2.040s0.388s301.00x
🐘 PostgresNitro1.732s (+1.0%)2.102s (~)0.000s (+3.6%)2.145s (+1.5%)0.413s281.05x
🐘 PostgresExpress1.769s (+1.1%)2.175s (+5.2% 🔺)0.000s (+Infinity% 🔺)2.205s (+4.8%)0.435s281.07x
🐘 PostgresNext.js (Turbopack)1.786s2.145s0.000s2.157s0.371s281.08x
💻 LocalNitro3.590s (-3.9%)4.100s (-3.2%)0.001s (-9.1% 🟢)4.104s (-3.2%)0.514s152.17x
💻 LocalNext.js (Turbopack)3.610s4.098s0.001s4.103s0.492s152.19x
💻 LocalExpress3.711s (+2.5%)4.300s (+4.9%)0.001s (+42.9% 🔺)4.303s (+4.9%)0.592s152.25x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.875s (+3.7%)5.036s (~)0.000s (-100.0% 🟢)5.680s (+0.5%)1.805s111.00x
▲ VercelNext.js (Turbopack)5.862s (+11.2% 🔺)7.131s (+14.6% 🔺)0.000s (NaN%)7.722s (+14.1% 🔺)1.860s81.51x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalNext.js (Turbopack)14/21
🐘 PostgresNext.js (Turbopack)15/21
▲ VercelExpress17/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres19/21
Next.js (Turbopack)🌐 Redis9/21
Nitro🐘 Postgres18/21
Column Definitions
  • Workflow Time: Runtime reported by workflow (completedAt - createdAt) - primary metric
  • TTFB: Time to First Byte - time from workflow start until first stream byte received (stream benchmarks only)
  • Slurp: Time from first byte to complete stream consumption (stream benchmarks only)
  • Wall Time: Total testbench time (trigger workflow + poll for result)
  • Overhead: Testbench overhead (Wall Time - Workflow Time)
  • Samples: Number of benchmark iterations run
  • vs Fastest: How much slower compared to the fastest configuration for this benchmark

Worlds:

  • 💻 Local: In-memory filesystem world (local development)
  • 🐘 Postgres: PostgreSQL database world (local development)
  • ▲ Vercel: Vercel production/preview deployment
  • 🌐 Turso: Community world (local development)
  • 🌐 MongoDB: Community world (local development)
  • 🌐 Redis: Community world (local development)
  • 🌐 Jazz: Community world (local development)

📋 View full workflow run


Some benchmark jobs failed:

  • Local: success
  • Postgres: success
  • Vercel: failure

Check the workflow run for details.

When bundlers (e.g. Vercel's production bundler) create multiple copies
of the context-storage module, two separate AsyncLocalStorage instances
are created. The step handler sets context on one instance, but
getWorkflowMetadata()/getStepMetadata() reads from the other, causing
the store to appear empty.
Fix by storing the AsyncLocalStorage instance on globalThis using
Symbol.for(), guaranteeing a single shared instance regardless of how
many times the module is loaded. This mirrors the pattern already used
by the workflow VM context (WORKFLOW_CONTEXT symbol).
Closes#1577
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
@VaguelySerious
VaguelySerious marked this pull request as ready for review April 2, 2026 17:45
@VaguelySerious
VaguelySerious requested a review from a team as a code ownerApril 2, 2026 17:45

@karthikscale3karthikscale3 left a comment

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AI review: Approve — correct fix, follows the established Symbol.for() + globalThis singleton pattern already used in 11+ places across @workflow/core (symbols.ts, runtime/world.ts, get-workflow-metadata.ts). No regression risk — validated on all 11 Vercel preview deployments (868 passed, 0 new failures). Will let Pranay and Nate take a pass at this as well.

@pablodecm

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Fix seems to work to fix #1577 in realistic/production like setting (after forcing vercel not to use build cache).

Comment thread.changeset/fix-step-context-singleton.md Outdated
Comment threadpackages/core/src/step/context-storage.ts
Co-authored-by: Peter Wielander <mittgfu@gmail.com>
Signed-off-by: Peter Wielander <mittgfu@gmail.com>
@VaguelySeriousVaguelySerious changed the title [core] Fix step context singleton for Vercel deployments[core] Enforce single ALS context to protect against duplicate module and caching issuesApr 3, 2026
@VaguelySerious
VaguelySerious enabled auto-merge (squash) April 3, 2026 18:59
@VaguelySeriousVaguelySerious changed the title [core] Enforce single ALS context to protect against duplicate module and caching issues[core] Enforce single module context to protect against duplicate module and caching issuesApr 3, 2026
@VaguelySeriousVaguelySerious changed the title [core] Enforce single module context to protect against duplicate module and caching issues[core] Make stepContext a global singleton to protect against module duplication and caching issuesApr 3, 2026

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Clean, well-scoped fix. The Symbol.for() + globalThis singleton pattern is the standard approach for ensuring a single instance across duplicated modules, and it's implemented correctly here.

What I verified:

  1. Singleton pattern is correct — The ?? + assignment expression atomically checks-and-sets the global slot. Symbol.for('WORKFLOW_STEP_CONTEXT_STORAGE') guarantees the same symbol across module copies (unlike Symbol() which creates unique symbols).

  2. @__PURE__ correctly removed — The old /* @__PURE__ */ new AsyncLocalStorage() told tree-shakers the expression was side-effect-free. The new expression writes to globalThis, so removing it is correct.

  3. All 21 callers of contextStorage use .run() or .getStore() — none create their own instance. The fix ensures they all reference the same AsyncLocalStorage regardless of how many copies of the module exist.

  4. Extracted StepContext type — Good refactor. The inline type was getting unwieldy.

  5. Unit tests cover the three important properties: same instance across imports, stored on globalThis via Symbol.for(), and context propagation between separately-constructed references.

  6. E2e test directly reproduces the #1577 pattern — helper function at module scope calling getWorkflowMetadata()/getStepMetadata() outside the step body.

  7. Changeset is correctly patch and accurately describes the fix as defense-in-depth.

LGTM.

@VaguelySerious
VaguelySerious merged commit d8aaf27 into mainApr 3, 2026
103 of 105 checks passed
@VaguelySerious
VaguelySerious deleted the peter/issue-1577 branch April 3, 2026 20:47
@ghostghost mentioned this pull request Apr 3, 2026
@ghostghost mentioned this pull request Apr 7, 2026
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Successfully merging this pull request may close these issues.

Vercel World Regression: getWorkflowMetadata() fully breaking runs AsyncLocalStorage context lost in tool execution (regression in beta.40)

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@VaguelySerious@pablodecm@TooTallNate@karthikscale3
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[core] Make stepContext a global singleton to protect against module duplication and caching issues - #1591

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VaguelySerious merged 2 commits into
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peter/issue-1577
Apr 3, 2026
Merged

[core] Make stepContext a global singleton to protect against module duplication and caching issues#1591
VaguelySerious merged 2 commits into
mainfrom
peter/issue-1577

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@VaguelySeriousVaguelySerious commented Apr 2, 2026

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Summary

  • Fixes getWorkflowMetadata()/getStepMetadata() throwing "can only be called inside a workflow or step function" when called from a helper function outside the step body on Vercel deployments
  • Makes the step context AsyncLocalStorage a process-wide singleton via Symbol.for() on globalThis, preventing dual-instance issues when bundlers create multiple copies of the module
  • Adds unit tests for the singleton behavior and e2e regression test matching the exact repro pattern from the issue

Closes#1577
Closes#839

Test plan

  • Unit tests for singleton behavior (context-storage.test.ts)
  • E2e regression test (metadataFromHelperWorkflow) matching the exact repro pattern
  • All 563 existing core tests pass
  • CI passes
  • Vercel preview deployment validates the fix on actual Vercel infrastructure

🤖 Generated with Claude Code

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changeset-botBot commented Apr 2, 2026

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🦋 Changeset detected

Latest commit: c7b37f7

The changes in this PR will be included in the next version bump.

This PR includes changesets to release 16 packages
NameType
@workflow/corePatch
@workflow/buildersPatch
@workflow/cliPatch
@workflow/nextPatch
@workflow/nitroPatch
@workflow/vitestPatch
@workflow/web-sharedPatch
workflowPatch
@workflow/world-testingPatch
@workflow/astroPatch
@workflow/nestPatch
@workflow/rollupPatch
@workflow/sveltekitPatch
@workflow/vitePatch
@workflow/nuxtPatch
@workflow/aiPatch

Not sure what this means? Click here to learn what changesets are.

Click here if you're a maintainer who wants to add another changeset to this PR

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🧪 E2E Test Results

Some tests failed

Summary

PassedFailedSkippedTotal
✅ ▲ Vercel Production868067935
✅ 💻 Local Development84201781020
✅ 📦 Local Production84201781020
✅ 🐘 Local Postgres84201781020
✅ 🪟 Windows770885
❌ 🌍 Community Worlds1356024219
✅ 📋 Other213042255
Total3819606754554

❌ Failed Tests

🌍 Community Worlds (60 failed)

mongodb (2 failed):

  • hookWorkflow is not resumable via public webhook endpoint | wrun_01KNA8R0MP137B0BFAYTB23WRN
  • concurrent hook token conflict - two workflows cannot use the same hook token simultaneously | wrun_01KNA905WE7VYATFER855KKR3B

redis (2 failed):

  • hookWorkflow is not resumable via public webhook endpoint | wrun_01KNA8R0MP137B0BFAYTB23WRN
  • concurrent hook token conflict - two workflows cannot use the same hook token simultaneously | wrun_01KNA905WE7VYATFER855KKR3B

turso (56 failed):

  • addTenWorkflow | wrun_01KNA8PSR8BV0BRRTEGDGMJW3Y
  • addTenWorkflow | wrun_01KNA8PSR8BV0BRRTEGDGMJW3Y
  • wellKnownAgentWorkflow (.well-known/agent) | wrun_01KNA8R1E1V69600F59XX770B9
  • should work with react rendering in step
  • promiseAllWorkflow | wrun_01KNA8Q1V00RSKR61VMZXF6HBY
  • promiseRaceWorkflow | wrun_01KNA8Q6GJ5XNH30DGT9FGYGZJ
  • promiseAnyWorkflow | wrun_01KNA8Q8VAXBS02KW9FN8HHKNW
  • importedStepOnlyWorkflow | wrun_01KNA8RD46079T8ZP2DBMWMAE6
  • hookWorkflow | wrun_01KNA8QN5EW19DJDVVT6W72RJX
  • hookWorkflow is not resumable via public webhook endpoint | wrun_01KNA8R0MP137B0BFAYTB23WRN
  • webhookWorkflow | wrun_01KNA8R9K4MV9NGGTP9JY1KHTR
  • sleepingWorkflow | wrun_01KNA8RGTV7JZAC804VV53B1T5
  • parallelSleepWorkflow | wrun_01KNA8RWHX1A2DEYBFEBBHRANS
  • nullByteWorkflow | wrun_01KNA8S03YNF0MP52QJ97GG52W
  • workflowAndStepMetadataWorkflow | wrun_01KNA8S2WMTBY7G23YRF9XRM11
  • fetchWorkflow | wrun_01KNA8VTB6REGAC6K9YNJG0TE6
  • promiseRaceStressTestWorkflow | wrun_01KNA8VY2ETV7VGTT20F22CA4F
  • error handling error propagation workflow errors nested function calls preserve message and stack trace
  • error handling error propagation workflow errors cross-file imports preserve message and stack trace
  • error handling error propagation step errors basic step error preserves message and stack trace
  • error handling error propagation step errors cross-file step error preserves message and function names in stack
  • error handling retry behavior regular Error retries until success
  • error handling retry behavior FatalError fails immediately without retries
  • error handling retry behavior RetryableError respects custom retryAfter delay
  • error handling retry behavior maxRetries=0 disables retries
  • error handling catchability FatalError can be caught and detected with FatalError.is()
  • error handling not registered WorkflowNotRegisteredError fails the run when workflow does not exist
  • error handling not registered StepNotRegisteredError fails the step but workflow can catch it
  • error handling not registered StepNotRegisteredError fails the run when not caught in workflow
  • hookCleanupTestWorkflow - hook token reuse after workflow completion | wrun_01KNA8ZG05TQ0ESM6QT6FVPQAM
  • concurrent hook token conflict - two workflows cannot use the same hook token simultaneously | wrun_01KNA905WE7VYATFER855KKR3B
  • hookDisposeTestWorkflow - hook token reuse after explicit disposal while workflow still running | wrun_01KNA90VXC65PJRXW850ZWCDVV
  • stepFunctionPassingWorkflow - step function references can be passed as arguments (without closure vars) | wrun_01KNA91GKKATQN0MAN4GW4Q1CC
  • stepFunctionWithClosureWorkflow - step function with closure variables passed as argument | wrun_01KNA91SX9G5918KQJ3W92ANV5
  • closureVariableWorkflow - nested step functions with closure variables | wrun_01KNA91ZHT69WGWTB0DM83620N
  • spawnWorkflowFromStepWorkflow - spawning a child workflow using start() inside a step | wrun_01KNA921X0FQ1W7CZR6WCVKAQ6
  • health check (queue-based) - workflow and step endpoints respond to health check messages
  • pathsAliasWorkflow - TypeScript path aliases resolve correctly | wrun_01KNA92JDFF7A7C81HY30BJ5GQ
  • Calculator.calculate - static workflow method using static step methods from another class | wrun_01KNA92RD7TJVY2BY0MAEM3MJA
  • AllInOneService.processNumber - static workflow method using sibling static step methods | wrun_01KNA92ZB093DYKM5WCYGS43K0
  • ChainableService.processWithThis - static step methods using this to reference the class | wrun_01KNA9367D3AWWH54XXC0KN21C
  • thisSerializationWorkflow - step function invoked with .call() and .apply() | wrun_01KNA93D782JBVZNT411ZC36B4
  • customSerializationWorkflow - custom class serialization with WORKFLOW_SERIALIZE/WORKFLOW_DESERIALIZE | wrun_01KNA93M6REYABQVMW11NKCK7A
  • instanceMethodStepWorkflow - instance methods with "use step" directive | wrun_01KNA93W6B3NK2YHSGTRPCZF5N
  • crossContextSerdeWorkflow - classes defined in step code are deserializable in workflow context | wrun_01KNA947T5YM7MHVRF24F8W7H9
  • stepFunctionAsStartArgWorkflow - step function reference passed as start() argument | wrun_01KNA94FY7D8681ZRW0JPXX04P
  • cancelRun - cancelling a running workflow | wrun_01KNA94PS7RKXFHEWH3ZP902NG
  • cancelRun via CLI - cancelling a running workflow | wrun_01KNA950982GN8S3FHJR2JJ638
  • pages router addTenWorkflow via pages router
  • pages router promiseAllWorkflow via pages router
  • pages router sleepingWorkflow via pages router
  • hookWithSleepWorkflow - hook payloads delivered correctly with concurrent sleep | wrun_01KNA95CWKQXD34X0AFRW7K5FC
  • sleepInLoopWorkflow - sleep inside loop with steps actually delays each iteration | wrun_01KNA963GP477F5P4CXR5FDNR5
  • sleepWithSequentialStepsWorkflow - sequential steps work with concurrent sleep (control) | wrun_01KNA96DW29SEZWN6AP9E5TMV5
  • importMetaUrlWorkflow - import.meta.url is available in step bundles | wrun_01KNA96P2FY8CP9AJHWN281D2V
  • metadataFromHelperWorkflow - getWorkflowMetadata/getStepMetadata work from module-level helper (#1577) | wrun_01KNA96RBKDFHPH1609GNGNN8K

Details by Category

✅ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro7807
✅ example7807
✅ express7807
✅ fastify7807
✅ hono7807
✅ nextjs-turbopack8302
✅ nextjs-webpack8302
✅ nitro7807
✅ nuxt7807
✅ sveltekit7807
✅ vite7807
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable71014
✅ express-stable71014
✅ fastify-stable71014
✅ hono-stable71014
✅ nextjs-turbopack-canary60025
✅ nextjs-turbopack-stable7708
✅ nextjs-webpack-canary60025
✅ nextjs-webpack-stable7708
✅ nitro-stable71014
✅ nuxt-stable71014
✅ sveltekit-stable71014
✅ vite-stable71014
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable71014
✅ express-stable71014
✅ fastify-stable71014
✅ hono-stable71014
✅ nextjs-turbopack-canary60025
✅ nextjs-turbopack-stable7708
✅ nextjs-webpack-canary60025
✅ nextjs-webpack-stable7708
✅ nitro-stable71014
✅ nuxt-stable71014
✅ sveltekit-stable71014
✅ vite-stable71014
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable71014
✅ express-stable71014
✅ fastify-stable71014
✅ hono-stable71014
✅ nextjs-turbopack-canary60025
✅ nextjs-turbopack-stable7708
✅ nextjs-webpack-canary60025
✅ nextjs-webpack-stable7708
✅ nitro-stable71014
✅ nuxt-stable71014
✅ sveltekit-stable71014
✅ vite-stable71014
✅ 🪟 Windows
AppPassedFailedSkipped
✅ nextjs-turbopack7708
❌ 🌍 Community Worlds
AppPassedFailedSkipped
✅ mongodb-dev500
❌ mongodb5828
✅ redis-dev500
❌ redis5828
✅ turso-dev500
❌ turso4568
✅ 📋 Other
AppPassedFailedSkipped
✅ e2e-local-dev-nest-stable71014
✅ e2e-local-postgres-nest-stable71014
✅ e2e-local-prod-nest-stable71014

📋 View full workflow run

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📊 Benchmark Results

📈 Comparing against baseline from main branch. Green 🟢 = faster, Red 🔺 = slower.

workflow with no steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express0.042s (-1.6%)1.005s (~)0.963s101.00x
💻 LocalNitro0.043s (-16.5% 🟢)1.005s (~)0.962s101.02x
💻 LocalNext.js (Turbopack)0.049s1.005s0.957s101.15x
🌐 RedisNext.js (Turbopack)0.054s1.005s0.951s101.28x
🐘 PostgresNext.js (Turbopack)0.058s1.011s0.953s101.36x
🐘 PostgresExpress0.059s (-11.0% 🟢)1.011s (~)0.952s101.40x
🐘 PostgresNitro0.060s (+4.7%)1.011s (~)0.950s101.42x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express0.442s (-10.8% 🟢)2.431s (-4.1%)1.989s101.00x
▲ VercelNext.js (Turbopack)0.585s (-8.9% 🟢)2.712s (+11.1% 🔺)2.127s101.32x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.127s (-1.3%)2.006s (~)0.879s101.00x
🌐 RedisNext.js (Turbopack)1.127s2.007s0.879s101.00x
💻 LocalExpress1.131s (~)2.006s (~)0.875s101.00x
💻 LocalNext.js (Turbopack)1.134s2.006s0.872s101.01x
🐘 PostgresNext.js (Turbopack)1.138s2.011s0.873s101.01x
🐘 PostgresExpress1.144s (~)2.011s (~)0.866s101.02x
🐘 PostgresNitro1.151s (~)2.009s (~)0.858s101.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.103s (-0.7%)3.676s (-4.9%)1.573s101.00x
▲ VercelNext.js (Turbopack)2.395s (+5.6% 🔺)4.038s (+12.7% 🔺)1.643s101.14x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Next.js (Turbopack)10.820s11.024s0.203s31.00x
🐘 PostgresNext.js (Turbopack)10.821s11.018s0.197s31.00x
🌐 RedisNext.js (Turbopack)10.870s11.026s0.156s31.00x
🐘 PostgresNitro10.876s (~)11.023s (~)0.147s31.01x
🐘 PostgresExpress10.904s (~)11.023s (~)0.119s31.01x
💻 LocalNitro10.920s (-0.9%)11.024s (-2.9%)0.104s31.01x
💻 LocalExpress10.944s (~)11.023s (~)0.080s31.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express18.278s (+6.5% 🔺)19.811s (+3.7%)1.533s21.00x
▲ VercelNext.js (Turbopack)19.079s (+3.9%)21.213s (+5.5% 🔺)2.134s21.04x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)14.358s15.031s0.673s41.00x
🐘 PostgresNext.js (Turbopack)14.417s15.021s0.604s41.00x
🐘 PostgresNitro14.491s (~)15.021s (~)0.530s41.01x
🐘 PostgresExpress14.605s (~)15.022s (~)0.417s41.02x
💻 LocalNext.js (Turbopack)14.636s15.030s0.394s41.02x
💻 LocalNitro14.995s (-1.4%)15.279s (-4.7%)0.285s41.04x
💻 LocalExpress15.040s (+0.6%)15.529s (+3.3%)0.489s41.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)32.642s (-3.3%)34.633s (-2.1%)1.991s21.00x
▲ VercelExpress33.028s (+4.3%)34.675s (+4.0%)1.647s21.01x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)13.633s14.027s0.395s71.00x
🐘 PostgresNext.js (Turbopack)13.639s14.021s0.383s71.00x
🐘 PostgresNitro13.747s (-1.8%)14.021s (-3.9%)0.274s71.01x
🐘 PostgresExpress14.084s (~)15.022s (+3.9%)0.938s61.03x
💻 LocalNext.js (Turbopack)16.070s16.864s0.794s61.18x
💻 LocalNitro16.915s (-1.4%)17.031s (-5.6% 🟢)0.116s61.24x
💻 LocalExpress16.928s (+1.5%)17.364s (+2.0%)0.436s61.24x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express51.581s (-1.5%)53.389s (-1.2%)1.807s21.00x
▲ VercelNext.js (Turbopack)56.153s (+3.1%)58.058s (+4.7%)1.905s21.09x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.231s2.011s0.780s151.00x
🐘 PostgresExpress1.262s (~)2.014s (~)0.751s151.03x
🐘 PostgresNitro1.280s (+1.6%)2.011s (~)0.730s151.04x
🌐 RedisNext.js (Turbopack)1.304s2.007s0.703s151.06x
💻 LocalExpress1.493s (-3.1%)2.005s (~)0.512s151.21x
💻 LocalNext.js (Turbopack)1.520s2.006s0.485s151.24x
💻 LocalNitro1.530s (-2.3%)2.005s (~)0.475s151.24x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.281s (-3.5%)3.940s (-2.5%)1.659s81.00x
▲ VercelNext.js (Turbopack)2.427s (-12.8% 🟢)3.943s (+1.5%)1.516s81.06x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro2.306s (-0.8%)3.009s (~)0.703s101.00x
🐘 PostgresExpress2.336s (~)3.012s (~)0.675s101.01x
🐘 PostgresNext.js (Turbopack)2.383s3.010s0.627s101.03x
🌐 RedisNext.js (Turbopack)2.625s3.009s0.384s101.14x
💻 LocalNext.js (Turbopack)2.834s3.209s0.375s101.23x
💻 LocalExpress2.871s (-7.7% 🟢)3.309s (-17.5% 🟢)0.437s101.25x
💻 LocalNitro2.942s (-5.7% 🟢)3.761s (-3.2%)0.819s81.28x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.969s (-4.5%)4.357s (-3.8%)1.388s81.00x
▲ VercelExpress3.732s (+21.9% 🔺)5.491s (+15.7% 🔺)1.759s61.26x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro3.459s (~)4.009s (~)0.551s81.00x
🐘 PostgresExpress3.470s (~)4.013s (~)0.543s81.00x
🐘 PostgresNext.js (Turbopack)3.644s4.013s0.369s81.05x
🌐 RedisNext.js (Turbopack)4.236s5.012s0.776s61.22x
💻 LocalNext.js (Turbopack)8.095s8.769s0.675s42.34x
💻 LocalNitro8.464s (+1.0%)9.020s (~)0.556s42.45x
💻 LocalExpress8.738s (+7.2% 🔺)9.275s (+2.8%)0.537s42.53x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.913s (+1.8%)5.535s (~)1.622s61.00x
▲ VercelNext.js (Turbopack)3.933s (-5.0% 🟢)5.352s (-6.7% 🟢)1.419s61.01x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.219s2.010s0.791s151.00x
🐘 PostgresNitro1.245s (-1.0%)2.009s (~)0.764s151.02x
🐘 PostgresExpress1.259s (~)2.010s (~)0.751s151.03x
🌐 RedisNext.js (Turbopack)1.313s2.007s0.694s151.08x
💻 LocalExpress1.515s (-1.8%)2.006s (~)0.492s151.24x
💻 LocalNext.js (Turbopack)1.537s2.006s0.469s151.26x
💻 LocalNitro1.560s (~)2.006s (~)0.446s151.28x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.223s (-1.0%)3.944s (+9.6% 🔺)1.721s81.00x
▲ VercelExpress2.479s (+0.5%)4.147s (~)1.667s81.12x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro2.316s (~)3.009s (~)0.693s101.00x
🐘 PostgresExpress2.338s (~)3.012s (~)0.674s101.01x
🐘 PostgresNext.js (Turbopack)2.374s3.011s0.636s101.03x
🌐 RedisNext.js (Turbopack)2.552s3.008s0.456s101.10x
💻 LocalNext.js (Turbopack)2.912s3.564s0.652s91.26x
💻 LocalExpress3.031s (-2.5%)3.760s (-3.2%)0.729s81.31x
💻 LocalNitro3.212s (~)4.010s (+3.2%)0.798s81.39x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.525s (-2.5%)3.989s (+0.9%)1.464s81.00x
▲ VercelNext.js (Turbopack)3.402s (+16.8% 🔺)5.045s (+26.3% 🔺)1.643s61.35x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express3.473s (~)4.010s (~)0.538s81.00x
🐘 PostgresNitro3.475s (~)4.010s (~)0.536s81.00x
🐘 PostgresNext.js (Turbopack)3.657s4.013s0.356s81.05x
🌐 RedisNext.js (Turbopack)4.134s5.012s0.878s61.19x
💻 LocalNext.js (Turbopack)8.223s8.769s0.546s42.37x
💻 LocalNitro9.022s (+0.8%)9.771s (+5.4% 🔺)0.750s42.60x
💻 LocalExpress9.027s (~)9.522s (~)0.495s42.60x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.514s (+5.2% 🔺)5.167s (+7.1% 🔺)1.653s61.00x
▲ VercelNext.js (Turbopack)4.218s (+14.7% 🔺)6.120s (+19.3% 🔺)1.902s51.20x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)0.769s1.005s0.236s601.00x
🐘 PostgresNext.js (Turbopack)0.788s1.023s0.235s591.02x
🐘 PostgresNitro0.813s (-1.7%)1.007s (~)0.194s601.06x
💻 LocalNext.js (Turbopack)0.845s1.005s0.159s601.10x
🐘 PostgresExpress0.849s (~)1.007s (~)0.159s601.10x
💻 LocalExpress1.004s (+0.6%)1.338s (-6.0% 🟢)0.334s451.31x
💻 LocalNitro1.009s (-1.6%)1.611s (-15.8% 🟢)0.602s381.31x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express9.044s (-7.8% 🟢)10.959s (-9.2% 🟢)1.914s61.00x
▲ VercelNext.js (Turbopack)10.069s (-1.7%)12.322s (+3.9%)2.253s61.11x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)1.790s2.006s0.217s451.00x
🐘 PostgresNext.js (Turbopack)1.872s2.076s0.204s441.05x
🐘 PostgresNitro1.915s (-2.4%)2.054s (-4.6%)0.138s441.07x
🐘 PostgresExpress1.982s (-2.0%)2.342s (-12.8% 🟢)0.360s391.11x
💻 LocalNext.js (Turbopack)2.690s3.008s0.318s301.50x
💻 LocalExpress3.045s (+1.0%)3.586s (-0.6%)0.541s261.70x
💻 LocalNitro3.060s (-0.9%)3.801s (-5.2% 🟢)0.741s241.71x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express27.192s (-9.8% 🟢)29.080s (-9.1% 🟢)1.888s41.00x
▲ VercelNext.js (Turbopack)29.273s (-2.7%)31.220s (-1.4%)1.947s31.08x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)3.604s4.009s0.405s301.00x
🐘 PostgresNext.js (Turbopack)3.697s4.011s0.314s301.03x
🐘 PostgresNitro3.883s (-3.4%)4.110s (-9.3% 🟢)0.227s301.08x
🐘 PostgresExpress4.138s (+2.0%)4.931s (+3.1%)0.794s251.15x
💻 LocalNext.js (Turbopack)8.702s9.018s0.315s142.41x
💻 LocalNitro9.194s (-2.3%)10.019s (~)0.825s122.55x
💻 LocalExpress9.350s (+2.3%)9.787s (+1.6%)0.437s132.59x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express71.160s (-14.8% 🟢)72.955s (-15.0% 🟢)1.795s21.00x
▲ VercelNext.js (Turbopack)77.068s (-7.9% 🟢)78.794s (-8.3% 🟢)1.726s21.08x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.252s1.008s0.756s601.00x
🐘 PostgresNitro0.284s (+3.9%)1.008s (~)0.724s601.13x
🐘 PostgresExpress0.284s (+2.0%)1.008s (~)0.724s601.13x
🌐 RedisNext.js (Turbopack)0.295s1.005s0.710s601.17x
💻 LocalNext.js (Turbopack)0.587s1.005s0.418s602.33x
💻 LocalExpress0.605s (+4.0%)1.005s (~)0.400s602.40x
💻 LocalNitro0.606s (-11.3% 🟢)1.005s (-3.4%)0.399s602.40x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.882s (-5.6% 🟢)3.495s (-8.7% 🟢)1.612s181.00x
▲ VercelExpress1.933s (+22.6% 🔺)3.342s (+7.7% 🔺)1.409s181.03x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.469s1.007s0.538s901.00x
🐘 PostgresNitro0.487s (~)1.007s (~)0.520s901.04x
🐘 PostgresExpress0.494s (-0.7%)1.008s (~)0.513s901.05x
🌐 RedisNext.js (Turbopack)1.244s2.006s0.762s452.65x
💻 LocalNitro2.450s (-3.2%)3.009s (~)0.559s305.22x
💻 LocalExpress2.560s (~)3.009s (~)0.448s305.45x
💻 LocalNext.js (Turbopack)2.612s3.009s0.397s305.56x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.670s (-24.7% 🟢)4.246s (-20.4% 🟢)1.576s221.00x
▲ VercelNext.js (Turbopack)3.682s (-18.9% 🟢)5.352s (-12.4% 🟢)1.670s171.38x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.744s1.015s0.271s1191.00x
🐘 PostgresNitro0.770s (~)1.008s (~)0.238s1201.03x
🐘 PostgresExpress0.783s (-1.1%)1.009s (~)0.225s1191.05x
🌐 RedisNext.js (Turbopack)2.831s3.136s0.305s393.80x
💻 LocalNext.js (Turbopack)10.931s11.391s0.460s1114.68x
💻 LocalNitro11.057s (-2.6%)11.482s (-3.8%)0.425s1114.85x
💻 LocalExpress11.257s (~)11.756s (-1.5%)0.498s1115.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express7.626s (-7.6% 🟢)9.342s (-4.6%)1.717s131.00x
▲ VercelNext.js (Turbopack)90.118s (+988.5% 🔺)91.958s (+844.5% 🔺)1.840s611.82x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Next.js (Turbopack)0.171s1.002s0.013s1.018s0.847s101.00x
🌐 RedisNext.js (Turbopack)0.190s1.001s0.002s1.008s0.818s101.11x
🐘 PostgresNext.js (Turbopack)0.193s1.001s0.002s1.010s0.817s101.13x
🐘 PostgresExpress0.202s (-0.9%)0.995s (~)0.002s (+28.6% 🔺)1.009s (~)0.807s101.18x
💻 LocalExpress0.205s (+0.8%)1.003s (~)0.011s (-8.3% 🟢)1.017s (~)0.812s101.20x
💻 LocalNitro0.209s (-4.2%)1.003s (~)0.012s (+6.3% 🔺)1.018s (~)0.809s101.22x
🐘 PostgresNitro0.211s (+1.1%)0.992s (~)0.001s (-13.3% 🟢)1.010s (~)0.799s101.23x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express1.775s (-3.5%)2.987s (+1.0%)0.499s (-15.2% 🟢)4.122s (-2.9%)2.347s101.00x
▲ VercelNext.js (Turbopack)1.929s (-3.7%)3.203s (+7.5% 🔺)0.570s (-15.3% 🟢)4.401s (+4.9%)2.472s101.09x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)0.498s1.001s0.003s1.012s0.513s601.00x
🐘 PostgresNitro0.589s (-2.5%)1.001s (~)0.004s (+1.3%)1.022s (~)0.433s591.18x
🐘 PostgresNext.js (Turbopack)0.596s1.008s0.007s1.025s0.429s591.20x
🐘 PostgresExpress0.633s (+2.7%)1.004s (~)0.006s (+40.7% 🔺)1.026s (~)0.393s591.27x
💻 LocalNext.js (Turbopack)0.656s1.008s0.008s1.022s0.365s591.32x
💻 LocalNitro0.725s (-4.6%)1.010s (~)0.009s (-5.3% 🟢)1.023s (~)0.298s591.46x
💻 LocalExpress0.736s (+1.7%)1.011s (~)0.009s (+8.1% 🔺)1.024s (~)0.288s591.48x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express4.268s (-1.0%)5.366s (-1.9%)0.211s (-8.7% 🟢)6.147s (-4.9%)1.879s101.00x
▲ VercelNext.js (Turbopack)4.567s (-22.3% 🟢)5.568s (-19.7% 🟢)0.191s (-54.9% 🟢)6.446s (-18.7% 🟢)1.879s101.07x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)0.900s1.017s0.000s1.021s0.121s591.00x
🐘 PostgresNext.js (Turbopack)0.924s1.155s0.000s1.163s0.239s521.03x
🐘 PostgresNitro0.928s (-4.9%)1.084s (-6.9% 🟢)0.000s (-5.5% 🟢)1.099s (-7.4% 🟢)0.171s551.03x
🐘 PostgresExpress0.946s (-3.2%)1.191s (-0.6%)0.000s (+Infinity% 🔺)1.204s (-2.6%)0.259s511.05x
💻 LocalNitro1.266s (-2.3%)2.021s (~)0.001s (+36.4% 🔺)2.024s (~)0.758s301.41x
💻 LocalNext.js (Turbopack)1.269s2.021s0.000s2.025s0.756s301.41x
💻 LocalExpress1.272s (+2.0%)2.019s (~)0.000s (-25.0% 🟢)2.022s (~)0.751s301.41x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.721s (-9.4% 🟢)3.630s (-11.4% 🟢)0.000s (-95.9% 🟢)4.232s (-12.1% 🟢)1.511s151.00x
▲ VercelNext.js (Turbopack)3.141s (-3.7%)4.418s (+7.1% 🔺)0.000s (+Infinity% 🔺)5.074s (+8.3% 🔺)1.933s121.15x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

fan-out fan-in 10 streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)1.652s2.035s0.000s2.040s0.388s301.00x
🐘 PostgresNitro1.732s (+1.0%)2.102s (~)0.000s (+3.6%)2.145s (+1.5%)0.413s281.05x
🐘 PostgresExpress1.769s (+1.1%)2.175s (+5.2% 🔺)0.000s (+Infinity% 🔺)2.205s (+4.8%)0.435s281.07x
🐘 PostgresNext.js (Turbopack)1.786s2.145s0.000s2.157s0.371s281.08x
💻 LocalNitro3.590s (-3.9%)4.100s (-3.2%)0.001s (-9.1% 🟢)4.104s (-3.2%)0.514s152.17x
💻 LocalNext.js (Turbopack)3.610s4.098s0.001s4.103s0.492s152.19x
💻 LocalExpress3.711s (+2.5%)4.300s (+4.9%)0.001s (+42.9% 🔺)4.303s (+4.9%)0.592s152.25x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.875s (+3.7%)5.036s (~)0.000s (-100.0% 🟢)5.680s (+0.5%)1.805s111.00x
▲ VercelNext.js (Turbopack)5.862s (+11.2% 🔺)7.131s (+14.6% 🔺)0.000s (NaN%)7.722s (+14.1% 🔺)1.860s81.51x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalNext.js (Turbopack)14/21
🐘 PostgresNext.js (Turbopack)15/21
▲ VercelExpress17/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres19/21
Next.js (Turbopack)🌐 Redis9/21
Nitro🐘 Postgres18/21
Column Definitions
  • Workflow Time: Runtime reported by workflow (completedAt - createdAt) - primary metric
  • TTFB: Time to First Byte - time from workflow start until first stream byte received (stream benchmarks only)
  • Slurp: Time from first byte to complete stream consumption (stream benchmarks only)
  • Wall Time: Total testbench time (trigger workflow + poll for result)
  • Overhead: Testbench overhead (Wall Time - Workflow Time)
  • Samples: Number of benchmark iterations run
  • vs Fastest: How much slower compared to the fastest configuration for this benchmark

Worlds:

  • 💻 Local: In-memory filesystem world (local development)
  • 🐘 Postgres: PostgreSQL database world (local development)
  • ▲ Vercel: Vercel production/preview deployment
  • 🌐 Turso: Community world (local development)
  • 🌐 MongoDB: Community world (local development)
  • 🌐 Redis: Community world (local development)
  • 🌐 Jazz: Community world (local development)

📋 View full workflow run


Some benchmark jobs failed:

  • Local: success
  • Postgres: success
  • Vercel: failure

Check the workflow run for details.

When bundlers (e.g. Vercel's production bundler) create multiple copies
of the context-storage module, two separate AsyncLocalStorage instances
are created. The step handler sets context on one instance, but
getWorkflowMetadata()/getStepMetadata() reads from the other, causing
the store to appear empty.
Fix by storing the AsyncLocalStorage instance on globalThis using
Symbol.for(), guaranteeing a single shared instance regardless of how
many times the module is loaded. This mirrors the pattern already used
by the workflow VM context (WORKFLOW_CONTEXT symbol).
Closes#1577
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
@VaguelySerious
VaguelySerious marked this pull request as ready for review April 2, 2026 17:45
@VaguelySerious
VaguelySerious requested a review from a team as a code ownerApril 2, 2026 17:45

@karthikscale3karthikscale3 left a comment

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AI review: Approve — correct fix, follows the established Symbol.for() + globalThis singleton pattern already used in 11+ places across @workflow/core (symbols.ts, runtime/world.ts, get-workflow-metadata.ts). No regression risk — validated on all 11 Vercel preview deployments (868 passed, 0 new failures). Will let Pranay and Nate take a pass at this as well.

@pablodecm

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Fix seems to work to fix #1577 in realistic/production like setting (after forcing vercel not to use build cache).

Comment thread.changeset/fix-step-context-singleton.md Outdated
Comment threadpackages/core/src/step/context-storage.ts
Co-authored-by: Peter Wielander <mittgfu@gmail.com>
Signed-off-by: Peter Wielander <mittgfu@gmail.com>
@VaguelySeriousVaguelySerious changed the title [core] Fix step context singleton for Vercel deployments[core] Enforce single ALS context to protect against duplicate module and caching issuesApr 3, 2026
@VaguelySerious
VaguelySerious enabled auto-merge (squash) April 3, 2026 18:59
@VaguelySeriousVaguelySerious changed the title [core] Enforce single ALS context to protect against duplicate module and caching issues[core] Enforce single module context to protect against duplicate module and caching issuesApr 3, 2026
@VaguelySeriousVaguelySerious changed the title [core] Enforce single module context to protect against duplicate module and caching issues[core] Make stepContext a global singleton to protect against module duplication and caching issuesApr 3, 2026

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Clean, well-scoped fix. The Symbol.for() + globalThis singleton pattern is the standard approach for ensuring a single instance across duplicated modules, and it's implemented correctly here.

What I verified:

  1. Singleton pattern is correct — The ?? + assignment expression atomically checks-and-sets the global slot. Symbol.for('WORKFLOW_STEP_CONTEXT_STORAGE') guarantees the same symbol across module copies (unlike Symbol() which creates unique symbols).

  2. @__PURE__ correctly removed — The old /* @__PURE__ */ new AsyncLocalStorage() told tree-shakers the expression was side-effect-free. The new expression writes to globalThis, so removing it is correct.

  3. All 21 callers of contextStorage use .run() or .getStore() — none create their own instance. The fix ensures they all reference the same AsyncLocalStorage regardless of how many copies of the module exist.

  4. Extracted StepContext type — Good refactor. The inline type was getting unwieldy.

  5. Unit tests cover the three important properties: same instance across imports, stored on globalThis via Symbol.for(), and context propagation between separately-constructed references.

  6. E2e test directly reproduces the #1577 pattern — helper function at module scope calling getWorkflowMetadata()/getStepMetadata() outside the step body.

  7. Changeset is correctly patch and accurately describes the fix as defense-in-depth.

LGTM.

@VaguelySerious
VaguelySerious merged commit d8aaf27 into mainApr 3, 2026
103 of 105 checks passed
@VaguelySerious
VaguelySerious deleted the peter/issue-1577 branch April 3, 2026 20:47
@ghostghost mentioned this pull request Apr 3, 2026
@ghostghost mentioned this pull request Apr 7, 2026
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Successfully merging this pull request may close these issues.

Vercel World Regression: getWorkflowMetadata() fully breaking runs AsyncLocalStorage context lost in tool execution (regression in beta.40)

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@VaguelySerious@pablodecm@TooTallNate@karthikscale3
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix"); } } catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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[core] Make stepContext a global singleton to protect against module duplication and caching issues - #1591

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[core] Make stepContext a global singleton to protect against module duplication and caching issues#1591
VaguelySerious merged 2 commits into
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peter/issue-1577

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@VaguelySeriousVaguelySerious commented Apr 2, 2026

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Summary

  • Fixes getWorkflowMetadata()/getStepMetadata() throwing "can only be called inside a workflow or step function" when called from a helper function outside the step body on Vercel deployments
  • Makes the step context AsyncLocalStorage a process-wide singleton via Symbol.for() on globalThis, preventing dual-instance issues when bundlers create multiple copies of the module
  • Adds unit tests for the singleton behavior and e2e regression test matching the exact repro pattern from the issue

Closes#1577
Closes#839

Test plan

  • Unit tests for singleton behavior (context-storage.test.ts)
  • E2e regression test (metadataFromHelperWorkflow) matching the exact repro pattern
  • All 563 existing core tests pass
  • CI passes
  • Vercel preview deployment validates the fix on actual Vercel infrastructure

🤖 Generated with Claude Code

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changeset-botBot commented Apr 2, 2026

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🦋 Changeset detected

Latest commit: c7b37f7

The changes in this PR will be included in the next version bump.

This PR includes changesets to release 16 packages
NameType
@workflow/corePatch
@workflow/buildersPatch
@workflow/cliPatch
@workflow/nextPatch
@workflow/nitroPatch
@workflow/vitestPatch
@workflow/web-sharedPatch
workflowPatch
@workflow/world-testingPatch
@workflow/astroPatch
@workflow/nestPatch
@workflow/rollupPatch
@workflow/sveltekitPatch
@workflow/vitePatch
@workflow/nuxtPatch
@workflow/aiPatch

Not sure what this means? Click here to learn what changesets are.

Click here if you're a maintainer who wants to add another changeset to this PR

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🧪 E2E Test Results

Some tests failed

Summary

PassedFailedSkippedTotal
✅ ▲ Vercel Production868067935
✅ 💻 Local Development84201781020
✅ 📦 Local Production84201781020
✅ 🐘 Local Postgres84201781020
✅ 🪟 Windows770885
❌ 🌍 Community Worlds1356024219
✅ 📋 Other213042255
Total3819606754554

❌ Failed Tests

🌍 Community Worlds (60 failed)

mongodb (2 failed):

  • hookWorkflow is not resumable via public webhook endpoint | wrun_01KNA8R0MP137B0BFAYTB23WRN
  • concurrent hook token conflict - two workflows cannot use the same hook token simultaneously | wrun_01KNA905WE7VYATFER855KKR3B

redis (2 failed):

  • hookWorkflow is not resumable via public webhook endpoint | wrun_01KNA8R0MP137B0BFAYTB23WRN
  • concurrent hook token conflict - two workflows cannot use the same hook token simultaneously | wrun_01KNA905WE7VYATFER855KKR3B

turso (56 failed):

  • addTenWorkflow | wrun_01KNA8PSR8BV0BRRTEGDGMJW3Y
  • addTenWorkflow | wrun_01KNA8PSR8BV0BRRTEGDGMJW3Y
  • wellKnownAgentWorkflow (.well-known/agent) | wrun_01KNA8R1E1V69600F59XX770B9
  • should work with react rendering in step
  • promiseAllWorkflow | wrun_01KNA8Q1V00RSKR61VMZXF6HBY
  • promiseRaceWorkflow | wrun_01KNA8Q6GJ5XNH30DGT9FGYGZJ
  • promiseAnyWorkflow | wrun_01KNA8Q8VAXBS02KW9FN8HHKNW
  • importedStepOnlyWorkflow | wrun_01KNA8RD46079T8ZP2DBMWMAE6
  • hookWorkflow | wrun_01KNA8QN5EW19DJDVVT6W72RJX
  • hookWorkflow is not resumable via public webhook endpoint | wrun_01KNA8R0MP137B0BFAYTB23WRN
  • webhookWorkflow | wrun_01KNA8R9K4MV9NGGTP9JY1KHTR
  • sleepingWorkflow | wrun_01KNA8RGTV7JZAC804VV53B1T5
  • parallelSleepWorkflow | wrun_01KNA8RWHX1A2DEYBFEBBHRANS
  • nullByteWorkflow | wrun_01KNA8S03YNF0MP52QJ97GG52W
  • workflowAndStepMetadataWorkflow | wrun_01KNA8S2WMTBY7G23YRF9XRM11
  • fetchWorkflow | wrun_01KNA8VTB6REGAC6K9YNJG0TE6
  • promiseRaceStressTestWorkflow | wrun_01KNA8VY2ETV7VGTT20F22CA4F
  • error handling error propagation workflow errors nested function calls preserve message and stack trace
  • error handling error propagation workflow errors cross-file imports preserve message and stack trace
  • error handling error propagation step errors basic step error preserves message and stack trace
  • error handling error propagation step errors cross-file step error preserves message and function names in stack
  • error handling retry behavior regular Error retries until success
  • error handling retry behavior FatalError fails immediately without retries
  • error handling retry behavior RetryableError respects custom retryAfter delay
  • error handling retry behavior maxRetries=0 disables retries
  • error handling catchability FatalError can be caught and detected with FatalError.is()
  • error handling not registered WorkflowNotRegisteredError fails the run when workflow does not exist
  • error handling not registered StepNotRegisteredError fails the step but workflow can catch it
  • error handling not registered StepNotRegisteredError fails the run when not caught in workflow
  • hookCleanupTestWorkflow - hook token reuse after workflow completion | wrun_01KNA8ZG05TQ0ESM6QT6FVPQAM
  • concurrent hook token conflict - two workflows cannot use the same hook token simultaneously | wrun_01KNA905WE7VYATFER855KKR3B
  • hookDisposeTestWorkflow - hook token reuse after explicit disposal while workflow still running | wrun_01KNA90VXC65PJRXW850ZWCDVV
  • stepFunctionPassingWorkflow - step function references can be passed as arguments (without closure vars) | wrun_01KNA91GKKATQN0MAN4GW4Q1CC
  • stepFunctionWithClosureWorkflow - step function with closure variables passed as argument | wrun_01KNA91SX9G5918KQJ3W92ANV5
  • closureVariableWorkflow - nested step functions with closure variables | wrun_01KNA91ZHT69WGWTB0DM83620N
  • spawnWorkflowFromStepWorkflow - spawning a child workflow using start() inside a step | wrun_01KNA921X0FQ1W7CZR6WCVKAQ6
  • health check (queue-based) - workflow and step endpoints respond to health check messages
  • pathsAliasWorkflow - TypeScript path aliases resolve correctly | wrun_01KNA92JDFF7A7C81HY30BJ5GQ
  • Calculator.calculate - static workflow method using static step methods from another class | wrun_01KNA92RD7TJVY2BY0MAEM3MJA
  • AllInOneService.processNumber - static workflow method using sibling static step methods | wrun_01KNA92ZB093DYKM5WCYGS43K0
  • ChainableService.processWithThis - static step methods using this to reference the class | wrun_01KNA9367D3AWWH54XXC0KN21C
  • thisSerializationWorkflow - step function invoked with .call() and .apply() | wrun_01KNA93D782JBVZNT411ZC36B4
  • customSerializationWorkflow - custom class serialization with WORKFLOW_SERIALIZE/WORKFLOW_DESERIALIZE | wrun_01KNA93M6REYABQVMW11NKCK7A
  • instanceMethodStepWorkflow - instance methods with "use step" directive | wrun_01KNA93W6B3NK2YHSGTRPCZF5N
  • crossContextSerdeWorkflow - classes defined in step code are deserializable in workflow context | wrun_01KNA947T5YM7MHVRF24F8W7H9
  • stepFunctionAsStartArgWorkflow - step function reference passed as start() argument | wrun_01KNA94FY7D8681ZRW0JPXX04P
  • cancelRun - cancelling a running workflow | wrun_01KNA94PS7RKXFHEWH3ZP902NG
  • cancelRun via CLI - cancelling a running workflow | wrun_01KNA950982GN8S3FHJR2JJ638
  • pages router addTenWorkflow via pages router
  • pages router promiseAllWorkflow via pages router
  • pages router sleepingWorkflow via pages router
  • hookWithSleepWorkflow - hook payloads delivered correctly with concurrent sleep | wrun_01KNA95CWKQXD34X0AFRW7K5FC
  • sleepInLoopWorkflow - sleep inside loop with steps actually delays each iteration | wrun_01KNA963GP477F5P4CXR5FDNR5
  • sleepWithSequentialStepsWorkflow - sequential steps work with concurrent sleep (control) | wrun_01KNA96DW29SEZWN6AP9E5TMV5
  • importMetaUrlWorkflow - import.meta.url is available in step bundles | wrun_01KNA96P2FY8CP9AJHWN281D2V
  • metadataFromHelperWorkflow - getWorkflowMetadata/getStepMetadata work from module-level helper (#1577) | wrun_01KNA96RBKDFHPH1609GNGNN8K

Details by Category

✅ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro7807
✅ example7807
✅ express7807
✅ fastify7807
✅ hono7807
✅ nextjs-turbopack8302
✅ nextjs-webpack8302
✅ nitro7807
✅ nuxt7807
✅ sveltekit7807
✅ vite7807
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable71014
✅ express-stable71014
✅ fastify-stable71014
✅ hono-stable71014
✅ nextjs-turbopack-canary60025
✅ nextjs-turbopack-stable7708
✅ nextjs-webpack-canary60025
✅ nextjs-webpack-stable7708
✅ nitro-stable71014
✅ nuxt-stable71014
✅ sveltekit-stable71014
✅ vite-stable71014
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable71014
✅ express-stable71014
✅ fastify-stable71014
✅ hono-stable71014
✅ nextjs-turbopack-canary60025
✅ nextjs-turbopack-stable7708
✅ nextjs-webpack-canary60025
✅ nextjs-webpack-stable7708
✅ nitro-stable71014
✅ nuxt-stable71014
✅ sveltekit-stable71014
✅ vite-stable71014
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable71014
✅ express-stable71014
✅ fastify-stable71014
✅ hono-stable71014
✅ nextjs-turbopack-canary60025
✅ nextjs-turbopack-stable7708
✅ nextjs-webpack-canary60025
✅ nextjs-webpack-stable7708
✅ nitro-stable71014
✅ nuxt-stable71014
✅ sveltekit-stable71014
✅ vite-stable71014
✅ 🪟 Windows
AppPassedFailedSkipped
✅ nextjs-turbopack7708
❌ 🌍 Community Worlds
AppPassedFailedSkipped
✅ mongodb-dev500
❌ mongodb5828
✅ redis-dev500
❌ redis5828
✅ turso-dev500
❌ turso4568
✅ 📋 Other
AppPassedFailedSkipped
✅ e2e-local-dev-nest-stable71014
✅ e2e-local-postgres-nest-stable71014
✅ e2e-local-prod-nest-stable71014

📋 View full workflow run

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📊 Benchmark Results

📈 Comparing against baseline from main branch. Green 🟢 = faster, Red 🔺 = slower.

workflow with no steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express0.042s (-1.6%)1.005s (~)0.963s101.00x
💻 LocalNitro0.043s (-16.5% 🟢)1.005s (~)0.962s101.02x
💻 LocalNext.js (Turbopack)0.049s1.005s0.957s101.15x
🌐 RedisNext.js (Turbopack)0.054s1.005s0.951s101.28x
🐘 PostgresNext.js (Turbopack)0.058s1.011s0.953s101.36x
🐘 PostgresExpress0.059s (-11.0% 🟢)1.011s (~)0.952s101.40x
🐘 PostgresNitro0.060s (+4.7%)1.011s (~)0.950s101.42x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express0.442s (-10.8% 🟢)2.431s (-4.1%)1.989s101.00x
▲ VercelNext.js (Turbopack)0.585s (-8.9% 🟢)2.712s (+11.1% 🔺)2.127s101.32x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.127s (-1.3%)2.006s (~)0.879s101.00x
🌐 RedisNext.js (Turbopack)1.127s2.007s0.879s101.00x
💻 LocalExpress1.131s (~)2.006s (~)0.875s101.00x
💻 LocalNext.js (Turbopack)1.134s2.006s0.872s101.01x
🐘 PostgresNext.js (Turbopack)1.138s2.011s0.873s101.01x
🐘 PostgresExpress1.144s (~)2.011s (~)0.866s101.02x
🐘 PostgresNitro1.151s (~)2.009s (~)0.858s101.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.103s (-0.7%)3.676s (-4.9%)1.573s101.00x
▲ VercelNext.js (Turbopack)2.395s (+5.6% 🔺)4.038s (+12.7% 🔺)1.643s101.14x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Next.js (Turbopack)10.820s11.024s0.203s31.00x
🐘 PostgresNext.js (Turbopack)10.821s11.018s0.197s31.00x
🌐 RedisNext.js (Turbopack)10.870s11.026s0.156s31.00x
🐘 PostgresNitro10.876s (~)11.023s (~)0.147s31.01x
🐘 PostgresExpress10.904s (~)11.023s (~)0.119s31.01x
💻 LocalNitro10.920s (-0.9%)11.024s (-2.9%)0.104s31.01x
💻 LocalExpress10.944s (~)11.023s (~)0.080s31.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express18.278s (+6.5% 🔺)19.811s (+3.7%)1.533s21.00x
▲ VercelNext.js (Turbopack)19.079s (+3.9%)21.213s (+5.5% 🔺)2.134s21.04x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)14.358s15.031s0.673s41.00x
🐘 PostgresNext.js (Turbopack)14.417s15.021s0.604s41.00x
🐘 PostgresNitro14.491s (~)15.021s (~)0.530s41.01x
🐘 PostgresExpress14.605s (~)15.022s (~)0.417s41.02x
💻 LocalNext.js (Turbopack)14.636s15.030s0.394s41.02x
💻 LocalNitro14.995s (-1.4%)15.279s (-4.7%)0.285s41.04x
💻 LocalExpress15.040s (+0.6%)15.529s (+3.3%)0.489s41.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)32.642s (-3.3%)34.633s (-2.1%)1.991s21.00x
▲ VercelExpress33.028s (+4.3%)34.675s (+4.0%)1.647s21.01x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)13.633s14.027s0.395s71.00x
🐘 PostgresNext.js (Turbopack)13.639s14.021s0.383s71.00x
🐘 PostgresNitro13.747s (-1.8%)14.021s (-3.9%)0.274s71.01x
🐘 PostgresExpress14.084s (~)15.022s (+3.9%)0.938s61.03x
💻 LocalNext.js (Turbopack)16.070s16.864s0.794s61.18x
💻 LocalNitro16.915s (-1.4%)17.031s (-5.6% 🟢)0.116s61.24x
💻 LocalExpress16.928s (+1.5%)17.364s (+2.0%)0.436s61.24x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express51.581s (-1.5%)53.389s (-1.2%)1.807s21.00x
▲ VercelNext.js (Turbopack)56.153s (+3.1%)58.058s (+4.7%)1.905s21.09x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.231s2.011s0.780s151.00x
🐘 PostgresExpress1.262s (~)2.014s (~)0.751s151.03x
🐘 PostgresNitro1.280s (+1.6%)2.011s (~)0.730s151.04x
🌐 RedisNext.js (Turbopack)1.304s2.007s0.703s151.06x
💻 LocalExpress1.493s (-3.1%)2.005s (~)0.512s151.21x
💻 LocalNext.js (Turbopack)1.520s2.006s0.485s151.24x
💻 LocalNitro1.530s (-2.3%)2.005s (~)0.475s151.24x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.281s (-3.5%)3.940s (-2.5%)1.659s81.00x
▲ VercelNext.js (Turbopack)2.427s (-12.8% 🟢)3.943s (+1.5%)1.516s81.06x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro2.306s (-0.8%)3.009s (~)0.703s101.00x
🐘 PostgresExpress2.336s (~)3.012s (~)0.675s101.01x
🐘 PostgresNext.js (Turbopack)2.383s3.010s0.627s101.03x
🌐 RedisNext.js (Turbopack)2.625s3.009s0.384s101.14x
💻 LocalNext.js (Turbopack)2.834s3.209s0.375s101.23x
💻 LocalExpress2.871s (-7.7% 🟢)3.309s (-17.5% 🟢)0.437s101.25x
💻 LocalNitro2.942s (-5.7% 🟢)3.761s (-3.2%)0.819s81.28x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.969s (-4.5%)4.357s (-3.8%)1.388s81.00x
▲ VercelExpress3.732s (+21.9% 🔺)5.491s (+15.7% 🔺)1.759s61.26x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro3.459s (~)4.009s (~)0.551s81.00x
🐘 PostgresExpress3.470s (~)4.013s (~)0.543s81.00x
🐘 PostgresNext.js (Turbopack)3.644s4.013s0.369s81.05x
🌐 RedisNext.js (Turbopack)4.236s5.012s0.776s61.22x
💻 LocalNext.js (Turbopack)8.095s8.769s0.675s42.34x
💻 LocalNitro8.464s (+1.0%)9.020s (~)0.556s42.45x
💻 LocalExpress8.738s (+7.2% 🔺)9.275s (+2.8%)0.537s42.53x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.913s (+1.8%)5.535s (~)1.622s61.00x
▲ VercelNext.js (Turbopack)3.933s (-5.0% 🟢)5.352s (-6.7% 🟢)1.419s61.01x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.219s2.010s0.791s151.00x
🐘 PostgresNitro1.245s (-1.0%)2.009s (~)0.764s151.02x
🐘 PostgresExpress1.259s (~)2.010s (~)0.751s151.03x
🌐 RedisNext.js (Turbopack)1.313s2.007s0.694s151.08x
💻 LocalExpress1.515s (-1.8%)2.006s (~)0.492s151.24x
💻 LocalNext.js (Turbopack)1.537s2.006s0.469s151.26x
💻 LocalNitro1.560s (~)2.006s (~)0.446s151.28x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.223s (-1.0%)3.944s (+9.6% 🔺)1.721s81.00x
▲ VercelExpress2.479s (+0.5%)4.147s (~)1.667s81.12x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro2.316s (~)3.009s (~)0.693s101.00x
🐘 PostgresExpress2.338s (~)3.012s (~)0.674s101.01x
🐘 PostgresNext.js (Turbopack)2.374s3.011s0.636s101.03x
🌐 RedisNext.js (Turbopack)2.552s3.008s0.456s101.10x
💻 LocalNext.js (Turbopack)2.912s3.564s0.652s91.26x
💻 LocalExpress3.031s (-2.5%)3.760s (-3.2%)0.729s81.31x
💻 LocalNitro3.212s (~)4.010s (+3.2%)0.798s81.39x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.525s (-2.5%)3.989s (+0.9%)1.464s81.00x
▲ VercelNext.js (Turbopack)3.402s (+16.8% 🔺)5.045s (+26.3% 🔺)1.643s61.35x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express3.473s (~)4.010s (~)0.538s81.00x
🐘 PostgresNitro3.475s (~)4.010s (~)0.536s81.00x
🐘 PostgresNext.js (Turbopack)3.657s4.013s0.356s81.05x
🌐 RedisNext.js (Turbopack)4.134s5.012s0.878s61.19x
💻 LocalNext.js (Turbopack)8.223s8.769s0.546s42.37x
💻 LocalNitro9.022s (+0.8%)9.771s (+5.4% 🔺)0.750s42.60x
💻 LocalExpress9.027s (~)9.522s (~)0.495s42.60x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.514s (+5.2% 🔺)5.167s (+7.1% 🔺)1.653s61.00x
▲ VercelNext.js (Turbopack)4.218s (+14.7% 🔺)6.120s (+19.3% 🔺)1.902s51.20x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)0.769s1.005s0.236s601.00x
🐘 PostgresNext.js (Turbopack)0.788s1.023s0.235s591.02x
🐘 PostgresNitro0.813s (-1.7%)1.007s (~)0.194s601.06x
💻 LocalNext.js (Turbopack)0.845s1.005s0.159s601.10x
🐘 PostgresExpress0.849s (~)1.007s (~)0.159s601.10x
💻 LocalExpress1.004s (+0.6%)1.338s (-6.0% 🟢)0.334s451.31x
💻 LocalNitro1.009s (-1.6%)1.611s (-15.8% 🟢)0.602s381.31x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express9.044s (-7.8% 🟢)10.959s (-9.2% 🟢)1.914s61.00x
▲ VercelNext.js (Turbopack)10.069s (-1.7%)12.322s (+3.9%)2.253s61.11x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)1.790s2.006s0.217s451.00x
🐘 PostgresNext.js (Turbopack)1.872s2.076s0.204s441.05x
🐘 PostgresNitro1.915s (-2.4%)2.054s (-4.6%)0.138s441.07x
🐘 PostgresExpress1.982s (-2.0%)2.342s (-12.8% 🟢)0.360s391.11x
💻 LocalNext.js (Turbopack)2.690s3.008s0.318s301.50x
💻 LocalExpress3.045s (+1.0%)3.586s (-0.6%)0.541s261.70x
💻 LocalNitro3.060s (-0.9%)3.801s (-5.2% 🟢)0.741s241.71x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express27.192s (-9.8% 🟢)29.080s (-9.1% 🟢)1.888s41.00x
▲ VercelNext.js (Turbopack)29.273s (-2.7%)31.220s (-1.4%)1.947s31.08x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)3.604s4.009s0.405s301.00x
🐘 PostgresNext.js (Turbopack)3.697s4.011s0.314s301.03x
🐘 PostgresNitro3.883s (-3.4%)4.110s (-9.3% 🟢)0.227s301.08x
🐘 PostgresExpress4.138s (+2.0%)4.931s (+3.1%)0.794s251.15x
💻 LocalNext.js (Turbopack)8.702s9.018s0.315s142.41x
💻 LocalNitro9.194s (-2.3%)10.019s (~)0.825s122.55x
💻 LocalExpress9.350s (+2.3%)9.787s (+1.6%)0.437s132.59x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express71.160s (-14.8% 🟢)72.955s (-15.0% 🟢)1.795s21.00x
▲ VercelNext.js (Turbopack)77.068s (-7.9% 🟢)78.794s (-8.3% 🟢)1.726s21.08x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.252s1.008s0.756s601.00x
🐘 PostgresNitro0.284s (+3.9%)1.008s (~)0.724s601.13x
🐘 PostgresExpress0.284s (+2.0%)1.008s (~)0.724s601.13x
🌐 RedisNext.js (Turbopack)0.295s1.005s0.710s601.17x
💻 LocalNext.js (Turbopack)0.587s1.005s0.418s602.33x
💻 LocalExpress0.605s (+4.0%)1.005s (~)0.400s602.40x
💻 LocalNitro0.606s (-11.3% 🟢)1.005s (-3.4%)0.399s602.40x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.882s (-5.6% 🟢)3.495s (-8.7% 🟢)1.612s181.00x
▲ VercelExpress1.933s (+22.6% 🔺)3.342s (+7.7% 🔺)1.409s181.03x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.469s1.007s0.538s901.00x
🐘 PostgresNitro0.487s (~)1.007s (~)0.520s901.04x
🐘 PostgresExpress0.494s (-0.7%)1.008s (~)0.513s901.05x
🌐 RedisNext.js (Turbopack)1.244s2.006s0.762s452.65x
💻 LocalNitro2.450s (-3.2%)3.009s (~)0.559s305.22x
💻 LocalExpress2.560s (~)3.009s (~)0.448s305.45x
💻 LocalNext.js (Turbopack)2.612s3.009s0.397s305.56x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.670s (-24.7% 🟢)4.246s (-20.4% 🟢)1.576s221.00x
▲ VercelNext.js (Turbopack)3.682s (-18.9% 🟢)5.352s (-12.4% 🟢)1.670s171.38x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.744s1.015s0.271s1191.00x
🐘 PostgresNitro0.770s (~)1.008s (~)0.238s1201.03x
🐘 PostgresExpress0.783s (-1.1%)1.009s (~)0.225s1191.05x
🌐 RedisNext.js (Turbopack)2.831s3.136s0.305s393.80x
💻 LocalNext.js (Turbopack)10.931s11.391s0.460s1114.68x
💻 LocalNitro11.057s (-2.6%)11.482s (-3.8%)0.425s1114.85x
💻 LocalExpress11.257s (~)11.756s (-1.5%)0.498s1115.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express7.626s (-7.6% 🟢)9.342s (-4.6%)1.717s131.00x
▲ VercelNext.js (Turbopack)90.118s (+988.5% 🔺)91.958s (+844.5% 🔺)1.840s611.82x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Next.js (Turbopack)0.171s1.002s0.013s1.018s0.847s101.00x
🌐 RedisNext.js (Turbopack)0.190s1.001s0.002s1.008s0.818s101.11x
🐘 PostgresNext.js (Turbopack)0.193s1.001s0.002s1.010s0.817s101.13x
🐘 PostgresExpress0.202s (-0.9%)0.995s (~)0.002s (+28.6% 🔺)1.009s (~)0.807s101.18x
💻 LocalExpress0.205s (+0.8%)1.003s (~)0.011s (-8.3% 🟢)1.017s (~)0.812s101.20x
💻 LocalNitro0.209s (-4.2%)1.003s (~)0.012s (+6.3% 🔺)1.018s (~)0.809s101.22x
🐘 PostgresNitro0.211s (+1.1%)0.992s (~)0.001s (-13.3% 🟢)1.010s (~)0.799s101.23x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express1.775s (-3.5%)2.987s (+1.0%)0.499s (-15.2% 🟢)4.122s (-2.9%)2.347s101.00x
▲ VercelNext.js (Turbopack)1.929s (-3.7%)3.203s (+7.5% 🔺)0.570s (-15.3% 🟢)4.401s (+4.9%)2.472s101.09x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)0.498s1.001s0.003s1.012s0.513s601.00x
🐘 PostgresNitro0.589s (-2.5%)1.001s (~)0.004s (+1.3%)1.022s (~)0.433s591.18x
🐘 PostgresNext.js (Turbopack)0.596s1.008s0.007s1.025s0.429s591.20x
🐘 PostgresExpress0.633s (+2.7%)1.004s (~)0.006s (+40.7% 🔺)1.026s (~)0.393s591.27x
💻 LocalNext.js (Turbopack)0.656s1.008s0.008s1.022s0.365s591.32x
💻 LocalNitro0.725s (-4.6%)1.010s (~)0.009s (-5.3% 🟢)1.023s (~)0.298s591.46x
💻 LocalExpress0.736s (+1.7%)1.011s (~)0.009s (+8.1% 🔺)1.024s (~)0.288s591.48x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express4.268s (-1.0%)5.366s (-1.9%)0.211s (-8.7% 🟢)6.147s (-4.9%)1.879s101.00x
▲ VercelNext.js (Turbopack)4.567s (-22.3% 🟢)5.568s (-19.7% 🟢)0.191s (-54.9% 🟢)6.446s (-18.7% 🟢)1.879s101.07x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)0.900s1.017s0.000s1.021s0.121s591.00x
🐘 PostgresNext.js (Turbopack)0.924s1.155s0.000s1.163s0.239s521.03x
🐘 PostgresNitro0.928s (-4.9%)1.084s (-6.9% 🟢)0.000s (-5.5% 🟢)1.099s (-7.4% 🟢)0.171s551.03x
🐘 PostgresExpress0.946s (-3.2%)1.191s (-0.6%)0.000s (+Infinity% 🔺)1.204s (-2.6%)0.259s511.05x
💻 LocalNitro1.266s (-2.3%)2.021s (~)0.001s (+36.4% 🔺)2.024s (~)0.758s301.41x
💻 LocalNext.js (Turbopack)1.269s2.021s0.000s2.025s0.756s301.41x
💻 LocalExpress1.272s (+2.0%)2.019s (~)0.000s (-25.0% 🟢)2.022s (~)0.751s301.41x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.721s (-9.4% 🟢)3.630s (-11.4% 🟢)0.000s (-95.9% 🟢)4.232s (-12.1% 🟢)1.511s151.00x
▲ VercelNext.js (Turbopack)3.141s (-3.7%)4.418s (+7.1% 🔺)0.000s (+Infinity% 🔺)5.074s (+8.3% 🔺)1.933s121.15x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

fan-out fan-in 10 streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)1.652s2.035s0.000s2.040s0.388s301.00x
🐘 PostgresNitro1.732s (+1.0%)2.102s (~)0.000s (+3.6%)2.145s (+1.5%)0.413s281.05x
🐘 PostgresExpress1.769s (+1.1%)2.175s (+5.2% 🔺)0.000s (+Infinity% 🔺)2.205s (+4.8%)0.435s281.07x
🐘 PostgresNext.js (Turbopack)1.786s2.145s0.000s2.157s0.371s281.08x
💻 LocalNitro3.590s (-3.9%)4.100s (-3.2%)0.001s (-9.1% 🟢)4.104s (-3.2%)0.514s152.17x
💻 LocalNext.js (Turbopack)3.610s4.098s0.001s4.103s0.492s152.19x
💻 LocalExpress3.711s (+2.5%)4.300s (+4.9%)0.001s (+42.9% 🔺)4.303s (+4.9%)0.592s152.25x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.875s (+3.7%)5.036s (~)0.000s (-100.0% 🟢)5.680s (+0.5%)1.805s111.00x
▲ VercelNext.js (Turbopack)5.862s (+11.2% 🔺)7.131s (+14.6% 🔺)0.000s (NaN%)7.722s (+14.1% 🔺)1.860s81.51x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalNext.js (Turbopack)14/21
🐘 PostgresNext.js (Turbopack)15/21
▲ VercelExpress17/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres19/21
Next.js (Turbopack)🌐 Redis9/21
Nitro🐘 Postgres18/21
Column Definitions
  • Workflow Time: Runtime reported by workflow (completedAt - createdAt) - primary metric
  • TTFB: Time to First Byte - time from workflow start until first stream byte received (stream benchmarks only)
  • Slurp: Time from first byte to complete stream consumption (stream benchmarks only)
  • Wall Time: Total testbench time (trigger workflow + poll for result)
  • Overhead: Testbench overhead (Wall Time - Workflow Time)
  • Samples: Number of benchmark iterations run
  • vs Fastest: How much slower compared to the fastest configuration for this benchmark

Worlds:

  • 💻 Local: In-memory filesystem world (local development)
  • 🐘 Postgres: PostgreSQL database world (local development)
  • ▲ Vercel: Vercel production/preview deployment
  • 🌐 Turso: Community world (local development)
  • 🌐 MongoDB: Community world (local development)
  • 🌐 Redis: Community world (local development)
  • 🌐 Jazz: Community world (local development)

📋 View full workflow run


Some benchmark jobs failed:

  • Local: success
  • Postgres: success
  • Vercel: failure

Check the workflow run for details.

When bundlers (e.g. Vercel's production bundler) create multiple copies
of the context-storage module, two separate AsyncLocalStorage instances
are created. The step handler sets context on one instance, but
getWorkflowMetadata()/getStepMetadata() reads from the other, causing
the store to appear empty.
Fix by storing the AsyncLocalStorage instance on globalThis using
Symbol.for(), guaranteeing a single shared instance regardless of how
many times the module is loaded. This mirrors the pattern already used
by the workflow VM context (WORKFLOW_CONTEXT symbol).
Closes#1577
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
@VaguelySerious
VaguelySerious marked this pull request as ready for review April 2, 2026 17:45
@VaguelySerious
VaguelySerious requested a review from a team as a code ownerApril 2, 2026 17:45

@karthikscale3karthikscale3 left a comment

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AI review: Approve — correct fix, follows the established Symbol.for() + globalThis singleton pattern already used in 11+ places across @workflow/core (symbols.ts, runtime/world.ts, get-workflow-metadata.ts). No regression risk — validated on all 11 Vercel preview deployments (868 passed, 0 new failures). Will let Pranay and Nate take a pass at this as well.

@pablodecm

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Fix seems to work to fix #1577 in realistic/production like setting (after forcing vercel not to use build cache).

Comment thread.changeset/fix-step-context-singleton.md Outdated
Comment threadpackages/core/src/step/context-storage.ts
Co-authored-by: Peter Wielander <mittgfu@gmail.com>
Signed-off-by: Peter Wielander <mittgfu@gmail.com>
@VaguelySeriousVaguelySerious changed the title [core] Fix step context singleton for Vercel deployments[core] Enforce single ALS context to protect against duplicate module and caching issuesApr 3, 2026
@VaguelySerious
VaguelySerious enabled auto-merge (squash) April 3, 2026 18:59
@VaguelySeriousVaguelySerious changed the title [core] Enforce single ALS context to protect against duplicate module and caching issues[core] Enforce single module context to protect against duplicate module and caching issuesApr 3, 2026
@VaguelySeriousVaguelySerious changed the title [core] Enforce single module context to protect against duplicate module and caching issues[core] Make stepContext a global singleton to protect against module duplication and caching issuesApr 3, 2026

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Clean, well-scoped fix. The Symbol.for() + globalThis singleton pattern is the standard approach for ensuring a single instance across duplicated modules, and it's implemented correctly here.

What I verified:

  1. Singleton pattern is correct — The ?? + assignment expression atomically checks-and-sets the global slot. Symbol.for('WORKFLOW_STEP_CONTEXT_STORAGE') guarantees the same symbol across module copies (unlike Symbol() which creates unique symbols).

  2. @__PURE__ correctly removed — The old /* @__PURE__ */ new AsyncLocalStorage() told tree-shakers the expression was side-effect-free. The new expression writes to globalThis, so removing it is correct.

  3. All 21 callers of contextStorage use .run() or .getStore() — none create their own instance. The fix ensures they all reference the same AsyncLocalStorage regardless of how many copies of the module exist.

  4. Extracted StepContext type — Good refactor. The inline type was getting unwieldy.

  5. Unit tests cover the three important properties: same instance across imports, stored on globalThis via Symbol.for(), and context propagation between separately-constructed references.

  6. E2e test directly reproduces the #1577 pattern — helper function at module scope calling getWorkflowMetadata()/getStepMetadata() outside the step body.

  7. Changeset is correctly patch and accurately describes the fix as defense-in-depth.

LGTM.

@VaguelySerious
VaguelySerious merged commit d8aaf27 into mainApr 3, 2026
103 of 105 checks passed
@VaguelySerious
VaguelySerious deleted the peter/issue-1577 branch April 3, 2026 20:47
@ghostghost mentioned this pull request Apr 3, 2026
@ghostghost mentioned this pull request Apr 7, 2026
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Vercel World Regression: getWorkflowMetadata() fully breaking runs AsyncLocalStorage context lost in tool execution (regression in beta.40)

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@VaguelySerious@pablodecm@TooTallNate@karthikscale3
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms"); } } catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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[core] Make stepContext a global singleton to protect against module duplication and caching issues - #1591

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Apr 3, 2026
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[core] Make stepContext a global singleton to protect against module duplication and caching issues#1591
VaguelySerious merged 2 commits into
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peter/issue-1577

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@VaguelySeriousVaguelySerious commented Apr 2, 2026

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Summary

  • Fixes getWorkflowMetadata()/getStepMetadata() throwing "can only be called inside a workflow or step function" when called from a helper function outside the step body on Vercel deployments
  • Makes the step context AsyncLocalStorage a process-wide singleton via Symbol.for() on globalThis, preventing dual-instance issues when bundlers create multiple copies of the module
  • Adds unit tests for the singleton behavior and e2e regression test matching the exact repro pattern from the issue

Closes#1577
Closes#839

Test plan

  • Unit tests for singleton behavior (context-storage.test.ts)
  • E2e regression test (metadataFromHelperWorkflow) matching the exact repro pattern
  • All 563 existing core tests pass
  • CI passes
  • Vercel preview deployment validates the fix on actual Vercel infrastructure

🤖 Generated with Claude Code

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🦋 Changeset detected

Latest commit: c7b37f7

The changes in this PR will be included in the next version bump.

This PR includes changesets to release 16 packages
NameType
@workflow/corePatch
@workflow/buildersPatch
@workflow/cliPatch
@workflow/nextPatch
@workflow/nitroPatch
@workflow/vitestPatch
@workflow/web-sharedPatch
workflowPatch
@workflow/world-testingPatch
@workflow/astroPatch
@workflow/nestPatch
@workflow/rollupPatch
@workflow/sveltekitPatch
@workflow/vitePatch
@workflow/nuxtPatch
@workflow/aiPatch

Not sure what this means? Click here to learn what changesets are.

Click here if you're a maintainer who wants to add another changeset to this PR

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🧪 E2E Test Results

Some tests failed

Summary

PassedFailedSkippedTotal
✅ ▲ Vercel Production868067935
✅ 💻 Local Development84201781020
✅ 📦 Local Production84201781020
✅ 🐘 Local Postgres84201781020
✅ 🪟 Windows770885
❌ 🌍 Community Worlds1356024219
✅ 📋 Other213042255
Total3819606754554

❌ Failed Tests

🌍 Community Worlds (60 failed)

mongodb (2 failed):

  • hookWorkflow is not resumable via public webhook endpoint | wrun_01KNA8R0MP137B0BFAYTB23WRN
  • concurrent hook token conflict - two workflows cannot use the same hook token simultaneously | wrun_01KNA905WE7VYATFER855KKR3B

redis (2 failed):

  • hookWorkflow is not resumable via public webhook endpoint | wrun_01KNA8R0MP137B0BFAYTB23WRN
  • concurrent hook token conflict - two workflows cannot use the same hook token simultaneously | wrun_01KNA905WE7VYATFER855KKR3B

turso (56 failed):

  • addTenWorkflow | wrun_01KNA8PSR8BV0BRRTEGDGMJW3Y
  • addTenWorkflow | wrun_01KNA8PSR8BV0BRRTEGDGMJW3Y
  • wellKnownAgentWorkflow (.well-known/agent) | wrun_01KNA8R1E1V69600F59XX770B9
  • should work with react rendering in step
  • promiseAllWorkflow | wrun_01KNA8Q1V00RSKR61VMZXF6HBY
  • promiseRaceWorkflow | wrun_01KNA8Q6GJ5XNH30DGT9FGYGZJ
  • promiseAnyWorkflow | wrun_01KNA8Q8VAXBS02KW9FN8HHKNW
  • importedStepOnlyWorkflow | wrun_01KNA8RD46079T8ZP2DBMWMAE6
  • hookWorkflow | wrun_01KNA8QN5EW19DJDVVT6W72RJX
  • hookWorkflow is not resumable via public webhook endpoint | wrun_01KNA8R0MP137B0BFAYTB23WRN
  • webhookWorkflow | wrun_01KNA8R9K4MV9NGGTP9JY1KHTR
  • sleepingWorkflow | wrun_01KNA8RGTV7JZAC804VV53B1T5
  • parallelSleepWorkflow | wrun_01KNA8RWHX1A2DEYBFEBBHRANS
  • nullByteWorkflow | wrun_01KNA8S03YNF0MP52QJ97GG52W
  • workflowAndStepMetadataWorkflow | wrun_01KNA8S2WMTBY7G23YRF9XRM11
  • fetchWorkflow | wrun_01KNA8VTB6REGAC6K9YNJG0TE6
  • promiseRaceStressTestWorkflow | wrun_01KNA8VY2ETV7VGTT20F22CA4F
  • error handling error propagation workflow errors nested function calls preserve message and stack trace
  • error handling error propagation workflow errors cross-file imports preserve message and stack trace
  • error handling error propagation step errors basic step error preserves message and stack trace
  • error handling error propagation step errors cross-file step error preserves message and function names in stack
  • error handling retry behavior regular Error retries until success
  • error handling retry behavior FatalError fails immediately without retries
  • error handling retry behavior RetryableError respects custom retryAfter delay
  • error handling retry behavior maxRetries=0 disables retries
  • error handling catchability FatalError can be caught and detected with FatalError.is()
  • error handling not registered WorkflowNotRegisteredError fails the run when workflow does not exist
  • error handling not registered StepNotRegisteredError fails the step but workflow can catch it
  • error handling not registered StepNotRegisteredError fails the run when not caught in workflow
  • hookCleanupTestWorkflow - hook token reuse after workflow completion | wrun_01KNA8ZG05TQ0ESM6QT6FVPQAM
  • concurrent hook token conflict - two workflows cannot use the same hook token simultaneously | wrun_01KNA905WE7VYATFER855KKR3B
  • hookDisposeTestWorkflow - hook token reuse after explicit disposal while workflow still running | wrun_01KNA90VXC65PJRXW850ZWCDVV
  • stepFunctionPassingWorkflow - step function references can be passed as arguments (without closure vars) | wrun_01KNA91GKKATQN0MAN4GW4Q1CC
  • stepFunctionWithClosureWorkflow - step function with closure variables passed as argument | wrun_01KNA91SX9G5918KQJ3W92ANV5
  • closureVariableWorkflow - nested step functions with closure variables | wrun_01KNA91ZHT69WGWTB0DM83620N
  • spawnWorkflowFromStepWorkflow - spawning a child workflow using start() inside a step | wrun_01KNA921X0FQ1W7CZR6WCVKAQ6
  • health check (queue-based) - workflow and step endpoints respond to health check messages
  • pathsAliasWorkflow - TypeScript path aliases resolve correctly | wrun_01KNA92JDFF7A7C81HY30BJ5GQ
  • Calculator.calculate - static workflow method using static step methods from another class | wrun_01KNA92RD7TJVY2BY0MAEM3MJA
  • AllInOneService.processNumber - static workflow method using sibling static step methods | wrun_01KNA92ZB093DYKM5WCYGS43K0
  • ChainableService.processWithThis - static step methods using this to reference the class | wrun_01KNA9367D3AWWH54XXC0KN21C
  • thisSerializationWorkflow - step function invoked with .call() and .apply() | wrun_01KNA93D782JBVZNT411ZC36B4
  • customSerializationWorkflow - custom class serialization with WORKFLOW_SERIALIZE/WORKFLOW_DESERIALIZE | wrun_01KNA93M6REYABQVMW11NKCK7A
  • instanceMethodStepWorkflow - instance methods with "use step" directive | wrun_01KNA93W6B3NK2YHSGTRPCZF5N
  • crossContextSerdeWorkflow - classes defined in step code are deserializable in workflow context | wrun_01KNA947T5YM7MHVRF24F8W7H9
  • stepFunctionAsStartArgWorkflow - step function reference passed as start() argument | wrun_01KNA94FY7D8681ZRW0JPXX04P
  • cancelRun - cancelling a running workflow | wrun_01KNA94PS7RKXFHEWH3ZP902NG
  • cancelRun via CLI - cancelling a running workflow | wrun_01KNA950982GN8S3FHJR2JJ638
  • pages router addTenWorkflow via pages router
  • pages router promiseAllWorkflow via pages router
  • pages router sleepingWorkflow via pages router
  • hookWithSleepWorkflow - hook payloads delivered correctly with concurrent sleep | wrun_01KNA95CWKQXD34X0AFRW7K5FC
  • sleepInLoopWorkflow - sleep inside loop with steps actually delays each iteration | wrun_01KNA963GP477F5P4CXR5FDNR5
  • sleepWithSequentialStepsWorkflow - sequential steps work with concurrent sleep (control) | wrun_01KNA96DW29SEZWN6AP9E5TMV5
  • importMetaUrlWorkflow - import.meta.url is available in step bundles | wrun_01KNA96P2FY8CP9AJHWN281D2V
  • metadataFromHelperWorkflow - getWorkflowMetadata/getStepMetadata work from module-level helper (#1577) | wrun_01KNA96RBKDFHPH1609GNGNN8K

Details by Category

✅ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro7807
✅ example7807
✅ express7807
✅ fastify7807
✅ hono7807
✅ nextjs-turbopack8302
✅ nextjs-webpack8302
✅ nitro7807
✅ nuxt7807
✅ sveltekit7807
✅ vite7807
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable71014
✅ express-stable71014
✅ fastify-stable71014
✅ hono-stable71014
✅ nextjs-turbopack-canary60025
✅ nextjs-turbopack-stable7708
✅ nextjs-webpack-canary60025
✅ nextjs-webpack-stable7708
✅ nitro-stable71014
✅ nuxt-stable71014
✅ sveltekit-stable71014
✅ vite-stable71014
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable71014
✅ express-stable71014
✅ fastify-stable71014
✅ hono-stable71014
✅ nextjs-turbopack-canary60025
✅ nextjs-turbopack-stable7708
✅ nextjs-webpack-canary60025
✅ nextjs-webpack-stable7708
✅ nitro-stable71014
✅ nuxt-stable71014
✅ sveltekit-stable71014
✅ vite-stable71014
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📊 Benchmark Results

📈 Comparing against baseline from main branch. Green 🟢 = faster, Red 🔺 = slower.

workflow with no steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express0.042s (-1.6%)1.005s (~)0.963s101.00x
💻 LocalNitro0.043s (-16.5% 🟢)1.005s (~)0.962s101.02x
💻 LocalNext.js (Turbopack)0.049s1.005s0.957s101.15x
🌐 RedisNext.js (Turbopack)0.054s1.005s0.951s101.28x
🐘 PostgresNext.js (Turbopack)0.058s1.011s0.953s101.36x
🐘 PostgresExpress0.059s (-11.0% 🟢)1.011s (~)0.952s101.40x
🐘 PostgresNitro0.060s (+4.7%)1.011s (~)0.950s101.42x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express0.442s (-10.8% 🟢)2.431s (-4.1%)1.989s101.00x
▲ VercelNext.js (Turbopack)0.585s (-8.9% 🟢)2.712s (+11.1% 🔺)2.127s101.32x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.127s (-1.3%)2.006s (~)0.879s101.00x
🌐 RedisNext.js (Turbopack)1.127s2.007s0.879s101.00x
💻 LocalExpress1.131s (~)2.006s (~)0.875s101.00x
💻 LocalNext.js (Turbopack)1.134s2.006s0.872s101.01x
🐘 PostgresNext.js (Turbopack)1.138s2.011s0.873s101.01x
🐘 PostgresExpress1.144s (~)2.011s (~)0.866s101.02x
🐘 PostgresNitro1.151s (~)2.009s (~)0.858s101.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.103s (-0.7%)3.676s (-4.9%)1.573s101.00x
▲ VercelNext.js (Turbopack)2.395s (+5.6% 🔺)4.038s (+12.7% 🔺)1.643s101.14x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Next.js (Turbopack)10.820s11.024s0.203s31.00x
🐘 PostgresNext.js (Turbopack)10.821s11.018s0.197s31.00x
🌐 RedisNext.js (Turbopack)10.870s11.026s0.156s31.00x
🐘 PostgresNitro10.876s (~)11.023s (~)0.147s31.01x
🐘 PostgresExpress10.904s (~)11.023s (~)0.119s31.01x
💻 LocalNitro10.920s (-0.9%)11.024s (-2.9%)0.104s31.01x
💻 LocalExpress10.944s (~)11.023s (~)0.080s31.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express18.278s (+6.5% 🔺)19.811s (+3.7%)1.533s21.00x
▲ VercelNext.js (Turbopack)19.079s (+3.9%)21.213s (+5.5% 🔺)2.134s21.04x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)14.358s15.031s0.673s41.00x
🐘 PostgresNext.js (Turbopack)14.417s15.021s0.604s41.00x
🐘 PostgresNitro14.491s (~)15.021s (~)0.530s41.01x
🐘 PostgresExpress14.605s (~)15.022s (~)0.417s41.02x
💻 LocalNext.js (Turbopack)14.636s15.030s0.394s41.02x
💻 LocalNitro14.995s (-1.4%)15.279s (-4.7%)0.285s41.04x
💻 LocalExpress15.040s (+0.6%)15.529s (+3.3%)0.489s41.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)32.642s (-3.3%)34.633s (-2.1%)1.991s21.00x
▲ VercelExpress33.028s (+4.3%)34.675s (+4.0%)1.647s21.01x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)13.633s14.027s0.395s71.00x
🐘 PostgresNext.js (Turbopack)13.639s14.021s0.383s71.00x
🐘 PostgresNitro13.747s (-1.8%)14.021s (-3.9%)0.274s71.01x
🐘 PostgresExpress14.084s (~)15.022s (+3.9%)0.938s61.03x
💻 LocalNext.js (Turbopack)16.070s16.864s0.794s61.18x
💻 LocalNitro16.915s (-1.4%)17.031s (-5.6% 🟢)0.116s61.24x
💻 LocalExpress16.928s (+1.5%)17.364s (+2.0%)0.436s61.24x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express51.581s (-1.5%)53.389s (-1.2%)1.807s21.00x
▲ VercelNext.js (Turbopack)56.153s (+3.1%)58.058s (+4.7%)1.905s21.09x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.231s2.011s0.780s151.00x
🐘 PostgresExpress1.262s (~)2.014s (~)0.751s151.03x
🐘 PostgresNitro1.280s (+1.6%)2.011s (~)0.730s151.04x
🌐 RedisNext.js (Turbopack)1.304s2.007s0.703s151.06x
💻 LocalExpress1.493s (-3.1%)2.005s (~)0.512s151.21x
💻 LocalNext.js (Turbopack)1.520s2.006s0.485s151.24x
💻 LocalNitro1.530s (-2.3%)2.005s (~)0.475s151.24x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.281s (-3.5%)3.940s (-2.5%)1.659s81.00x
▲ VercelNext.js (Turbopack)2.427s (-12.8% 🟢)3.943s (+1.5%)1.516s81.06x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro2.306s (-0.8%)3.009s (~)0.703s101.00x
🐘 PostgresExpress2.336s (~)3.012s (~)0.675s101.01x
🐘 PostgresNext.js (Turbopack)2.383s3.010s0.627s101.03x
🌐 RedisNext.js (Turbopack)2.625s3.009s0.384s101.14x
💻 LocalNext.js (Turbopack)2.834s3.209s0.375s101.23x
💻 LocalExpress2.871s (-7.7% 🟢)3.309s (-17.5% 🟢)0.437s101.25x
💻 LocalNitro2.942s (-5.7% 🟢)3.761s (-3.2%)0.819s81.28x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.969s (-4.5%)4.357s (-3.8%)1.388s81.00x
▲ VercelExpress3.732s (+21.9% 🔺)5.491s (+15.7% 🔺)1.759s61.26x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro3.459s (~)4.009s (~)0.551s81.00x
🐘 PostgresExpress3.470s (~)4.013s (~)0.543s81.00x
🐘 PostgresNext.js (Turbopack)3.644s4.013s0.369s81.05x
🌐 RedisNext.js (Turbopack)4.236s5.012s0.776s61.22x
💻 LocalNext.js (Turbopack)8.095s8.769s0.675s42.34x
💻 LocalNitro8.464s (+1.0%)9.020s (~)0.556s42.45x
💻 LocalExpress8.738s (+7.2% 🔺)9.275s (+2.8%)0.537s42.53x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.913s (+1.8%)5.535s (~)1.622s61.00x
▲ VercelNext.js (Turbopack)3.933s (-5.0% 🟢)5.352s (-6.7% 🟢)1.419s61.01x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.219s2.010s0.791s151.00x
🐘 PostgresNitro1.245s (-1.0%)2.009s (~)0.764s151.02x
🐘 PostgresExpress1.259s (~)2.010s (~)0.751s151.03x
🌐 RedisNext.js (Turbopack)1.313s2.007s0.694s151.08x
💻 LocalExpress1.515s (-1.8%)2.006s (~)0.492s151.24x
💻 LocalNext.js (Turbopack)1.537s2.006s0.469s151.26x
💻 LocalNitro1.560s (~)2.006s (~)0.446s151.28x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.223s (-1.0%)3.944s (+9.6% 🔺)1.721s81.00x
▲ VercelExpress2.479s (+0.5%)4.147s (~)1.667s81.12x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro2.316s (~)3.009s (~)0.693s101.00x
🐘 PostgresExpress2.338s (~)3.012s (~)0.674s101.01x
🐘 PostgresNext.js (Turbopack)2.374s3.011s0.636s101.03x
🌐 RedisNext.js (Turbopack)2.552s3.008s0.456s101.10x
💻 LocalNext.js (Turbopack)2.912s3.564s0.652s91.26x
💻 LocalExpress3.031s (-2.5%)3.760s (-3.2%)0.729s81.31x
💻 LocalNitro3.212s (~)4.010s (+3.2%)0.798s81.39x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.525s (-2.5%)3.989s (+0.9%)1.464s81.00x
▲ VercelNext.js (Turbopack)3.402s (+16.8% 🔺)5.045s (+26.3% 🔺)1.643s61.35x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express3.473s (~)4.010s (~)0.538s81.00x
🐘 PostgresNitro3.475s (~)4.010s (~)0.536s81.00x
🐘 PostgresNext.js (Turbopack)3.657s4.013s0.356s81.05x
🌐 RedisNext.js (Turbopack)4.134s5.012s0.878s61.19x
💻 LocalNext.js (Turbopack)8.223s8.769s0.546s42.37x
💻 LocalNitro9.022s (+0.8%)9.771s (+5.4% 🔺)0.750s42.60x
💻 LocalExpress9.027s (~)9.522s (~)0.495s42.60x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.514s (+5.2% 🔺)5.167s (+7.1% 🔺)1.653s61.00x
▲ VercelNext.js (Turbopack)4.218s (+14.7% 🔺)6.120s (+19.3% 🔺)1.902s51.20x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)0.769s1.005s0.236s601.00x
🐘 PostgresNext.js (Turbopack)0.788s1.023s0.235s591.02x
🐘 PostgresNitro0.813s (-1.7%)1.007s (~)0.194s601.06x
💻 LocalNext.js (Turbopack)0.845s1.005s0.159s601.10x
🐘 PostgresExpress0.849s (~)1.007s (~)0.159s601.10x
💻 LocalExpress1.004s (+0.6%)1.338s (-6.0% 🟢)0.334s451.31x
💻 LocalNitro1.009s (-1.6%)1.611s (-15.8% 🟢)0.602s381.31x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express9.044s (-7.8% 🟢)10.959s (-9.2% 🟢)1.914s61.00x
▲ VercelNext.js (Turbopack)10.069s (-1.7%)12.322s (+3.9%)2.253s61.11x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)1.790s2.006s0.217s451.00x
🐘 PostgresNext.js (Turbopack)1.872s2.076s0.204s441.05x
🐘 PostgresNitro1.915s (-2.4%)2.054s (-4.6%)0.138s441.07x
🐘 PostgresExpress1.982s (-2.0%)2.342s (-12.8% 🟢)0.360s391.11x
💻 LocalNext.js (Turbopack)2.690s3.008s0.318s301.50x
💻 LocalExpress3.045s (+1.0%)3.586s (-0.6%)0.541s261.70x
💻 LocalNitro3.060s (-0.9%)3.801s (-5.2% 🟢)0.741s241.71x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express27.192s (-9.8% 🟢)29.080s (-9.1% 🟢)1.888s41.00x
▲ VercelNext.js (Turbopack)29.273s (-2.7%)31.220s (-1.4%)1.947s31.08x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)3.604s4.009s0.405s301.00x
🐘 PostgresNext.js (Turbopack)3.697s4.011s0.314s301.03x
🐘 PostgresNitro3.883s (-3.4%)4.110s (-9.3% 🟢)0.227s301.08x
🐘 PostgresExpress4.138s (+2.0%)4.931s (+3.1%)0.794s251.15x
💻 LocalNext.js (Turbopack)8.702s9.018s0.315s142.41x
💻 LocalNitro9.194s (-2.3%)10.019s (~)0.825s122.55x
💻 LocalExpress9.350s (+2.3%)9.787s (+1.6%)0.437s132.59x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express71.160s (-14.8% 🟢)72.955s (-15.0% 🟢)1.795s21.00x
▲ VercelNext.js (Turbopack)77.068s (-7.9% 🟢)78.794s (-8.3% 🟢)1.726s21.08x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.252s1.008s0.756s601.00x
🐘 PostgresNitro0.284s (+3.9%)1.008s (~)0.724s601.13x
🐘 PostgresExpress0.284s (+2.0%)1.008s (~)0.724s601.13x
🌐 RedisNext.js (Turbopack)0.295s1.005s0.710s601.17x
💻 LocalNext.js (Turbopack)0.587s1.005s0.418s602.33x
💻 LocalExpress0.605s (+4.0%)1.005s (~)0.400s602.40x
💻 LocalNitro0.606s (-11.3% 🟢)1.005s (-3.4%)0.399s602.40x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.882s (-5.6% 🟢)3.495s (-8.7% 🟢)1.612s181.00x
▲ VercelExpress1.933s (+22.6% 🔺)3.342s (+7.7% 🔺)1.409s181.03x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.469s1.007s0.538s901.00x
🐘 PostgresNitro0.487s (~)1.007s (~)0.520s901.04x
🐘 PostgresExpress0.494s (-0.7%)1.008s (~)0.513s901.05x
🌐 RedisNext.js (Turbopack)1.244s2.006s0.762s452.65x
💻 LocalNitro2.450s (-3.2%)3.009s (~)0.559s305.22x
💻 LocalExpress2.560s (~)3.009s (~)0.448s305.45x
💻 LocalNext.js (Turbopack)2.612s3.009s0.397s305.56x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.670s (-24.7% 🟢)4.246s (-20.4% 🟢)1.576s221.00x
▲ VercelNext.js (Turbopack)3.682s (-18.9% 🟢)5.352s (-12.4% 🟢)1.670s171.38x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.744s1.015s0.271s1191.00x
🐘 PostgresNitro0.770s (~)1.008s (~)0.238s1201.03x
🐘 PostgresExpress0.783s (-1.1%)1.009s (~)0.225s1191.05x
🌐 RedisNext.js (Turbopack)2.831s3.136s0.305s393.80x
💻 LocalNext.js (Turbopack)10.931s11.391s0.460s1114.68x
💻 LocalNitro11.057s (-2.6%)11.482s (-3.8%)0.425s1114.85x
💻 LocalExpress11.257s (~)11.756s (-1.5%)0.498s1115.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express7.626s (-7.6% 🟢)9.342s (-4.6%)1.717s131.00x
▲ VercelNext.js (Turbopack)90.118s (+988.5% 🔺)91.958s (+844.5% 🔺)1.840s611.82x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Next.js (Turbopack)0.171s1.002s0.013s1.018s0.847s101.00x
🌐 RedisNext.js (Turbopack)0.190s1.001s0.002s1.008s0.818s101.11x
🐘 PostgresNext.js (Turbopack)0.193s1.001s0.002s1.010s0.817s101.13x
🐘 PostgresExpress0.202s (-0.9%)0.995s (~)0.002s (+28.6% 🔺)1.009s (~)0.807s101.18x
💻 LocalExpress0.205s (+0.8%)1.003s (~)0.011s (-8.3% 🟢)1.017s (~)0.812s101.20x
💻 LocalNitro0.209s (-4.2%)1.003s (~)0.012s (+6.3% 🔺)1.018s (~)0.809s101.22x
🐘 PostgresNitro0.211s (+1.1%)0.992s (~)0.001s (-13.3% 🟢)1.010s (~)0.799s101.23x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express1.775s (-3.5%)2.987s (+1.0%)0.499s (-15.2% 🟢)4.122s (-2.9%)2.347s101.00x
▲ VercelNext.js (Turbopack)1.929s (-3.7%)3.203s (+7.5% 🔺)0.570s (-15.3% 🟢)4.401s (+4.9%)2.472s101.09x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)0.498s1.001s0.003s1.012s0.513s601.00x
🐘 PostgresNitro0.589s (-2.5%)1.001s (~)0.004s (+1.3%)1.022s (~)0.433s591.18x
🐘 PostgresNext.js (Turbopack)0.596s1.008s0.007s1.025s0.429s591.20x
🐘 PostgresExpress0.633s (+2.7%)1.004s (~)0.006s (+40.7% 🔺)1.026s (~)0.393s591.27x
💻 LocalNext.js (Turbopack)0.656s1.008s0.008s1.022s0.365s591.32x
💻 LocalNitro0.725s (-4.6%)1.010s (~)0.009s (-5.3% 🟢)1.023s (~)0.298s591.46x
💻 LocalExpress0.736s (+1.7%)1.011s (~)0.009s (+8.1% 🔺)1.024s (~)0.288s591.48x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express4.268s (-1.0%)5.366s (-1.9%)0.211s (-8.7% 🟢)6.147s (-4.9%)1.879s101.00x
▲ VercelNext.js (Turbopack)4.567s (-22.3% 🟢)5.568s (-19.7% 🟢)0.191s (-54.9% 🟢)6.446s (-18.7% 🟢)1.879s101.07x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)0.900s1.017s0.000s1.021s0.121s591.00x
🐘 PostgresNext.js (Turbopack)0.924s1.155s0.000s1.163s0.239s521.03x
🐘 PostgresNitro0.928s (-4.9%)1.084s (-6.9% 🟢)0.000s (-5.5% 🟢)1.099s (-7.4% 🟢)0.171s551.03x
🐘 PostgresExpress0.946s (-3.2%)1.191s (-0.6%)0.000s (+Infinity% 🔺)1.204s (-2.6%)0.259s511.05x
💻 LocalNitro1.266s (-2.3%)2.021s (~)0.001s (+36.4% 🔺)2.024s (~)0.758s301.41x
💻 LocalNext.js (Turbopack)1.269s2.021s0.000s2.025s0.756s301.41x
💻 LocalExpress1.272s (+2.0%)2.019s (~)0.000s (-25.0% 🟢)2.022s (~)0.751s301.41x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.721s (-9.4% 🟢)3.630s (-11.4% 🟢)0.000s (-95.9% 🟢)4.232s (-12.1% 🟢)1.511s151.00x
▲ VercelNext.js (Turbopack)3.141s (-3.7%)4.418s (+7.1% 🔺)0.000s (+Infinity% 🔺)5.074s (+8.3% 🔺)1.933s121.15x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

fan-out fan-in 10 streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)1.652s2.035s0.000s2.040s0.388s301.00x
🐘 PostgresNitro1.732s (+1.0%)2.102s (~)0.000s (+3.6%)2.145s (+1.5%)0.413s281.05x
🐘 PostgresExpress1.769s (+1.1%)2.175s (+5.2% 🔺)0.000s (+Infinity% 🔺)2.205s (+4.8%)0.435s281.07x
🐘 PostgresNext.js (Turbopack)1.786s2.145s0.000s2.157s0.371s281.08x
💻 LocalNitro3.590s (-3.9%)4.100s (-3.2%)0.001s (-9.1% 🟢)4.104s (-3.2%)0.514s152.17x
💻 LocalNext.js (Turbopack)3.610s4.098s0.001s4.103s0.492s152.19x
💻 LocalExpress3.711s (+2.5%)4.300s (+4.9%)0.001s (+42.9% 🔺)4.303s (+4.9%)0.592s152.25x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.875s (+3.7%)5.036s (~)0.000s (-100.0% 🟢)5.680s (+0.5%)1.805s111.00x
▲ VercelNext.js (Turbopack)5.862s (+11.2% 🔺)7.131s (+14.6% 🔺)0.000s (NaN%)7.722s (+14.1% 🔺)1.860s81.51x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalNext.js (Turbopack)14/21
🐘 PostgresNext.js (Turbopack)15/21
▲ VercelExpress17/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres19/21
Next.js (Turbopack)🌐 Redis9/21
Nitro🐘 Postgres18/21
Column Definitions
  • Workflow Time: Runtime reported by workflow (completedAt - createdAt) - primary metric
  • TTFB: Time to First Byte - time from workflow start until first stream byte received (stream benchmarks only)
  • Slurp: Time from first byte to complete stream consumption (stream benchmarks only)
  • Wall Time: Total testbench time (trigger workflow + poll for result)
  • Overhead: Testbench overhead (Wall Time - Workflow Time)
  • Samples: Number of benchmark iterations run
  • vs Fastest: How much slower compared to the fastest configuration for this benchmark

Worlds:

  • 💻 Local: In-memory filesystem world (local development)
  • 🐘 Postgres: PostgreSQL database world (local development)
  • ▲ Vercel: Vercel production/preview deployment
  • 🌐 Turso: Community world (local development)
  • 🌐 MongoDB: Community world (local development)
  • 🌐 Redis: Community world (local development)
  • 🌐 Jazz: Community world (local development)

📋 View full workflow run


Some benchmark jobs failed:

  • Local: success
  • Postgres: success
  • Vercel: failure

Check the workflow run for details.

When bundlers (e.g. Vercel's production bundler) create multiple copies
of the context-storage module, two separate AsyncLocalStorage instances
are created. The step handler sets context on one instance, but
getWorkflowMetadata()/getStepMetadata() reads from the other, causing
the store to appear empty.
Fix by storing the AsyncLocalStorage instance on globalThis using
Symbol.for(), guaranteeing a single shared instance regardless of how
many times the module is loaded. This mirrors the pattern already used
by the workflow VM context (WORKFLOW_CONTEXT symbol).
Closes#1577
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
@VaguelySerious
VaguelySerious marked this pull request as ready for review April 2, 2026 17:45
@VaguelySerious
VaguelySerious requested a review from a team as a code ownerApril 2, 2026 17:45

@karthikscale3karthikscale3 left a comment

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AI review: Approve — correct fix, follows the established Symbol.for() + globalThis singleton pattern already used in 11+ places across @workflow/core (symbols.ts, runtime/world.ts, get-workflow-metadata.ts). No regression risk — validated on all 11 Vercel preview deployments (868 passed, 0 new failures). Will let Pranay and Nate take a pass at this as well.

@pablodecm

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Fix seems to work to fix #1577 in realistic/production like setting (after forcing vercel not to use build cache).

Comment thread.changeset/fix-step-context-singleton.md Outdated
Comment threadpackages/core/src/step/context-storage.ts
Co-authored-by: Peter Wielander <mittgfu@gmail.com>
Signed-off-by: Peter Wielander <mittgfu@gmail.com>
@VaguelySeriousVaguelySerious changed the title [core] Fix step context singleton for Vercel deployments[core] Enforce single ALS context to protect against duplicate module and caching issuesApr 3, 2026
@VaguelySerious
VaguelySerious enabled auto-merge (squash) April 3, 2026 18:59
@VaguelySeriousVaguelySerious changed the title [core] Enforce single ALS context to protect against duplicate module and caching issues[core] Enforce single module context to protect against duplicate module and caching issuesApr 3, 2026
@VaguelySeriousVaguelySerious changed the title [core] Enforce single module context to protect against duplicate module and caching issues[core] Make stepContext a global singleton to protect against module duplication and caching issuesApr 3, 2026

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Clean, well-scoped fix. The Symbol.for() + globalThis singleton pattern is the standard approach for ensuring a single instance across duplicated modules, and it's implemented correctly here.

What I verified:

  1. Singleton pattern is correct — The ?? + assignment expression atomically checks-and-sets the global slot. Symbol.for('WORKFLOW_STEP_CONTEXT_STORAGE') guarantees the same symbol across module copies (unlike Symbol() which creates unique symbols).

  2. @__PURE__ correctly removed — The old /* @__PURE__ */ new AsyncLocalStorage() told tree-shakers the expression was side-effect-free. The new expression writes to globalThis, so removing it is correct.

  3. All 21 callers of contextStorage use .run() or .getStore() — none create their own instance. The fix ensures they all reference the same AsyncLocalStorage regardless of how many copies of the module exist.

  4. Extracted StepContext type — Good refactor. The inline type was getting unwieldy.

  5. Unit tests cover the three important properties: same instance across imports, stored on globalThis via Symbol.for(), and context propagation between separately-constructed references.

  6. E2e test directly reproduces the #1577 pattern — helper function at module scope calling getWorkflowMetadata()/getStepMetadata() outside the step body.

  7. Changeset is correctly patch and accurately describes the fix as defense-in-depth.

LGTM.

@VaguelySerious
VaguelySerious merged commit d8aaf27 into mainApr 3, 2026
103 of 105 checks passed
@VaguelySerious
VaguelySerious deleted the peter/issue-1577 branch April 3, 2026 20:47
@ghostghost mentioned this pull request Apr 3, 2026
@ghostghost mentioned this pull request Apr 7, 2026
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Successfully merging this pull request may close these issues.

Vercel World Regression: getWorkflowMetadata() fully breaking runs AsyncLocalStorage context lost in tool execution (regression in beta.40)

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@VaguelySerious@pablodecm@TooTallNate@karthikscale3
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links"); } } catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); } })(); (function(){ try { var __m = "youtube.com"; var __re = new RegExp('^' + "youtube\\.com" + '
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[core] Make stepContext a global singleton to protect against module duplication and caching issues - #1591

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peter/issue-1577
Apr 3, 2026
Merged

[core] Make stepContext a global singleton to protect against module duplication and caching issues#1591
VaguelySerious merged 2 commits into
mainfrom
peter/issue-1577

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@VaguelySeriousVaguelySerious commented Apr 2, 2026

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Summary

  • Fixes getWorkflowMetadata()/getStepMetadata() throwing "can only be called inside a workflow or step function" when called from a helper function outside the step body on Vercel deployments
  • Makes the step context AsyncLocalStorage a process-wide singleton via Symbol.for() on globalThis, preventing dual-instance issues when bundlers create multiple copies of the module
  • Adds unit tests for the singleton behavior and e2e regression test matching the exact repro pattern from the issue

Closes#1577
Closes#839

Test plan

  • Unit tests for singleton behavior (context-storage.test.ts)
  • E2e regression test (metadataFromHelperWorkflow) matching the exact repro pattern
  • All 563 existing core tests pass
  • CI passes
  • Vercel preview deployment validates the fix on actual Vercel infrastructure

🤖 Generated with Claude Code

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changeset-botBot commented Apr 2, 2026

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🦋 Changeset detected

Latest commit: c7b37f7

The changes in this PR will be included in the next version bump.

This PR includes changesets to release 16 packages
NameType
@workflow/corePatch
@workflow/buildersPatch
@workflow/cliPatch
@workflow/nextPatch
@workflow/nitroPatch
@workflow/vitestPatch
@workflow/web-sharedPatch
workflowPatch
@workflow/world-testingPatch
@workflow/astroPatch
@workflow/nestPatch
@workflow/rollupPatch
@workflow/sveltekitPatch
@workflow/vitePatch
@workflow/nuxtPatch
@workflow/aiPatch

Not sure what this means? Click here to learn what changesets are.

Click here if you're a maintainer who wants to add another changeset to this PR

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🧪 E2E Test Results

Some tests failed

Summary

PassedFailedSkippedTotal
✅ ▲ Vercel Production868067935
✅ 💻 Local Development84201781020
✅ 📦 Local Production84201781020
✅ 🐘 Local Postgres84201781020
✅ 🪟 Windows770885
❌ 🌍 Community Worlds1356024219
✅ 📋 Other213042255
Total3819606754554

❌ Failed Tests

🌍 Community Worlds (60 failed)

mongodb (2 failed):

  • hookWorkflow is not resumable via public webhook endpoint | wrun_01KNA8R0MP137B0BFAYTB23WRN
  • concurrent hook token conflict - two workflows cannot use the same hook token simultaneously | wrun_01KNA905WE7VYATFER855KKR3B

redis (2 failed):

  • hookWorkflow is not resumable via public webhook endpoint | wrun_01KNA8R0MP137B0BFAYTB23WRN
  • concurrent hook token conflict - two workflows cannot use the same hook token simultaneously | wrun_01KNA905WE7VYATFER855KKR3B

turso (56 failed):

  • addTenWorkflow | wrun_01KNA8PSR8BV0BRRTEGDGMJW3Y
  • addTenWorkflow | wrun_01KNA8PSR8BV0BRRTEGDGMJW3Y
  • wellKnownAgentWorkflow (.well-known/agent) | wrun_01KNA8R1E1V69600F59XX770B9
  • should work with react rendering in step
  • promiseAllWorkflow | wrun_01KNA8Q1V00RSKR61VMZXF6HBY
  • promiseRaceWorkflow | wrun_01KNA8Q6GJ5XNH30DGT9FGYGZJ
  • promiseAnyWorkflow | wrun_01KNA8Q8VAXBS02KW9FN8HHKNW
  • importedStepOnlyWorkflow | wrun_01KNA8RD46079T8ZP2DBMWMAE6
  • hookWorkflow | wrun_01KNA8QN5EW19DJDVVT6W72RJX
  • hookWorkflow is not resumable via public webhook endpoint | wrun_01KNA8R0MP137B0BFAYTB23WRN
  • webhookWorkflow | wrun_01KNA8R9K4MV9NGGTP9JY1KHTR
  • sleepingWorkflow | wrun_01KNA8RGTV7JZAC804VV53B1T5
  • parallelSleepWorkflow | wrun_01KNA8RWHX1A2DEYBFEBBHRANS
  • nullByteWorkflow | wrun_01KNA8S03YNF0MP52QJ97GG52W
  • workflowAndStepMetadataWorkflow | wrun_01KNA8S2WMTBY7G23YRF9XRM11
  • fetchWorkflow | wrun_01KNA8VTB6REGAC6K9YNJG0TE6
  • promiseRaceStressTestWorkflow | wrun_01KNA8VY2ETV7VGTT20F22CA4F
  • error handling error propagation workflow errors nested function calls preserve message and stack trace
  • error handling error propagation workflow errors cross-file imports preserve message and stack trace
  • error handling error propagation step errors basic step error preserves message and stack trace
  • error handling error propagation step errors cross-file step error preserves message and function names in stack
  • error handling retry behavior regular Error retries until success
  • error handling retry behavior FatalError fails immediately without retries
  • error handling retry behavior RetryableError respects custom retryAfter delay
  • error handling retry behavior maxRetries=0 disables retries
  • error handling catchability FatalError can be caught and detected with FatalError.is()
  • error handling not registered WorkflowNotRegisteredError fails the run when workflow does not exist
  • error handling not registered StepNotRegisteredError fails the step but workflow can catch it
  • error handling not registered StepNotRegisteredError fails the run when not caught in workflow
  • hookCleanupTestWorkflow - hook token reuse after workflow completion | wrun_01KNA8ZG05TQ0ESM6QT6FVPQAM
  • concurrent hook token conflict - two workflows cannot use the same hook token simultaneously | wrun_01KNA905WE7VYATFER855KKR3B
  • hookDisposeTestWorkflow - hook token reuse after explicit disposal while workflow still running | wrun_01KNA90VXC65PJRXW850ZWCDVV
  • stepFunctionPassingWorkflow - step function references can be passed as arguments (without closure vars) | wrun_01KNA91GKKATQN0MAN4GW4Q1CC
  • stepFunctionWithClosureWorkflow - step function with closure variables passed as argument | wrun_01KNA91SX9G5918KQJ3W92ANV5
  • closureVariableWorkflow - nested step functions with closure variables | wrun_01KNA91ZHT69WGWTB0DM83620N
  • spawnWorkflowFromStepWorkflow - spawning a child workflow using start() inside a step | wrun_01KNA921X0FQ1W7CZR6WCVKAQ6
  • health check (queue-based) - workflow and step endpoints respond to health check messages
  • pathsAliasWorkflow - TypeScript path aliases resolve correctly | wrun_01KNA92JDFF7A7C81HY30BJ5GQ
  • Calculator.calculate - static workflow method using static step methods from another class | wrun_01KNA92RD7TJVY2BY0MAEM3MJA
  • AllInOneService.processNumber - static workflow method using sibling static step methods | wrun_01KNA92ZB093DYKM5WCYGS43K0
  • ChainableService.processWithThis - static step methods using this to reference the class | wrun_01KNA9367D3AWWH54XXC0KN21C
  • thisSerializationWorkflow - step function invoked with .call() and .apply() | wrun_01KNA93D782JBVZNT411ZC36B4
  • customSerializationWorkflow - custom class serialization with WORKFLOW_SERIALIZE/WORKFLOW_DESERIALIZE | wrun_01KNA93M6REYABQVMW11NKCK7A
  • instanceMethodStepWorkflow - instance methods with "use step" directive | wrun_01KNA93W6B3NK2YHSGTRPCZF5N
  • crossContextSerdeWorkflow - classes defined in step code are deserializable in workflow context | wrun_01KNA947T5YM7MHVRF24F8W7H9
  • stepFunctionAsStartArgWorkflow - step function reference passed as start() argument | wrun_01KNA94FY7D8681ZRW0JPXX04P
  • cancelRun - cancelling a running workflow | wrun_01KNA94PS7RKXFHEWH3ZP902NG
  • cancelRun via CLI - cancelling a running workflow | wrun_01KNA950982GN8S3FHJR2JJ638
  • pages router addTenWorkflow via pages router
  • pages router promiseAllWorkflow via pages router
  • pages router sleepingWorkflow via pages router
  • hookWithSleepWorkflow - hook payloads delivered correctly with concurrent sleep | wrun_01KNA95CWKQXD34X0AFRW7K5FC
  • sleepInLoopWorkflow - sleep inside loop with steps actually delays each iteration | wrun_01KNA963GP477F5P4CXR5FDNR5
  • sleepWithSequentialStepsWorkflow - sequential steps work with concurrent sleep (control) | wrun_01KNA96DW29SEZWN6AP9E5TMV5
  • importMetaUrlWorkflow - import.meta.url is available in step bundles | wrun_01KNA96P2FY8CP9AJHWN281D2V
  • metadataFromHelperWorkflow - getWorkflowMetadata/getStepMetadata work from module-level helper (#1577) | wrun_01KNA96RBKDFHPH1609GNGNN8K

Details by Category

✅ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro7807
✅ example7807
✅ express7807
✅ fastify7807
✅ hono7807
✅ nextjs-turbopack8302
✅ nextjs-webpack8302
✅ nitro7807
✅ nuxt7807
✅ sveltekit7807
✅ vite7807
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable71014
✅ express-stable71014
✅ fastify-stable71014
✅ hono-stable71014
✅ nextjs-turbopack-canary60025
✅ nextjs-turbopack-stable7708
✅ nextjs-webpack-canary60025
✅ nextjs-webpack-stable7708
✅ nitro-stable71014
✅ nuxt-stable71014
✅ sveltekit-stable71014
✅ vite-stable71014
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable71014
✅ express-stable71014
✅ fastify-stable71014
✅ hono-stable71014
✅ nextjs-turbopack-canary60025
✅ nextjs-turbopack-stable7708
✅ nextjs-webpack-canary60025
✅ nextjs-webpack-stable7708
✅ nitro-stable71014
✅ nuxt-stable71014
✅ sveltekit-stable71014
✅ vite-stable71014
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable71014
✅ express-stable71014
✅ fastify-stable71014
✅ hono-stable71014
✅ nextjs-turbopack-canary60025
✅ nextjs-turbopack-stable7708
✅ nextjs-webpack-canary60025
✅ nextjs-webpack-stable7708
✅ nitro-stable71014
✅ nuxt-stable71014
✅ sveltekit-stable71014
✅ vite-stable71014
✅ 🪟 Windows
AppPassedFailedSkipped
✅ nextjs-turbopack7708
❌ 🌍 Community Worlds
AppPassedFailedSkipped
✅ mongodb-dev500
❌ mongodb5828
✅ redis-dev500
❌ redis5828
✅ turso-dev500
❌ turso4568
✅ 📋 Other
AppPassedFailedSkipped
✅ e2e-local-dev-nest-stable71014
✅ e2e-local-postgres-nest-stable71014
✅ e2e-local-prod-nest-stable71014

📋 View full workflow run

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📊 Benchmark Results

📈 Comparing against baseline from main branch. Green 🟢 = faster, Red 🔺 = slower.

workflow with no steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express0.042s (-1.6%)1.005s (~)0.963s101.00x
💻 LocalNitro0.043s (-16.5% 🟢)1.005s (~)0.962s101.02x
💻 LocalNext.js (Turbopack)0.049s1.005s0.957s101.15x
🌐 RedisNext.js (Turbopack)0.054s1.005s0.951s101.28x
🐘 PostgresNext.js (Turbopack)0.058s1.011s0.953s101.36x
🐘 PostgresExpress0.059s (-11.0% 🟢)1.011s (~)0.952s101.40x
🐘 PostgresNitro0.060s (+4.7%)1.011s (~)0.950s101.42x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express0.442s (-10.8% 🟢)2.431s (-4.1%)1.989s101.00x
▲ VercelNext.js (Turbopack)0.585s (-8.9% 🟢)2.712s (+11.1% 🔺)2.127s101.32x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.127s (-1.3%)2.006s (~)0.879s101.00x
🌐 RedisNext.js (Turbopack)1.127s2.007s0.879s101.00x
💻 LocalExpress1.131s (~)2.006s (~)0.875s101.00x
💻 LocalNext.js (Turbopack)1.134s2.006s0.872s101.01x
🐘 PostgresNext.js (Turbopack)1.138s2.011s0.873s101.01x
🐘 PostgresExpress1.144s (~)2.011s (~)0.866s101.02x
🐘 PostgresNitro1.151s (~)2.009s (~)0.858s101.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.103s (-0.7%)3.676s (-4.9%)1.573s101.00x
▲ VercelNext.js (Turbopack)2.395s (+5.6% 🔺)4.038s (+12.7% 🔺)1.643s101.14x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Next.js (Turbopack)10.820s11.024s0.203s31.00x
🐘 PostgresNext.js (Turbopack)10.821s11.018s0.197s31.00x
🌐 RedisNext.js (Turbopack)10.870s11.026s0.156s31.00x
🐘 PostgresNitro10.876s (~)11.023s (~)0.147s31.01x
🐘 PostgresExpress10.904s (~)11.023s (~)0.119s31.01x
💻 LocalNitro10.920s (-0.9%)11.024s (-2.9%)0.104s31.01x
💻 LocalExpress10.944s (~)11.023s (~)0.080s31.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express18.278s (+6.5% 🔺)19.811s (+3.7%)1.533s21.00x
▲ VercelNext.js (Turbopack)19.079s (+3.9%)21.213s (+5.5% 🔺)2.134s21.04x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)14.358s15.031s0.673s41.00x
🐘 PostgresNext.js (Turbopack)14.417s15.021s0.604s41.00x
🐘 PostgresNitro14.491s (~)15.021s (~)0.530s41.01x
🐘 PostgresExpress14.605s (~)15.022s (~)0.417s41.02x
💻 LocalNext.js (Turbopack)14.636s15.030s0.394s41.02x
💻 LocalNitro14.995s (-1.4%)15.279s (-4.7%)0.285s41.04x
💻 LocalExpress15.040s (+0.6%)15.529s (+3.3%)0.489s41.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)32.642s (-3.3%)34.633s (-2.1%)1.991s21.00x
▲ VercelExpress33.028s (+4.3%)34.675s (+4.0%)1.647s21.01x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)13.633s14.027s0.395s71.00x
🐘 PostgresNext.js (Turbopack)13.639s14.021s0.383s71.00x
🐘 PostgresNitro13.747s (-1.8%)14.021s (-3.9%)0.274s71.01x
🐘 PostgresExpress14.084s (~)15.022s (+3.9%)0.938s61.03x
💻 LocalNext.js (Turbopack)16.070s16.864s0.794s61.18x
💻 LocalNitro16.915s (-1.4%)17.031s (-5.6% 🟢)0.116s61.24x
💻 LocalExpress16.928s (+1.5%)17.364s (+2.0%)0.436s61.24x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express51.581s (-1.5%)53.389s (-1.2%)1.807s21.00x
▲ VercelNext.js (Turbopack)56.153s (+3.1%)58.058s (+4.7%)1.905s21.09x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.231s2.011s0.780s151.00x
🐘 PostgresExpress1.262s (~)2.014s (~)0.751s151.03x
🐘 PostgresNitro1.280s (+1.6%)2.011s (~)0.730s151.04x
🌐 RedisNext.js (Turbopack)1.304s2.007s0.703s151.06x
💻 LocalExpress1.493s (-3.1%)2.005s (~)0.512s151.21x
💻 LocalNext.js (Turbopack)1.520s2.006s0.485s151.24x
💻 LocalNitro1.530s (-2.3%)2.005s (~)0.475s151.24x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.281s (-3.5%)3.940s (-2.5%)1.659s81.00x
▲ VercelNext.js (Turbopack)2.427s (-12.8% 🟢)3.943s (+1.5%)1.516s81.06x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro2.306s (-0.8%)3.009s (~)0.703s101.00x
🐘 PostgresExpress2.336s (~)3.012s (~)0.675s101.01x
🐘 PostgresNext.js (Turbopack)2.383s3.010s0.627s101.03x
🌐 RedisNext.js (Turbopack)2.625s3.009s0.384s101.14x
💻 LocalNext.js (Turbopack)2.834s3.209s0.375s101.23x
💻 LocalExpress2.871s (-7.7% 🟢)3.309s (-17.5% 🟢)0.437s101.25x
💻 LocalNitro2.942s (-5.7% 🟢)3.761s (-3.2%)0.819s81.28x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.969s (-4.5%)4.357s (-3.8%)1.388s81.00x
▲ VercelExpress3.732s (+21.9% 🔺)5.491s (+15.7% 🔺)1.759s61.26x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro3.459s (~)4.009s (~)0.551s81.00x
🐘 PostgresExpress3.470s (~)4.013s (~)0.543s81.00x
🐘 PostgresNext.js (Turbopack)3.644s4.013s0.369s81.05x
🌐 RedisNext.js (Turbopack)4.236s5.012s0.776s61.22x
💻 LocalNext.js (Turbopack)8.095s8.769s0.675s42.34x
💻 LocalNitro8.464s (+1.0%)9.020s (~)0.556s42.45x
💻 LocalExpress8.738s (+7.2% 🔺)9.275s (+2.8%)0.537s42.53x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.913s (+1.8%)5.535s (~)1.622s61.00x
▲ VercelNext.js (Turbopack)3.933s (-5.0% 🟢)5.352s (-6.7% 🟢)1.419s61.01x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.219s2.010s0.791s151.00x
🐘 PostgresNitro1.245s (-1.0%)2.009s (~)0.764s151.02x
🐘 PostgresExpress1.259s (~)2.010s (~)0.751s151.03x
🌐 RedisNext.js (Turbopack)1.313s2.007s0.694s151.08x
💻 LocalExpress1.515s (-1.8%)2.006s (~)0.492s151.24x
💻 LocalNext.js (Turbopack)1.537s2.006s0.469s151.26x
💻 LocalNitro1.560s (~)2.006s (~)0.446s151.28x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.223s (-1.0%)3.944s (+9.6% 🔺)1.721s81.00x
▲ VercelExpress2.479s (+0.5%)4.147s (~)1.667s81.12x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro2.316s (~)3.009s (~)0.693s101.00x
🐘 PostgresExpress2.338s (~)3.012s (~)0.674s101.01x
🐘 PostgresNext.js (Turbopack)2.374s3.011s0.636s101.03x
🌐 RedisNext.js (Turbopack)2.552s3.008s0.456s101.10x
💻 LocalNext.js (Turbopack)2.912s3.564s0.652s91.26x
💻 LocalExpress3.031s (-2.5%)3.760s (-3.2%)0.729s81.31x
💻 LocalNitro3.212s (~)4.010s (+3.2%)0.798s81.39x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.525s (-2.5%)3.989s (+0.9%)1.464s81.00x
▲ VercelNext.js (Turbopack)3.402s (+16.8% 🔺)5.045s (+26.3% 🔺)1.643s61.35x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express3.473s (~)4.010s (~)0.538s81.00x
🐘 PostgresNitro3.475s (~)4.010s (~)0.536s81.00x
🐘 PostgresNext.js (Turbopack)3.657s4.013s0.356s81.05x
🌐 RedisNext.js (Turbopack)4.134s5.012s0.878s61.19x
💻 LocalNext.js (Turbopack)8.223s8.769s0.546s42.37x
💻 LocalNitro9.022s (+0.8%)9.771s (+5.4% 🔺)0.750s42.60x
💻 LocalExpress9.027s (~)9.522s (~)0.495s42.60x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.514s (+5.2% 🔺)5.167s (+7.1% 🔺)1.653s61.00x
▲ VercelNext.js (Turbopack)4.218s (+14.7% 🔺)6.120s (+19.3% 🔺)1.902s51.20x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)0.769s1.005s0.236s601.00x
🐘 PostgresNext.js (Turbopack)0.788s1.023s0.235s591.02x
🐘 PostgresNitro0.813s (-1.7%)1.007s (~)0.194s601.06x
💻 LocalNext.js (Turbopack)0.845s1.005s0.159s601.10x
🐘 PostgresExpress0.849s (~)1.007s (~)0.159s601.10x
💻 LocalExpress1.004s (+0.6%)1.338s (-6.0% 🟢)0.334s451.31x
💻 LocalNitro1.009s (-1.6%)1.611s (-15.8% 🟢)0.602s381.31x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express9.044s (-7.8% 🟢)10.959s (-9.2% 🟢)1.914s61.00x
▲ VercelNext.js (Turbopack)10.069s (-1.7%)12.322s (+3.9%)2.253s61.11x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)1.790s2.006s0.217s451.00x
🐘 PostgresNext.js (Turbopack)1.872s2.076s0.204s441.05x
🐘 PostgresNitro1.915s (-2.4%)2.054s (-4.6%)0.138s441.07x
🐘 PostgresExpress1.982s (-2.0%)2.342s (-12.8% 🟢)0.360s391.11x
💻 LocalNext.js (Turbopack)2.690s3.008s0.318s301.50x
💻 LocalExpress3.045s (+1.0%)3.586s (-0.6%)0.541s261.70x
💻 LocalNitro3.060s (-0.9%)3.801s (-5.2% 🟢)0.741s241.71x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express27.192s (-9.8% 🟢)29.080s (-9.1% 🟢)1.888s41.00x
▲ VercelNext.js (Turbopack)29.273s (-2.7%)31.220s (-1.4%)1.947s31.08x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)3.604s4.009s0.405s301.00x
🐘 PostgresNext.js (Turbopack)3.697s4.011s0.314s301.03x
🐘 PostgresNitro3.883s (-3.4%)4.110s (-9.3% 🟢)0.227s301.08x
🐘 PostgresExpress4.138s (+2.0%)4.931s (+3.1%)0.794s251.15x
💻 LocalNext.js (Turbopack)8.702s9.018s0.315s142.41x
💻 LocalNitro9.194s (-2.3%)10.019s (~)0.825s122.55x
💻 LocalExpress9.350s (+2.3%)9.787s (+1.6%)0.437s132.59x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express71.160s (-14.8% 🟢)72.955s (-15.0% 🟢)1.795s21.00x
▲ VercelNext.js (Turbopack)77.068s (-7.9% 🟢)78.794s (-8.3% 🟢)1.726s21.08x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.252s1.008s0.756s601.00x
🐘 PostgresNitro0.284s (+3.9%)1.008s (~)0.724s601.13x
🐘 PostgresExpress0.284s (+2.0%)1.008s (~)0.724s601.13x
🌐 RedisNext.js (Turbopack)0.295s1.005s0.710s601.17x
💻 LocalNext.js (Turbopack)0.587s1.005s0.418s602.33x
💻 LocalExpress0.605s (+4.0%)1.005s (~)0.400s602.40x
💻 LocalNitro0.606s (-11.3% 🟢)1.005s (-3.4%)0.399s602.40x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.882s (-5.6% 🟢)3.495s (-8.7% 🟢)1.612s181.00x
▲ VercelExpress1.933s (+22.6% 🔺)3.342s (+7.7% 🔺)1.409s181.03x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.469s1.007s0.538s901.00x
🐘 PostgresNitro0.487s (~)1.007s (~)0.520s901.04x
🐘 PostgresExpress0.494s (-0.7%)1.008s (~)0.513s901.05x
🌐 RedisNext.js (Turbopack)1.244s2.006s0.762s452.65x
💻 LocalNitro2.450s (-3.2%)3.009s (~)0.559s305.22x
💻 LocalExpress2.560s (~)3.009s (~)0.448s305.45x
💻 LocalNext.js (Turbopack)2.612s3.009s0.397s305.56x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.670s (-24.7% 🟢)4.246s (-20.4% 🟢)1.576s221.00x
▲ VercelNext.js (Turbopack)3.682s (-18.9% 🟢)5.352s (-12.4% 🟢)1.670s171.38x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.744s1.015s0.271s1191.00x
🐘 PostgresNitro0.770s (~)1.008s (~)0.238s1201.03x
🐘 PostgresExpress0.783s (-1.1%)1.009s (~)0.225s1191.05x
🌐 RedisNext.js (Turbopack)2.831s3.136s0.305s393.80x
💻 LocalNext.js (Turbopack)10.931s11.391s0.460s1114.68x
💻 LocalNitro11.057s (-2.6%)11.482s (-3.8%)0.425s1114.85x
💻 LocalExpress11.257s (~)11.756s (-1.5%)0.498s1115.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express7.626s (-7.6% 🟢)9.342s (-4.6%)1.717s131.00x
▲ VercelNext.js (Turbopack)90.118s (+988.5% 🔺)91.958s (+844.5% 🔺)1.840s611.82x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Next.js (Turbopack)0.171s1.002s0.013s1.018s0.847s101.00x
🌐 RedisNext.js (Turbopack)0.190s1.001s0.002s1.008s0.818s101.11x
🐘 PostgresNext.js (Turbopack)0.193s1.001s0.002s1.010s0.817s101.13x
🐘 PostgresExpress0.202s (-0.9%)0.995s (~)0.002s (+28.6% 🔺)1.009s (~)0.807s101.18x
💻 LocalExpress0.205s (+0.8%)1.003s (~)0.011s (-8.3% 🟢)1.017s (~)0.812s101.20x
💻 LocalNitro0.209s (-4.2%)1.003s (~)0.012s (+6.3% 🔺)1.018s (~)0.809s101.22x
🐘 PostgresNitro0.211s (+1.1%)0.992s (~)0.001s (-13.3% 🟢)1.010s (~)0.799s101.23x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express1.775s (-3.5%)2.987s (+1.0%)0.499s (-15.2% 🟢)4.122s (-2.9%)2.347s101.00x
▲ VercelNext.js (Turbopack)1.929s (-3.7%)3.203s (+7.5% 🔺)0.570s (-15.3% 🟢)4.401s (+4.9%)2.472s101.09x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)0.498s1.001s0.003s1.012s0.513s601.00x
🐘 PostgresNitro0.589s (-2.5%)1.001s (~)0.004s (+1.3%)1.022s (~)0.433s591.18x
🐘 PostgresNext.js (Turbopack)0.596s1.008s0.007s1.025s0.429s591.20x
🐘 PostgresExpress0.633s (+2.7%)1.004s (~)0.006s (+40.7% 🔺)1.026s (~)0.393s591.27x
💻 LocalNext.js (Turbopack)0.656s1.008s0.008s1.022s0.365s591.32x
💻 LocalNitro0.725s (-4.6%)1.010s (~)0.009s (-5.3% 🟢)1.023s (~)0.298s591.46x
💻 LocalExpress0.736s (+1.7%)1.011s (~)0.009s (+8.1% 🔺)1.024s (~)0.288s591.48x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express4.268s (-1.0%)5.366s (-1.9%)0.211s (-8.7% 🟢)6.147s (-4.9%)1.879s101.00x
▲ VercelNext.js (Turbopack)4.567s (-22.3% 🟢)5.568s (-19.7% 🟢)0.191s (-54.9% 🟢)6.446s (-18.7% 🟢)1.879s101.07x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)0.900s1.017s0.000s1.021s0.121s591.00x
🐘 PostgresNext.js (Turbopack)0.924s1.155s0.000s1.163s0.239s521.03x
🐘 PostgresNitro0.928s (-4.9%)1.084s (-6.9% 🟢)0.000s (-5.5% 🟢)1.099s (-7.4% 🟢)0.171s551.03x
🐘 PostgresExpress0.946s (-3.2%)1.191s (-0.6%)0.000s (+Infinity% 🔺)1.204s (-2.6%)0.259s511.05x
💻 LocalNitro1.266s (-2.3%)2.021s (~)0.001s (+36.4% 🔺)2.024s (~)0.758s301.41x
💻 LocalNext.js (Turbopack)1.269s2.021s0.000s2.025s0.756s301.41x
💻 LocalExpress1.272s (+2.0%)2.019s (~)0.000s (-25.0% 🟢)2.022s (~)0.751s301.41x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.721s (-9.4% 🟢)3.630s (-11.4% 🟢)0.000s (-95.9% 🟢)4.232s (-12.1% 🟢)1.511s151.00x
▲ VercelNext.js (Turbopack)3.141s (-3.7%)4.418s (+7.1% 🔺)0.000s (+Infinity% 🔺)5.074s (+8.3% 🔺)1.933s121.15x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

fan-out fan-in 10 streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)1.652s2.035s0.000s2.040s0.388s301.00x
🐘 PostgresNitro1.732s (+1.0%)2.102s (~)0.000s (+3.6%)2.145s (+1.5%)0.413s281.05x
🐘 PostgresExpress1.769s (+1.1%)2.175s (+5.2% 🔺)0.000s (+Infinity% 🔺)2.205s (+4.8%)0.435s281.07x
🐘 PostgresNext.js (Turbopack)1.786s2.145s0.000s2.157s0.371s281.08x
💻 LocalNitro3.590s (-3.9%)4.100s (-3.2%)0.001s (-9.1% 🟢)4.104s (-3.2%)0.514s152.17x
💻 LocalNext.js (Turbopack)3.610s4.098s0.001s4.103s0.492s152.19x
💻 LocalExpress3.711s (+2.5%)4.300s (+4.9%)0.001s (+42.9% 🔺)4.303s (+4.9%)0.592s152.25x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.875s (+3.7%)5.036s (~)0.000s (-100.0% 🟢)5.680s (+0.5%)1.805s111.00x
▲ VercelNext.js (Turbopack)5.862s (+11.2% 🔺)7.131s (+14.6% 🔺)0.000s (NaN%)7.722s (+14.1% 🔺)1.860s81.51x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalNext.js (Turbopack)14/21
🐘 PostgresNext.js (Turbopack)15/21
▲ VercelExpress17/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres19/21
Next.js (Turbopack)🌐 Redis9/21
Nitro🐘 Postgres18/21
Column Definitions
  • Workflow Time: Runtime reported by workflow (completedAt - createdAt) - primary metric
  • TTFB: Time to First Byte - time from workflow start until first stream byte received (stream benchmarks only)
  • Slurp: Time from first byte to complete stream consumption (stream benchmarks only)
  • Wall Time: Total testbench time (trigger workflow + poll for result)
  • Overhead: Testbench overhead (Wall Time - Workflow Time)
  • Samples: Number of benchmark iterations run
  • vs Fastest: How much slower compared to the fastest configuration for this benchmark

Worlds:

  • 💻 Local: In-memory filesystem world (local development)
  • 🐘 Postgres: PostgreSQL database world (local development)
  • ▲ Vercel: Vercel production/preview deployment
  • 🌐 Turso: Community world (local development)
  • 🌐 MongoDB: Community world (local development)
  • 🌐 Redis: Community world (local development)
  • 🌐 Jazz: Community world (local development)

📋 View full workflow run


Some benchmark jobs failed:

  • Local: success
  • Postgres: success
  • Vercel: failure

Check the workflow run for details.

When bundlers (e.g. Vercel's production bundler) create multiple copies
of the context-storage module, two separate AsyncLocalStorage instances
are created. The step handler sets context on one instance, but
getWorkflowMetadata()/getStepMetadata() reads from the other, causing
the store to appear empty.
Fix by storing the AsyncLocalStorage instance on globalThis using
Symbol.for(), guaranteeing a single shared instance regardless of how
many times the module is loaded. This mirrors the pattern already used
by the workflow VM context (WORKFLOW_CONTEXT symbol).
Closes#1577
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
@VaguelySerious
VaguelySerious marked this pull request as ready for review April 2, 2026 17:45
@VaguelySerious
VaguelySerious requested a review from a team as a code ownerApril 2, 2026 17:45

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AI review: Approve — correct fix, follows the established Symbol.for() + globalThis singleton pattern already used in 11+ places across @workflow/core (symbols.ts, runtime/world.ts, get-workflow-metadata.ts). No regression risk — validated on all 11 Vercel preview deployments (868 passed, 0 new failures). Will let Pranay and Nate take a pass at this as well.

@pablodecm

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Fix seems to work to fix #1577 in realistic/production like setting (after forcing vercel not to use build cache).

Comment thread.changeset/fix-step-context-singleton.md Outdated
Comment threadpackages/core/src/step/context-storage.ts
Co-authored-by: Peter Wielander <mittgfu@gmail.com>
Signed-off-by: Peter Wielander <mittgfu@gmail.com>
@VaguelySeriousVaguelySerious changed the title [core] Fix step context singleton for Vercel deployments[core] Enforce single ALS context to protect against duplicate module and caching issuesApr 3, 2026
@VaguelySerious
VaguelySerious enabled auto-merge (squash) April 3, 2026 18:59
@VaguelySeriousVaguelySerious changed the title [core] Enforce single ALS context to protect against duplicate module and caching issues[core] Enforce single module context to protect against duplicate module and caching issuesApr 3, 2026
@VaguelySeriousVaguelySerious changed the title [core] Enforce single module context to protect against duplicate module and caching issues[core] Make stepContext a global singleton to protect against module duplication and caching issuesApr 3, 2026

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Clean, well-scoped fix. The Symbol.for() + globalThis singleton pattern is the standard approach for ensuring a single instance across duplicated modules, and it's implemented correctly here.

What I verified:

  1. Singleton pattern is correct — The ?? + assignment expression atomically checks-and-sets the global slot. Symbol.for('WORKFLOW_STEP_CONTEXT_STORAGE') guarantees the same symbol across module copies (unlike Symbol() which creates unique symbols).

  2. @__PURE__ correctly removed — The old /* @__PURE__ */ new AsyncLocalStorage() told tree-shakers the expression was side-effect-free. The new expression writes to globalThis, so removing it is correct.

  3. All 21 callers of contextStorage use .run() or .getStore() — none create their own instance. The fix ensures they all reference the same AsyncLocalStorage regardless of how many copies of the module exist.

  4. Extracted StepContext type — Good refactor. The inline type was getting unwieldy.

  5. Unit tests cover the three important properties: same instance across imports, stored on globalThis via Symbol.for(), and context propagation between separately-constructed references.

  6. E2e test directly reproduces the #1577 pattern — helper function at module scope calling getWorkflowMetadata()/getStepMetadata() outside the step body.

  7. Changeset is correctly patch and accurately describes the fix as defense-in-depth.

LGTM.

@VaguelySerious
VaguelySerious merged commit d8aaf27 into mainApr 3, 2026
103 of 105 checks passed
@VaguelySerious
VaguelySerious deleted the peter/issue-1577 branch April 3, 2026 20:47
@ghostghost mentioned this pull request Apr 3, 2026
@ghostghost mentioned this pull request Apr 7, 2026
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Successfully merging this pull request may close these issues.

Vercel World Regression: getWorkflowMetadata() fully breaking runs AsyncLocalStorage context lost in tool execution (regression in beta.40)

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@VaguelySerious@pablodecm@TooTallNate@karthikscale3
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default"); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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[core] Make stepContext a global singleton to protect against module duplication and caching issues - #1591

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VaguelySerious merged 2 commits into
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peter/issue-1577
Apr 3, 2026
Merged

[core] Make stepContext a global singleton to protect against module duplication and caching issues#1591
VaguelySerious merged 2 commits into
mainfrom
peter/issue-1577

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@VaguelySeriousVaguelySerious commented Apr 2, 2026

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Summary

  • Fixes getWorkflowMetadata()/getStepMetadata() throwing "can only be called inside a workflow or step function" when called from a helper function outside the step body on Vercel deployments
  • Makes the step context AsyncLocalStorage a process-wide singleton via Symbol.for() on globalThis, preventing dual-instance issues when bundlers create multiple copies of the module
  • Adds unit tests for the singleton behavior and e2e regression test matching the exact repro pattern from the issue

Closes#1577
Closes#839

Test plan

  • Unit tests for singleton behavior (context-storage.test.ts)
  • E2e regression test (metadataFromHelperWorkflow) matching the exact repro pattern
  • All 563 existing core tests pass
  • CI passes
  • Vercel preview deployment validates the fix on actual Vercel infrastructure

🤖 Generated with Claude Code

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changeset-botBot commented Apr 2, 2026

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🦋 Changeset detected

Latest commit: c7b37f7

The changes in this PR will be included in the next version bump.

This PR includes changesets to release 16 packages
NameType
@workflow/corePatch
@workflow/buildersPatch
@workflow/cliPatch
@workflow/nextPatch
@workflow/nitroPatch
@workflow/vitestPatch
@workflow/web-sharedPatch
workflowPatch
@workflow/world-testingPatch
@workflow/astroPatch
@workflow/nestPatch
@workflow/rollupPatch
@workflow/sveltekitPatch
@workflow/vitePatch
@workflow/nuxtPatch
@workflow/aiPatch

Not sure what this means? Click here to learn what changesets are.

Click here if you're a maintainer who wants to add another changeset to this PR

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🧪 E2E Test Results

Some tests failed

Summary

PassedFailedSkippedTotal
✅ ▲ Vercel Production868067935
✅ 💻 Local Development84201781020
✅ 📦 Local Production84201781020
✅ 🐘 Local Postgres84201781020
✅ 🪟 Windows770885
❌ 🌍 Community Worlds1356024219
✅ 📋 Other213042255
Total3819606754554

❌ Failed Tests

🌍 Community Worlds (60 failed)

mongodb (2 failed):

  • hookWorkflow is not resumable via public webhook endpoint | wrun_01KNA8R0MP137B0BFAYTB23WRN
  • concurrent hook token conflict - two workflows cannot use the same hook token simultaneously | wrun_01KNA905WE7VYATFER855KKR3B

redis (2 failed):

  • hookWorkflow is not resumable via public webhook endpoint | wrun_01KNA8R0MP137B0BFAYTB23WRN
  • concurrent hook token conflict - two workflows cannot use the same hook token simultaneously | wrun_01KNA905WE7VYATFER855KKR3B

turso (56 failed):

  • addTenWorkflow | wrun_01KNA8PSR8BV0BRRTEGDGMJW3Y
  • addTenWorkflow | wrun_01KNA8PSR8BV0BRRTEGDGMJW3Y
  • wellKnownAgentWorkflow (.well-known/agent) | wrun_01KNA8R1E1V69600F59XX770B9
  • should work with react rendering in step
  • promiseAllWorkflow | wrun_01KNA8Q1V00RSKR61VMZXF6HBY
  • promiseRaceWorkflow | wrun_01KNA8Q6GJ5XNH30DGT9FGYGZJ
  • promiseAnyWorkflow | wrun_01KNA8Q8VAXBS02KW9FN8HHKNW
  • importedStepOnlyWorkflow | wrun_01KNA8RD46079T8ZP2DBMWMAE6
  • hookWorkflow | wrun_01KNA8QN5EW19DJDVVT6W72RJX
  • hookWorkflow is not resumable via public webhook endpoint | wrun_01KNA8R0MP137B0BFAYTB23WRN
  • webhookWorkflow | wrun_01KNA8R9K4MV9NGGTP9JY1KHTR
  • sleepingWorkflow | wrun_01KNA8RGTV7JZAC804VV53B1T5
  • parallelSleepWorkflow | wrun_01KNA8RWHX1A2DEYBFEBBHRANS
  • nullByteWorkflow | wrun_01KNA8S03YNF0MP52QJ97GG52W
  • workflowAndStepMetadataWorkflow | wrun_01KNA8S2WMTBY7G23YRF9XRM11
  • fetchWorkflow | wrun_01KNA8VTB6REGAC6K9YNJG0TE6
  • promiseRaceStressTestWorkflow | wrun_01KNA8VY2ETV7VGTT20F22CA4F
  • error handling error propagation workflow errors nested function calls preserve message and stack trace
  • error handling error propagation workflow errors cross-file imports preserve message and stack trace
  • error handling error propagation step errors basic step error preserves message and stack trace
  • error handling error propagation step errors cross-file step error preserves message and function names in stack
  • error handling retry behavior regular Error retries until success
  • error handling retry behavior FatalError fails immediately without retries
  • error handling retry behavior RetryableError respects custom retryAfter delay
  • error handling retry behavior maxRetries=0 disables retries
  • error handling catchability FatalError can be caught and detected with FatalError.is()
  • error handling not registered WorkflowNotRegisteredError fails the run when workflow does not exist
  • error handling not registered StepNotRegisteredError fails the step but workflow can catch it
  • error handling not registered StepNotRegisteredError fails the run when not caught in workflow
  • hookCleanupTestWorkflow - hook token reuse after workflow completion | wrun_01KNA8ZG05TQ0ESM6QT6FVPQAM
  • concurrent hook token conflict - two workflows cannot use the same hook token simultaneously | wrun_01KNA905WE7VYATFER855KKR3B
  • hookDisposeTestWorkflow - hook token reuse after explicit disposal while workflow still running | wrun_01KNA90VXC65PJRXW850ZWCDVV
  • stepFunctionPassingWorkflow - step function references can be passed as arguments (without closure vars) | wrun_01KNA91GKKATQN0MAN4GW4Q1CC
  • stepFunctionWithClosureWorkflow - step function with closure variables passed as argument | wrun_01KNA91SX9G5918KQJ3W92ANV5
  • closureVariableWorkflow - nested step functions with closure variables | wrun_01KNA91ZHT69WGWTB0DM83620N
  • spawnWorkflowFromStepWorkflow - spawning a child workflow using start() inside a step | wrun_01KNA921X0FQ1W7CZR6WCVKAQ6
  • health check (queue-based) - workflow and step endpoints respond to health check messages
  • pathsAliasWorkflow - TypeScript path aliases resolve correctly | wrun_01KNA92JDFF7A7C81HY30BJ5GQ
  • Calculator.calculate - static workflow method using static step methods from another class | wrun_01KNA92RD7TJVY2BY0MAEM3MJA
  • AllInOneService.processNumber - static workflow method using sibling static step methods | wrun_01KNA92ZB093DYKM5WCYGS43K0
  • ChainableService.processWithThis - static step methods using this to reference the class | wrun_01KNA9367D3AWWH54XXC0KN21C
  • thisSerializationWorkflow - step function invoked with .call() and .apply() | wrun_01KNA93D782JBVZNT411ZC36B4
  • customSerializationWorkflow - custom class serialization with WORKFLOW_SERIALIZE/WORKFLOW_DESERIALIZE | wrun_01KNA93M6REYABQVMW11NKCK7A
  • instanceMethodStepWorkflow - instance methods with "use step" directive | wrun_01KNA93W6B3NK2YHSGTRPCZF5N
  • crossContextSerdeWorkflow - classes defined in step code are deserializable in workflow context | wrun_01KNA947T5YM7MHVRF24F8W7H9
  • stepFunctionAsStartArgWorkflow - step function reference passed as start() argument | wrun_01KNA94FY7D8681ZRW0JPXX04P
  • cancelRun - cancelling a running workflow | wrun_01KNA94PS7RKXFHEWH3ZP902NG
  • cancelRun via CLI - cancelling a running workflow | wrun_01KNA950982GN8S3FHJR2JJ638
  • pages router addTenWorkflow via pages router
  • pages router promiseAllWorkflow via pages router
  • pages router sleepingWorkflow via pages router
  • hookWithSleepWorkflow - hook payloads delivered correctly with concurrent sleep | wrun_01KNA95CWKQXD34X0AFRW7K5FC
  • sleepInLoopWorkflow - sleep inside loop with steps actually delays each iteration | wrun_01KNA963GP477F5P4CXR5FDNR5
  • sleepWithSequentialStepsWorkflow - sequential steps work with concurrent sleep (control) | wrun_01KNA96DW29SEZWN6AP9E5TMV5
  • importMetaUrlWorkflow - import.meta.url is available in step bundles | wrun_01KNA96P2FY8CP9AJHWN281D2V
  • metadataFromHelperWorkflow - getWorkflowMetadata/getStepMetadata work from module-level helper (#1577) | wrun_01KNA96RBKDFHPH1609GNGNN8K

Details by Category

✅ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro7807
✅ example7807
✅ express7807
✅ fastify7807
✅ hono7807
✅ nextjs-turbopack8302
✅ nextjs-webpack8302
✅ nitro7807
✅ nuxt7807
✅ sveltekit7807
✅ vite7807
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable71014
✅ express-stable71014
✅ fastify-stable71014
✅ hono-stable71014
✅ nextjs-turbopack-canary60025
✅ nextjs-turbopack-stable7708
✅ nextjs-webpack-canary60025
✅ nextjs-webpack-stable7708
✅ nitro-stable71014
✅ nuxt-stable71014
✅ sveltekit-stable71014
✅ vite-stable71014
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable71014
✅ express-stable71014
✅ fastify-stable71014
✅ hono-stable71014
✅ nextjs-turbopack-canary60025
✅ nextjs-turbopack-stable7708
✅ nextjs-webpack-canary60025
✅ nextjs-webpack-stable7708
✅ nitro-stable71014
✅ nuxt-stable71014
✅ sveltekit-stable71014
✅ vite-stable71014
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable71014
✅ express-stable71014
✅ fastify-stable71014
✅ hono-stable71014
✅ nextjs-turbopack-canary60025
✅ nextjs-turbopack-stable7708
✅ nextjs-webpack-canary60025
✅ nextjs-webpack-stable7708
✅ nitro-stable71014
✅ nuxt-stable71014
✅ sveltekit-stable71014
✅ vite-stable71014
✅ 🪟 Windows
AppPassedFailedSkipped
✅ nextjs-turbopack7708
❌ 🌍 Community Worlds
AppPassedFailedSkipped
✅ mongodb-dev500
❌ mongodb5828
✅ redis-dev500
❌ redis5828
✅ turso-dev500
❌ turso4568
✅ 📋 Other
AppPassedFailedSkipped
✅ e2e-local-dev-nest-stable71014
✅ e2e-local-postgres-nest-stable71014
✅ e2e-local-prod-nest-stable71014

📋 View full workflow run

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📊 Benchmark Results

📈 Comparing against baseline from main branch. Green 🟢 = faster, Red 🔺 = slower.

workflow with no steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express0.042s (-1.6%)1.005s (~)0.963s101.00x
💻 LocalNitro0.043s (-16.5% 🟢)1.005s (~)0.962s101.02x
💻 LocalNext.js (Turbopack)0.049s1.005s0.957s101.15x
🌐 RedisNext.js (Turbopack)0.054s1.005s0.951s101.28x
🐘 PostgresNext.js (Turbopack)0.058s1.011s0.953s101.36x
🐘 PostgresExpress0.059s (-11.0% 🟢)1.011s (~)0.952s101.40x
🐘 PostgresNitro0.060s (+4.7%)1.011s (~)0.950s101.42x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express0.442s (-10.8% 🟢)2.431s (-4.1%)1.989s101.00x
▲ VercelNext.js (Turbopack)0.585s (-8.9% 🟢)2.712s (+11.1% 🔺)2.127s101.32x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.127s (-1.3%)2.006s (~)0.879s101.00x
🌐 RedisNext.js (Turbopack)1.127s2.007s0.879s101.00x
💻 LocalExpress1.131s (~)2.006s (~)0.875s101.00x
💻 LocalNext.js (Turbopack)1.134s2.006s0.872s101.01x
🐘 PostgresNext.js (Turbopack)1.138s2.011s0.873s101.01x
🐘 PostgresExpress1.144s (~)2.011s (~)0.866s101.02x
🐘 PostgresNitro1.151s (~)2.009s (~)0.858s101.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.103s (-0.7%)3.676s (-4.9%)1.573s101.00x
▲ VercelNext.js (Turbopack)2.395s (+5.6% 🔺)4.038s (+12.7% 🔺)1.643s101.14x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Next.js (Turbopack)10.820s11.024s0.203s31.00x
🐘 PostgresNext.js (Turbopack)10.821s11.018s0.197s31.00x
🌐 RedisNext.js (Turbopack)10.870s11.026s0.156s31.00x
🐘 PostgresNitro10.876s (~)11.023s (~)0.147s31.01x
🐘 PostgresExpress10.904s (~)11.023s (~)0.119s31.01x
💻 LocalNitro10.920s (-0.9%)11.024s (-2.9%)0.104s31.01x
💻 LocalExpress10.944s (~)11.023s (~)0.080s31.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express18.278s (+6.5% 🔺)19.811s (+3.7%)1.533s21.00x
▲ VercelNext.js (Turbopack)19.079s (+3.9%)21.213s (+5.5% 🔺)2.134s21.04x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)14.358s15.031s0.673s41.00x
🐘 PostgresNext.js (Turbopack)14.417s15.021s0.604s41.00x
🐘 PostgresNitro14.491s (~)15.021s (~)0.530s41.01x
🐘 PostgresExpress14.605s (~)15.022s (~)0.417s41.02x
💻 LocalNext.js (Turbopack)14.636s15.030s0.394s41.02x
💻 LocalNitro14.995s (-1.4%)15.279s (-4.7%)0.285s41.04x
💻 LocalExpress15.040s (+0.6%)15.529s (+3.3%)0.489s41.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)32.642s (-3.3%)34.633s (-2.1%)1.991s21.00x
▲ VercelExpress33.028s (+4.3%)34.675s (+4.0%)1.647s21.01x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)13.633s14.027s0.395s71.00x
🐘 PostgresNext.js (Turbopack)13.639s14.021s0.383s71.00x
🐘 PostgresNitro13.747s (-1.8%)14.021s (-3.9%)0.274s71.01x
🐘 PostgresExpress14.084s (~)15.022s (+3.9%)0.938s61.03x
💻 LocalNext.js (Turbopack)16.070s16.864s0.794s61.18x
💻 LocalNitro16.915s (-1.4%)17.031s (-5.6% 🟢)0.116s61.24x
💻 LocalExpress16.928s (+1.5%)17.364s (+2.0%)0.436s61.24x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express51.581s (-1.5%)53.389s (-1.2%)1.807s21.00x
▲ VercelNext.js (Turbopack)56.153s (+3.1%)58.058s (+4.7%)1.905s21.09x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.231s2.011s0.780s151.00x
🐘 PostgresExpress1.262s (~)2.014s (~)0.751s151.03x
🐘 PostgresNitro1.280s (+1.6%)2.011s (~)0.730s151.04x
🌐 RedisNext.js (Turbopack)1.304s2.007s0.703s151.06x
💻 LocalExpress1.493s (-3.1%)2.005s (~)0.512s151.21x
💻 LocalNext.js (Turbopack)1.520s2.006s0.485s151.24x
💻 LocalNitro1.530s (-2.3%)2.005s (~)0.475s151.24x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.281s (-3.5%)3.940s (-2.5%)1.659s81.00x
▲ VercelNext.js (Turbopack)2.427s (-12.8% 🟢)3.943s (+1.5%)1.516s81.06x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro2.306s (-0.8%)3.009s (~)0.703s101.00x
🐘 PostgresExpress2.336s (~)3.012s (~)0.675s101.01x
🐘 PostgresNext.js (Turbopack)2.383s3.010s0.627s101.03x
🌐 RedisNext.js (Turbopack)2.625s3.009s0.384s101.14x
💻 LocalNext.js (Turbopack)2.834s3.209s0.375s101.23x
💻 LocalExpress2.871s (-7.7% 🟢)3.309s (-17.5% 🟢)0.437s101.25x
💻 LocalNitro2.942s (-5.7% 🟢)3.761s (-3.2%)0.819s81.28x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.969s (-4.5%)4.357s (-3.8%)1.388s81.00x
▲ VercelExpress3.732s (+21.9% 🔺)5.491s (+15.7% 🔺)1.759s61.26x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro3.459s (~)4.009s (~)0.551s81.00x
🐘 PostgresExpress3.470s (~)4.013s (~)0.543s81.00x
🐘 PostgresNext.js (Turbopack)3.644s4.013s0.369s81.05x
🌐 RedisNext.js (Turbopack)4.236s5.012s0.776s61.22x
💻 LocalNext.js (Turbopack)8.095s8.769s0.675s42.34x
💻 LocalNitro8.464s (+1.0%)9.020s (~)0.556s42.45x
💻 LocalExpress8.738s (+7.2% 🔺)9.275s (+2.8%)0.537s42.53x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.913s (+1.8%)5.535s (~)1.622s61.00x
▲ VercelNext.js (Turbopack)3.933s (-5.0% 🟢)5.352s (-6.7% 🟢)1.419s61.01x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.219s2.010s0.791s151.00x
🐘 PostgresNitro1.245s (-1.0%)2.009s (~)0.764s151.02x
🐘 PostgresExpress1.259s (~)2.010s (~)0.751s151.03x
🌐 RedisNext.js (Turbopack)1.313s2.007s0.694s151.08x
💻 LocalExpress1.515s (-1.8%)2.006s (~)0.492s151.24x
💻 LocalNext.js (Turbopack)1.537s2.006s0.469s151.26x
💻 LocalNitro1.560s (~)2.006s (~)0.446s151.28x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.223s (-1.0%)3.944s (+9.6% 🔺)1.721s81.00x
▲ VercelExpress2.479s (+0.5%)4.147s (~)1.667s81.12x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro2.316s (~)3.009s (~)0.693s101.00x
🐘 PostgresExpress2.338s (~)3.012s (~)0.674s101.01x
🐘 PostgresNext.js (Turbopack)2.374s3.011s0.636s101.03x
🌐 RedisNext.js (Turbopack)2.552s3.008s0.456s101.10x
💻 LocalNext.js (Turbopack)2.912s3.564s0.652s91.26x
💻 LocalExpress3.031s (-2.5%)3.760s (-3.2%)0.729s81.31x
💻 LocalNitro3.212s (~)4.010s (+3.2%)0.798s81.39x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.525s (-2.5%)3.989s (+0.9%)1.464s81.00x
▲ VercelNext.js (Turbopack)3.402s (+16.8% 🔺)5.045s (+26.3% 🔺)1.643s61.35x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express3.473s (~)4.010s (~)0.538s81.00x
🐘 PostgresNitro3.475s (~)4.010s (~)0.536s81.00x
🐘 PostgresNext.js (Turbopack)3.657s4.013s0.356s81.05x
🌐 RedisNext.js (Turbopack)4.134s5.012s0.878s61.19x
💻 LocalNext.js (Turbopack)8.223s8.769s0.546s42.37x
💻 LocalNitro9.022s (+0.8%)9.771s (+5.4% 🔺)0.750s42.60x
💻 LocalExpress9.027s (~)9.522s (~)0.495s42.60x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.514s (+5.2% 🔺)5.167s (+7.1% 🔺)1.653s61.00x
▲ VercelNext.js (Turbopack)4.218s (+14.7% 🔺)6.120s (+19.3% 🔺)1.902s51.20x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)0.769s1.005s0.236s601.00x
🐘 PostgresNext.js (Turbopack)0.788s1.023s0.235s591.02x
🐘 PostgresNitro0.813s (-1.7%)1.007s (~)0.194s601.06x
💻 LocalNext.js (Turbopack)0.845s1.005s0.159s601.10x
🐘 PostgresExpress0.849s (~)1.007s (~)0.159s601.10x
💻 LocalExpress1.004s (+0.6%)1.338s (-6.0% 🟢)0.334s451.31x
💻 LocalNitro1.009s (-1.6%)1.611s (-15.8% 🟢)0.602s381.31x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express9.044s (-7.8% 🟢)10.959s (-9.2% 🟢)1.914s61.00x
▲ VercelNext.js (Turbopack)10.069s (-1.7%)12.322s (+3.9%)2.253s61.11x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)1.790s2.006s0.217s451.00x
🐘 PostgresNext.js (Turbopack)1.872s2.076s0.204s441.05x
🐘 PostgresNitro1.915s (-2.4%)2.054s (-4.6%)0.138s441.07x
🐘 PostgresExpress1.982s (-2.0%)2.342s (-12.8% 🟢)0.360s391.11x
💻 LocalNext.js (Turbopack)2.690s3.008s0.318s301.50x
💻 LocalExpress3.045s (+1.0%)3.586s (-0.6%)0.541s261.70x
💻 LocalNitro3.060s (-0.9%)3.801s (-5.2% 🟢)0.741s241.71x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express27.192s (-9.8% 🟢)29.080s (-9.1% 🟢)1.888s41.00x
▲ VercelNext.js (Turbopack)29.273s (-2.7%)31.220s (-1.4%)1.947s31.08x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)3.604s4.009s0.405s301.00x
🐘 PostgresNext.js (Turbopack)3.697s4.011s0.314s301.03x
🐘 PostgresNitro3.883s (-3.4%)4.110s (-9.3% 🟢)0.227s301.08x
🐘 PostgresExpress4.138s (+2.0%)4.931s (+3.1%)0.794s251.15x
💻 LocalNext.js (Turbopack)8.702s9.018s0.315s142.41x
💻 LocalNitro9.194s (-2.3%)10.019s (~)0.825s122.55x
💻 LocalExpress9.350s (+2.3%)9.787s (+1.6%)0.437s132.59x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express71.160s (-14.8% 🟢)72.955s (-15.0% 🟢)1.795s21.00x
▲ VercelNext.js (Turbopack)77.068s (-7.9% 🟢)78.794s (-8.3% 🟢)1.726s21.08x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.252s1.008s0.756s601.00x
🐘 PostgresNitro0.284s (+3.9%)1.008s (~)0.724s601.13x
🐘 PostgresExpress0.284s (+2.0%)1.008s (~)0.724s601.13x
🌐 RedisNext.js (Turbopack)0.295s1.005s0.710s601.17x
💻 LocalNext.js (Turbopack)0.587s1.005s0.418s602.33x
💻 LocalExpress0.605s (+4.0%)1.005s (~)0.400s602.40x
💻 LocalNitro0.606s (-11.3% 🟢)1.005s (-3.4%)0.399s602.40x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.882s (-5.6% 🟢)3.495s (-8.7% 🟢)1.612s181.00x
▲ VercelExpress1.933s (+22.6% 🔺)3.342s (+7.7% 🔺)1.409s181.03x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.469s1.007s0.538s901.00x
🐘 PostgresNitro0.487s (~)1.007s (~)0.520s901.04x
🐘 PostgresExpress0.494s (-0.7%)1.008s (~)0.513s901.05x
🌐 RedisNext.js (Turbopack)1.244s2.006s0.762s452.65x
💻 LocalNitro2.450s (-3.2%)3.009s (~)0.559s305.22x
💻 LocalExpress2.560s (~)3.009s (~)0.448s305.45x
💻 LocalNext.js (Turbopack)2.612s3.009s0.397s305.56x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.670s (-24.7% 🟢)4.246s (-20.4% 🟢)1.576s221.00x
▲ VercelNext.js (Turbopack)3.682s (-18.9% 🟢)5.352s (-12.4% 🟢)1.670s171.38x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.744s1.015s0.271s1191.00x
🐘 PostgresNitro0.770s (~)1.008s (~)0.238s1201.03x
🐘 PostgresExpress0.783s (-1.1%)1.009s (~)0.225s1191.05x
🌐 RedisNext.js (Turbopack)2.831s3.136s0.305s393.80x
💻 LocalNext.js (Turbopack)10.931s11.391s0.460s1114.68x
💻 LocalNitro11.057s (-2.6%)11.482s (-3.8%)0.425s1114.85x
💻 LocalExpress11.257s (~)11.756s (-1.5%)0.498s1115.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express7.626s (-7.6% 🟢)9.342s (-4.6%)1.717s131.00x
▲ VercelNext.js (Turbopack)90.118s (+988.5% 🔺)91.958s (+844.5% 🔺)1.840s611.82x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Next.js (Turbopack)0.171s1.002s0.013s1.018s0.847s101.00x
🌐 RedisNext.js (Turbopack)0.190s1.001s0.002s1.008s0.818s101.11x
🐘 PostgresNext.js (Turbopack)0.193s1.001s0.002s1.010s0.817s101.13x
🐘 PostgresExpress0.202s (-0.9%)0.995s (~)0.002s (+28.6% 🔺)1.009s (~)0.807s101.18x
💻 LocalExpress0.205s (+0.8%)1.003s (~)0.011s (-8.3% 🟢)1.017s (~)0.812s101.20x
💻 LocalNitro0.209s (-4.2%)1.003s (~)0.012s (+6.3% 🔺)1.018s (~)0.809s101.22x
🐘 PostgresNitro0.211s (+1.1%)0.992s (~)0.001s (-13.3% 🟢)1.010s (~)0.799s101.23x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express1.775s (-3.5%)2.987s (+1.0%)0.499s (-15.2% 🟢)4.122s (-2.9%)2.347s101.00x
▲ VercelNext.js (Turbopack)1.929s (-3.7%)3.203s (+7.5% 🔺)0.570s (-15.3% 🟢)4.401s (+4.9%)2.472s101.09x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)0.498s1.001s0.003s1.012s0.513s601.00x
🐘 PostgresNitro0.589s (-2.5%)1.001s (~)0.004s (+1.3%)1.022s (~)0.433s591.18x
🐘 PostgresNext.js (Turbopack)0.596s1.008s0.007s1.025s0.429s591.20x
🐘 PostgresExpress0.633s (+2.7%)1.004s (~)0.006s (+40.7% 🔺)1.026s (~)0.393s591.27x
💻 LocalNext.js (Turbopack)0.656s1.008s0.008s1.022s0.365s591.32x
💻 LocalNitro0.725s (-4.6%)1.010s (~)0.009s (-5.3% 🟢)1.023s (~)0.298s591.46x
💻 LocalExpress0.736s (+1.7%)1.011s (~)0.009s (+8.1% 🔺)1.024s (~)0.288s591.48x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express4.268s (-1.0%)5.366s (-1.9%)0.211s (-8.7% 🟢)6.147s (-4.9%)1.879s101.00x
▲ VercelNext.js (Turbopack)4.567s (-22.3% 🟢)5.568s (-19.7% 🟢)0.191s (-54.9% 🟢)6.446s (-18.7% 🟢)1.879s101.07x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)0.900s1.017s0.000s1.021s0.121s591.00x
🐘 PostgresNext.js (Turbopack)0.924s1.155s0.000s1.163s0.239s521.03x
🐘 PostgresNitro0.928s (-4.9%)1.084s (-6.9% 🟢)0.000s (-5.5% 🟢)1.099s (-7.4% 🟢)0.171s551.03x
🐘 PostgresExpress0.946s (-3.2%)1.191s (-0.6%)0.000s (+Infinity% 🔺)1.204s (-2.6%)0.259s511.05x
💻 LocalNitro1.266s (-2.3%)2.021s (~)0.001s (+36.4% 🔺)2.024s (~)0.758s301.41x
💻 LocalNext.js (Turbopack)1.269s2.021s0.000s2.025s0.756s301.41x
💻 LocalExpress1.272s (+2.0%)2.019s (~)0.000s (-25.0% 🟢)2.022s (~)0.751s301.41x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.721s (-9.4% 🟢)3.630s (-11.4% 🟢)0.000s (-95.9% 🟢)4.232s (-12.1% 🟢)1.511s151.00x
▲ VercelNext.js (Turbopack)3.141s (-3.7%)4.418s (+7.1% 🔺)0.000s (+Infinity% 🔺)5.074s (+8.3% 🔺)1.933s121.15x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

fan-out fan-in 10 streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)1.652s2.035s0.000s2.040s0.388s301.00x
🐘 PostgresNitro1.732s (+1.0%)2.102s (~)0.000s (+3.6%)2.145s (+1.5%)0.413s281.05x
🐘 PostgresExpress1.769s (+1.1%)2.175s (+5.2% 🔺)0.000s (+Infinity% 🔺)2.205s (+4.8%)0.435s281.07x
🐘 PostgresNext.js (Turbopack)1.786s2.145s0.000s2.157s0.371s281.08x
💻 LocalNitro3.590s (-3.9%)4.100s (-3.2%)0.001s (-9.1% 🟢)4.104s (-3.2%)0.514s152.17x
💻 LocalNext.js (Turbopack)3.610s4.098s0.001s4.103s0.492s152.19x
💻 LocalExpress3.711s (+2.5%)4.300s (+4.9%)0.001s (+42.9% 🔺)4.303s (+4.9%)0.592s152.25x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.875s (+3.7%)5.036s (~)0.000s (-100.0% 🟢)5.680s (+0.5%)1.805s111.00x
▲ VercelNext.js (Turbopack)5.862s (+11.2% 🔺)7.131s (+14.6% 🔺)0.000s (NaN%)7.722s (+14.1% 🔺)1.860s81.51x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalNext.js (Turbopack)14/21
🐘 PostgresNext.js (Turbopack)15/21
▲ VercelExpress17/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres19/21
Next.js (Turbopack)🌐 Redis9/21
Nitro🐘 Postgres18/21
Column Definitions
  • Workflow Time: Runtime reported by workflow (completedAt - createdAt) - primary metric
  • TTFB: Time to First Byte - time from workflow start until first stream byte received (stream benchmarks only)
  • Slurp: Time from first byte to complete stream consumption (stream benchmarks only)
  • Wall Time: Total testbench time (trigger workflow + poll for result)
  • Overhead: Testbench overhead (Wall Time - Workflow Time)
  • Samples: Number of benchmark iterations run
  • vs Fastest: How much slower compared to the fastest configuration for this benchmark

Worlds:

  • 💻 Local: In-memory filesystem world (local development)
  • 🐘 Postgres: PostgreSQL database world (local development)
  • ▲ Vercel: Vercel production/preview deployment
  • 🌐 Turso: Community world (local development)
  • 🌐 MongoDB: Community world (local development)
  • 🌐 Redis: Community world (local development)
  • 🌐 Jazz: Community world (local development)

📋 View full workflow run


Some benchmark jobs failed:

  • Local: success
  • Postgres: success
  • Vercel: failure

Check the workflow run for details.

When bundlers (e.g. Vercel's production bundler) create multiple copies
of the context-storage module, two separate AsyncLocalStorage instances
are created. The step handler sets context on one instance, but
getWorkflowMetadata()/getStepMetadata() reads from the other, causing
the store to appear empty.
Fix by storing the AsyncLocalStorage instance on globalThis using
Symbol.for(), guaranteeing a single shared instance regardless of how
many times the module is loaded. This mirrors the pattern already used
by the workflow VM context (WORKFLOW_CONTEXT symbol).
Closes#1577
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
@VaguelySerious
VaguelySerious marked this pull request as ready for review April 2, 2026 17:45
@VaguelySerious
VaguelySerious requested a review from a team as a code ownerApril 2, 2026 17:45

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AI review: Approve — correct fix, follows the established Symbol.for() + globalThis singleton pattern already used in 11+ places across @workflow/core (symbols.ts, runtime/world.ts, get-workflow-metadata.ts). No regression risk — validated on all 11 Vercel preview deployments (868 passed, 0 new failures). Will let Pranay and Nate take a pass at this as well.

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Fix seems to work to fix #1577 in realistic/production like setting (after forcing vercel not to use build cache).

Comment thread.changeset/fix-step-context-singleton.md Outdated
Comment threadpackages/core/src/step/context-storage.ts
Co-authored-by: Peter Wielander <mittgfu@gmail.com>
Signed-off-by: Peter Wielander <mittgfu@gmail.com>
@VaguelySeriousVaguelySerious changed the title [core] Fix step context singleton for Vercel deployments[core] Enforce single ALS context to protect against duplicate module and caching issuesApr 3, 2026
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VaguelySerious enabled auto-merge (squash) April 3, 2026 18:59
@VaguelySeriousVaguelySerious changed the title [core] Enforce single ALS context to protect against duplicate module and caching issues[core] Enforce single module context to protect against duplicate module and caching issuesApr 3, 2026
@VaguelySeriousVaguelySerious changed the title [core] Enforce single module context to protect against duplicate module and caching issues[core] Make stepContext a global singleton to protect against module duplication and caching issuesApr 3, 2026

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Clean, well-scoped fix. The Symbol.for() + globalThis singleton pattern is the standard approach for ensuring a single instance across duplicated modules, and it's implemented correctly here.

What I verified:

  1. Singleton pattern is correct — The ?? + assignment expression atomically checks-and-sets the global slot. Symbol.for('WORKFLOW_STEP_CONTEXT_STORAGE') guarantees the same symbol across module copies (unlike Symbol() which creates unique symbols).

  2. @__PURE__ correctly removed — The old /* @__PURE__ */ new AsyncLocalStorage() told tree-shakers the expression was side-effect-free. The new expression writes to globalThis, so removing it is correct.

  3. All 21 callers of contextStorage use .run() or .getStore() — none create their own instance. The fix ensures they all reference the same AsyncLocalStorage regardless of how many copies of the module exist.

  4. Extracted StepContext type — Good refactor. The inline type was getting unwieldy.

  5. Unit tests cover the three important properties: same instance across imports, stored on globalThis via Symbol.for(), and context propagation between separately-constructed references.

  6. E2e test directly reproduces the #1577 pattern — helper function at module scope calling getWorkflowMetadata()/getStepMetadata() outside the step body.

  7. Changeset is correctly patch and accurately describes the fix as defense-in-depth.

LGTM.

@VaguelySerious
VaguelySerious merged commit d8aaf27 into mainApr 3, 2026
103 of 105 checks passed
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VaguelySerious deleted the peter/issue-1577 branch April 3, 2026 20:47
@ghostghost mentioned this pull request Apr 3, 2026
@ghostghost mentioned this pull request Apr 7, 2026
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Vercel World Regression: getWorkflowMetadata() fully breaking runs AsyncLocalStorage context lost in tool execution (regression in beta.40)

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@VaguelySerious@pablodecm@TooTallNate@karthikscale3
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers"); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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[core] Make stepContext a global singleton to protect against module duplication and caching issues - #1591

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[core] Make stepContext a global singleton to protect against module duplication and caching issues#1591
VaguelySerious merged 2 commits into
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peter/issue-1577

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@VaguelySeriousVaguelySerious commented Apr 2, 2026

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Summary

  • Fixes getWorkflowMetadata()/getStepMetadata() throwing "can only be called inside a workflow or step function" when called from a helper function outside the step body on Vercel deployments
  • Makes the step context AsyncLocalStorage a process-wide singleton via Symbol.for() on globalThis, preventing dual-instance issues when bundlers create multiple copies of the module
  • Adds unit tests for the singleton behavior and e2e regression test matching the exact repro pattern from the issue

Closes#1577
Closes#839

Test plan

  • Unit tests for singleton behavior (context-storage.test.ts)
  • E2e regression test (metadataFromHelperWorkflow) matching the exact repro pattern
  • All 563 existing core tests pass
  • CI passes
  • Vercel preview deployment validates the fix on actual Vercel infrastructure

🤖 Generated with Claude Code

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changeset-botBot commented Apr 2, 2026

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🦋 Changeset detected

Latest commit: c7b37f7

The changes in this PR will be included in the next version bump.

This PR includes changesets to release 16 packages
NameType
@workflow/corePatch
@workflow/buildersPatch
@workflow/cliPatch
@workflow/nextPatch
@workflow/nitroPatch
@workflow/vitestPatch
@workflow/web-sharedPatch
workflowPatch
@workflow/world-testingPatch
@workflow/astroPatch
@workflow/nestPatch
@workflow/rollupPatch
@workflow/sveltekitPatch
@workflow/vitePatch
@workflow/nuxtPatch
@workflow/aiPatch

Not sure what this means? Click here to learn what changesets are.

Click here if you're a maintainer who wants to add another changeset to this PR

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🧪 E2E Test Results

Some tests failed

Summary

PassedFailedSkippedTotal
✅ ▲ Vercel Production868067935
✅ 💻 Local Development84201781020
✅ 📦 Local Production84201781020
✅ 🐘 Local Postgres84201781020
✅ 🪟 Windows770885
❌ 🌍 Community Worlds1356024219
✅ 📋 Other213042255
Total3819606754554

❌ Failed Tests

🌍 Community Worlds (60 failed)

mongodb (2 failed):

  • hookWorkflow is not resumable via public webhook endpoint | wrun_01KNA8R0MP137B0BFAYTB23WRN
  • concurrent hook token conflict - two workflows cannot use the same hook token simultaneously | wrun_01KNA905WE7VYATFER855KKR3B

redis (2 failed):

  • hookWorkflow is not resumable via public webhook endpoint | wrun_01KNA8R0MP137B0BFAYTB23WRN
  • concurrent hook token conflict - two workflows cannot use the same hook token simultaneously | wrun_01KNA905WE7VYATFER855KKR3B

turso (56 failed):

  • addTenWorkflow | wrun_01KNA8PSR8BV0BRRTEGDGMJW3Y
  • addTenWorkflow | wrun_01KNA8PSR8BV0BRRTEGDGMJW3Y
  • wellKnownAgentWorkflow (.well-known/agent) | wrun_01KNA8R1E1V69600F59XX770B9
  • should work with react rendering in step
  • promiseAllWorkflow | wrun_01KNA8Q1V00RSKR61VMZXF6HBY
  • promiseRaceWorkflow | wrun_01KNA8Q6GJ5XNH30DGT9FGYGZJ
  • promiseAnyWorkflow | wrun_01KNA8Q8VAXBS02KW9FN8HHKNW
  • importedStepOnlyWorkflow | wrun_01KNA8RD46079T8ZP2DBMWMAE6
  • hookWorkflow | wrun_01KNA8QN5EW19DJDVVT6W72RJX
  • hookWorkflow is not resumable via public webhook endpoint | wrun_01KNA8R0MP137B0BFAYTB23WRN
  • webhookWorkflow | wrun_01KNA8R9K4MV9NGGTP9JY1KHTR
  • sleepingWorkflow | wrun_01KNA8RGTV7JZAC804VV53B1T5
  • parallelSleepWorkflow | wrun_01KNA8RWHX1A2DEYBFEBBHRANS
  • nullByteWorkflow | wrun_01KNA8S03YNF0MP52QJ97GG52W
  • workflowAndStepMetadataWorkflow | wrun_01KNA8S2WMTBY7G23YRF9XRM11
  • fetchWorkflow | wrun_01KNA8VTB6REGAC6K9YNJG0TE6
  • promiseRaceStressTestWorkflow | wrun_01KNA8VY2ETV7VGTT20F22CA4F
  • error handling error propagation workflow errors nested function calls preserve message and stack trace
  • error handling error propagation workflow errors cross-file imports preserve message and stack trace
  • error handling error propagation step errors basic step error preserves message and stack trace
  • error handling error propagation step errors cross-file step error preserves message and function names in stack
  • error handling retry behavior regular Error retries until success
  • error handling retry behavior FatalError fails immediately without retries
  • error handling retry behavior RetryableError respects custom retryAfter delay
  • error handling retry behavior maxRetries=0 disables retries
  • error handling catchability FatalError can be caught and detected with FatalError.is()
  • error handling not registered WorkflowNotRegisteredError fails the run when workflow does not exist
  • error handling not registered StepNotRegisteredError fails the step but workflow can catch it
  • error handling not registered StepNotRegisteredError fails the run when not caught in workflow
  • hookCleanupTestWorkflow - hook token reuse after workflow completion | wrun_01KNA8ZG05TQ0ESM6QT6FVPQAM
  • concurrent hook token conflict - two workflows cannot use the same hook token simultaneously | wrun_01KNA905WE7VYATFER855KKR3B
  • hookDisposeTestWorkflow - hook token reuse after explicit disposal while workflow still running | wrun_01KNA90VXC65PJRXW850ZWCDVV
  • stepFunctionPassingWorkflow - step function references can be passed as arguments (without closure vars) | wrun_01KNA91GKKATQN0MAN4GW4Q1CC
  • stepFunctionWithClosureWorkflow - step function with closure variables passed as argument | wrun_01KNA91SX9G5918KQJ3W92ANV5
  • closureVariableWorkflow - nested step functions with closure variables | wrun_01KNA91ZHT69WGWTB0DM83620N
  • spawnWorkflowFromStepWorkflow - spawning a child workflow using start() inside a step | wrun_01KNA921X0FQ1W7CZR6WCVKAQ6
  • health check (queue-based) - workflow and step endpoints respond to health check messages
  • pathsAliasWorkflow - TypeScript path aliases resolve correctly | wrun_01KNA92JDFF7A7C81HY30BJ5GQ
  • Calculator.calculate - static workflow method using static step methods from another class | wrun_01KNA92RD7TJVY2BY0MAEM3MJA
  • AllInOneService.processNumber - static workflow method using sibling static step methods | wrun_01KNA92ZB093DYKM5WCYGS43K0
  • ChainableService.processWithThis - static step methods using this to reference the class | wrun_01KNA9367D3AWWH54XXC0KN21C
  • thisSerializationWorkflow - step function invoked with .call() and .apply() | wrun_01KNA93D782JBVZNT411ZC36B4
  • customSerializationWorkflow - custom class serialization with WORKFLOW_SERIALIZE/WORKFLOW_DESERIALIZE | wrun_01KNA93M6REYABQVMW11NKCK7A
  • instanceMethodStepWorkflow - instance methods with "use step" directive | wrun_01KNA93W6B3NK2YHSGTRPCZF5N
  • crossContextSerdeWorkflow - classes defined in step code are deserializable in workflow context | wrun_01KNA947T5YM7MHVRF24F8W7H9
  • stepFunctionAsStartArgWorkflow - step function reference passed as start() argument | wrun_01KNA94FY7D8681ZRW0JPXX04P
  • cancelRun - cancelling a running workflow | wrun_01KNA94PS7RKXFHEWH3ZP902NG
  • cancelRun via CLI - cancelling a running workflow | wrun_01KNA950982GN8S3FHJR2JJ638
  • pages router addTenWorkflow via pages router
  • pages router promiseAllWorkflow via pages router
  • pages router sleepingWorkflow via pages router
  • hookWithSleepWorkflow - hook payloads delivered correctly with concurrent sleep | wrun_01KNA95CWKQXD34X0AFRW7K5FC
  • sleepInLoopWorkflow - sleep inside loop with steps actually delays each iteration | wrun_01KNA963GP477F5P4CXR5FDNR5
  • sleepWithSequentialStepsWorkflow - sequential steps work with concurrent sleep (control) | wrun_01KNA96DW29SEZWN6AP9E5TMV5
  • importMetaUrlWorkflow - import.meta.url is available in step bundles | wrun_01KNA96P2FY8CP9AJHWN281D2V
  • metadataFromHelperWorkflow - getWorkflowMetadata/getStepMetadata work from module-level helper (#1577) | wrun_01KNA96RBKDFHPH1609GNGNN8K

Details by Category

✅ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro7807
✅ example7807
✅ express7807
✅ fastify7807
✅ hono7807
✅ nextjs-turbopack8302
✅ nextjs-webpack8302
✅ nitro7807
✅ nuxt7807
✅ sveltekit7807
✅ vite7807
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable71014
✅ express-stable71014
✅ fastify-stable71014
✅ hono-stable71014
✅ nextjs-turbopack-canary60025
✅ nextjs-turbopack-stable7708
✅ nextjs-webpack-canary60025
✅ nextjs-webpack-stable7708
✅ nitro-stable71014
✅ nuxt-stable71014
✅ sveltekit-stable71014
✅ vite-stable71014
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable71014
✅ express-stable71014
✅ fastify-stable71014
✅ hono-stable71014
✅ nextjs-turbopack-canary60025
✅ nextjs-turbopack-stable7708
✅ nextjs-webpack-canary60025
✅ nextjs-webpack-stable7708
✅ nitro-stable71014
✅ nuxt-stable71014
✅ sveltekit-stable71014
✅ vite-stable71014
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable71014
✅ express-stable71014
✅ fastify-stable71014
✅ hono-stable71014
✅ nextjs-turbopack-canary60025
✅ nextjs-turbopack-stable7708
✅ nextjs-webpack-canary60025
✅ nextjs-webpack-stable7708
✅ nitro-stable71014
✅ nuxt-stable71014
✅ sveltekit-stable71014
✅ vite-stable71014
✅ 🪟 Windows
AppPassedFailedSkipped
✅ nextjs-turbopack7708
❌ 🌍 Community Worlds
AppPassedFailedSkipped
✅ mongodb-dev500
❌ mongodb5828
✅ redis-dev500
❌ redis5828
✅ turso-dev500
❌ turso4568
✅ 📋 Other
AppPassedFailedSkipped
✅ e2e-local-dev-nest-stable71014
✅ e2e-local-postgres-nest-stable71014
✅ e2e-local-prod-nest-stable71014

📋 View full workflow run

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📊 Benchmark Results

📈 Comparing against baseline from main branch. Green 🟢 = faster, Red 🔺 = slower.

workflow with no steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express0.042s (-1.6%)1.005s (~)0.963s101.00x
💻 LocalNitro0.043s (-16.5% 🟢)1.005s (~)0.962s101.02x
💻 LocalNext.js (Turbopack)0.049s1.005s0.957s101.15x
🌐 RedisNext.js (Turbopack)0.054s1.005s0.951s101.28x
🐘 PostgresNext.js (Turbopack)0.058s1.011s0.953s101.36x
🐘 PostgresExpress0.059s (-11.0% 🟢)1.011s (~)0.952s101.40x
🐘 PostgresNitro0.060s (+4.7%)1.011s (~)0.950s101.42x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express0.442s (-10.8% 🟢)2.431s (-4.1%)1.989s101.00x
▲ VercelNext.js (Turbopack)0.585s (-8.9% 🟢)2.712s (+11.1% 🔺)2.127s101.32x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.127s (-1.3%)2.006s (~)0.879s101.00x
🌐 RedisNext.js (Turbopack)1.127s2.007s0.879s101.00x
💻 LocalExpress1.131s (~)2.006s (~)0.875s101.00x
💻 LocalNext.js (Turbopack)1.134s2.006s0.872s101.01x
🐘 PostgresNext.js (Turbopack)1.138s2.011s0.873s101.01x
🐘 PostgresExpress1.144s (~)2.011s (~)0.866s101.02x
🐘 PostgresNitro1.151s (~)2.009s (~)0.858s101.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.103s (-0.7%)3.676s (-4.9%)1.573s101.00x
▲ VercelNext.js (Turbopack)2.395s (+5.6% 🔺)4.038s (+12.7% 🔺)1.643s101.14x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Next.js (Turbopack)10.820s11.024s0.203s31.00x
🐘 PostgresNext.js (Turbopack)10.821s11.018s0.197s31.00x
🌐 RedisNext.js (Turbopack)10.870s11.026s0.156s31.00x
🐘 PostgresNitro10.876s (~)11.023s (~)0.147s31.01x
🐘 PostgresExpress10.904s (~)11.023s (~)0.119s31.01x
💻 LocalNitro10.920s (-0.9%)11.024s (-2.9%)0.104s31.01x
💻 LocalExpress10.944s (~)11.023s (~)0.080s31.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express18.278s (+6.5% 🔺)19.811s (+3.7%)1.533s21.00x
▲ VercelNext.js (Turbopack)19.079s (+3.9%)21.213s (+5.5% 🔺)2.134s21.04x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)14.358s15.031s0.673s41.00x
🐘 PostgresNext.js (Turbopack)14.417s15.021s0.604s41.00x
🐘 PostgresNitro14.491s (~)15.021s (~)0.530s41.01x
🐘 PostgresExpress14.605s (~)15.022s (~)0.417s41.02x
💻 LocalNext.js (Turbopack)14.636s15.030s0.394s41.02x
💻 LocalNitro14.995s (-1.4%)15.279s (-4.7%)0.285s41.04x
💻 LocalExpress15.040s (+0.6%)15.529s (+3.3%)0.489s41.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)32.642s (-3.3%)34.633s (-2.1%)1.991s21.00x
▲ VercelExpress33.028s (+4.3%)34.675s (+4.0%)1.647s21.01x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)13.633s14.027s0.395s71.00x
🐘 PostgresNext.js (Turbopack)13.639s14.021s0.383s71.00x
🐘 PostgresNitro13.747s (-1.8%)14.021s (-3.9%)0.274s71.01x
🐘 PostgresExpress14.084s (~)15.022s (+3.9%)0.938s61.03x
💻 LocalNext.js (Turbopack)16.070s16.864s0.794s61.18x
💻 LocalNitro16.915s (-1.4%)17.031s (-5.6% 🟢)0.116s61.24x
💻 LocalExpress16.928s (+1.5%)17.364s (+2.0%)0.436s61.24x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express51.581s (-1.5%)53.389s (-1.2%)1.807s21.00x
▲ VercelNext.js (Turbopack)56.153s (+3.1%)58.058s (+4.7%)1.905s21.09x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.231s2.011s0.780s151.00x
🐘 PostgresExpress1.262s (~)2.014s (~)0.751s151.03x
🐘 PostgresNitro1.280s (+1.6%)2.011s (~)0.730s151.04x
🌐 RedisNext.js (Turbopack)1.304s2.007s0.703s151.06x
💻 LocalExpress1.493s (-3.1%)2.005s (~)0.512s151.21x
💻 LocalNext.js (Turbopack)1.520s2.006s0.485s151.24x
💻 LocalNitro1.530s (-2.3%)2.005s (~)0.475s151.24x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.281s (-3.5%)3.940s (-2.5%)1.659s81.00x
▲ VercelNext.js (Turbopack)2.427s (-12.8% 🟢)3.943s (+1.5%)1.516s81.06x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro2.306s (-0.8%)3.009s (~)0.703s101.00x
🐘 PostgresExpress2.336s (~)3.012s (~)0.675s101.01x
🐘 PostgresNext.js (Turbopack)2.383s3.010s0.627s101.03x
🌐 RedisNext.js (Turbopack)2.625s3.009s0.384s101.14x
💻 LocalNext.js (Turbopack)2.834s3.209s0.375s101.23x
💻 LocalExpress2.871s (-7.7% 🟢)3.309s (-17.5% 🟢)0.437s101.25x
💻 LocalNitro2.942s (-5.7% 🟢)3.761s (-3.2%)0.819s81.28x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.969s (-4.5%)4.357s (-3.8%)1.388s81.00x
▲ VercelExpress3.732s (+21.9% 🔺)5.491s (+15.7% 🔺)1.759s61.26x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro3.459s (~)4.009s (~)0.551s81.00x
🐘 PostgresExpress3.470s (~)4.013s (~)0.543s81.00x
🐘 PostgresNext.js (Turbopack)3.644s4.013s0.369s81.05x
🌐 RedisNext.js (Turbopack)4.236s5.012s0.776s61.22x
💻 LocalNext.js (Turbopack)8.095s8.769s0.675s42.34x
💻 LocalNitro8.464s (+1.0%)9.020s (~)0.556s42.45x
💻 LocalExpress8.738s (+7.2% 🔺)9.275s (+2.8%)0.537s42.53x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.913s (+1.8%)5.535s (~)1.622s61.00x
▲ VercelNext.js (Turbopack)3.933s (-5.0% 🟢)5.352s (-6.7% 🟢)1.419s61.01x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.219s2.010s0.791s151.00x
🐘 PostgresNitro1.245s (-1.0%)2.009s (~)0.764s151.02x
🐘 PostgresExpress1.259s (~)2.010s (~)0.751s151.03x
🌐 RedisNext.js (Turbopack)1.313s2.007s0.694s151.08x
💻 LocalExpress1.515s (-1.8%)2.006s (~)0.492s151.24x
💻 LocalNext.js (Turbopack)1.537s2.006s0.469s151.26x
💻 LocalNitro1.560s (~)2.006s (~)0.446s151.28x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.223s (-1.0%)3.944s (+9.6% 🔺)1.721s81.00x
▲ VercelExpress2.479s (+0.5%)4.147s (~)1.667s81.12x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro2.316s (~)3.009s (~)0.693s101.00x
🐘 PostgresExpress2.338s (~)3.012s (~)0.674s101.01x
🐘 PostgresNext.js (Turbopack)2.374s3.011s0.636s101.03x
🌐 RedisNext.js (Turbopack)2.552s3.008s0.456s101.10x
💻 LocalNext.js (Turbopack)2.912s3.564s0.652s91.26x
💻 LocalExpress3.031s (-2.5%)3.760s (-3.2%)0.729s81.31x
💻 LocalNitro3.212s (~)4.010s (+3.2%)0.798s81.39x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.525s (-2.5%)3.989s (+0.9%)1.464s81.00x
▲ VercelNext.js (Turbopack)3.402s (+16.8% 🔺)5.045s (+26.3% 🔺)1.643s61.35x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express3.473s (~)4.010s (~)0.538s81.00x
🐘 PostgresNitro3.475s (~)4.010s (~)0.536s81.00x
🐘 PostgresNext.js (Turbopack)3.657s4.013s0.356s81.05x
🌐 RedisNext.js (Turbopack)4.134s5.012s0.878s61.19x
💻 LocalNext.js (Turbopack)8.223s8.769s0.546s42.37x
💻 LocalNitro9.022s (+0.8%)9.771s (+5.4% 🔺)0.750s42.60x
💻 LocalExpress9.027s (~)9.522s (~)0.495s42.60x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.514s (+5.2% 🔺)5.167s (+7.1% 🔺)1.653s61.00x
▲ VercelNext.js (Turbopack)4.218s (+14.7% 🔺)6.120s (+19.3% 🔺)1.902s51.20x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)0.769s1.005s0.236s601.00x
🐘 PostgresNext.js (Turbopack)0.788s1.023s0.235s591.02x
🐘 PostgresNitro0.813s (-1.7%)1.007s (~)0.194s601.06x
💻 LocalNext.js (Turbopack)0.845s1.005s0.159s601.10x
🐘 PostgresExpress0.849s (~)1.007s (~)0.159s601.10x
💻 LocalExpress1.004s (+0.6%)1.338s (-6.0% 🟢)0.334s451.31x
💻 LocalNitro1.009s (-1.6%)1.611s (-15.8% 🟢)0.602s381.31x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express9.044s (-7.8% 🟢)10.959s (-9.2% 🟢)1.914s61.00x
▲ VercelNext.js (Turbopack)10.069s (-1.7%)12.322s (+3.9%)2.253s61.11x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)1.790s2.006s0.217s451.00x
🐘 PostgresNext.js (Turbopack)1.872s2.076s0.204s441.05x
🐘 PostgresNitro1.915s (-2.4%)2.054s (-4.6%)0.138s441.07x
🐘 PostgresExpress1.982s (-2.0%)2.342s (-12.8% 🟢)0.360s391.11x
💻 LocalNext.js (Turbopack)2.690s3.008s0.318s301.50x
💻 LocalExpress3.045s (+1.0%)3.586s (-0.6%)0.541s261.70x
💻 LocalNitro3.060s (-0.9%)3.801s (-5.2% 🟢)0.741s241.71x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express27.192s (-9.8% 🟢)29.080s (-9.1% 🟢)1.888s41.00x
▲ VercelNext.js (Turbopack)29.273s (-2.7%)31.220s (-1.4%)1.947s31.08x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)3.604s4.009s0.405s301.00x
🐘 PostgresNext.js (Turbopack)3.697s4.011s0.314s301.03x
🐘 PostgresNitro3.883s (-3.4%)4.110s (-9.3% 🟢)0.227s301.08x
🐘 PostgresExpress4.138s (+2.0%)4.931s (+3.1%)0.794s251.15x
💻 LocalNext.js (Turbopack)8.702s9.018s0.315s142.41x
💻 LocalNitro9.194s (-2.3%)10.019s (~)0.825s122.55x
💻 LocalExpress9.350s (+2.3%)9.787s (+1.6%)0.437s132.59x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express71.160s (-14.8% 🟢)72.955s (-15.0% 🟢)1.795s21.00x
▲ VercelNext.js (Turbopack)77.068s (-7.9% 🟢)78.794s (-8.3% 🟢)1.726s21.08x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.252s1.008s0.756s601.00x
🐘 PostgresNitro0.284s (+3.9%)1.008s (~)0.724s601.13x
🐘 PostgresExpress0.284s (+2.0%)1.008s (~)0.724s601.13x
🌐 RedisNext.js (Turbopack)0.295s1.005s0.710s601.17x
💻 LocalNext.js (Turbopack)0.587s1.005s0.418s602.33x
💻 LocalExpress0.605s (+4.0%)1.005s (~)0.400s602.40x
💻 LocalNitro0.606s (-11.3% 🟢)1.005s (-3.4%)0.399s602.40x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.882s (-5.6% 🟢)3.495s (-8.7% 🟢)1.612s181.00x
▲ VercelExpress1.933s (+22.6% 🔺)3.342s (+7.7% 🔺)1.409s181.03x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.469s1.007s0.538s901.00x
🐘 PostgresNitro0.487s (~)1.007s (~)0.520s901.04x
🐘 PostgresExpress0.494s (-0.7%)1.008s (~)0.513s901.05x
🌐 RedisNext.js (Turbopack)1.244s2.006s0.762s452.65x
💻 LocalNitro2.450s (-3.2%)3.009s (~)0.559s305.22x
💻 LocalExpress2.560s (~)3.009s (~)0.448s305.45x
💻 LocalNext.js (Turbopack)2.612s3.009s0.397s305.56x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.670s (-24.7% 🟢)4.246s (-20.4% 🟢)1.576s221.00x
▲ VercelNext.js (Turbopack)3.682s (-18.9% 🟢)5.352s (-12.4% 🟢)1.670s171.38x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.744s1.015s0.271s1191.00x
🐘 PostgresNitro0.770s (~)1.008s (~)0.238s1201.03x
🐘 PostgresExpress0.783s (-1.1%)1.009s (~)0.225s1191.05x
🌐 RedisNext.js (Turbopack)2.831s3.136s0.305s393.80x
💻 LocalNext.js (Turbopack)10.931s11.391s0.460s1114.68x
💻 LocalNitro11.057s (-2.6%)11.482s (-3.8%)0.425s1114.85x
💻 LocalExpress11.257s (~)11.756s (-1.5%)0.498s1115.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express7.626s (-7.6% 🟢)9.342s (-4.6%)1.717s131.00x
▲ VercelNext.js (Turbopack)90.118s (+988.5% 🔺)91.958s (+844.5% 🔺)1.840s611.82x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Next.js (Turbopack)0.171s1.002s0.013s1.018s0.847s101.00x
🌐 RedisNext.js (Turbopack)0.190s1.001s0.002s1.008s0.818s101.11x
🐘 PostgresNext.js (Turbopack)0.193s1.001s0.002s1.010s0.817s101.13x
🐘 PostgresExpress0.202s (-0.9%)0.995s (~)0.002s (+28.6% 🔺)1.009s (~)0.807s101.18x
💻 LocalExpress0.205s (+0.8%)1.003s (~)0.011s (-8.3% 🟢)1.017s (~)0.812s101.20x
💻 LocalNitro0.209s (-4.2%)1.003s (~)0.012s (+6.3% 🔺)1.018s (~)0.809s101.22x
🐘 PostgresNitro0.211s (+1.1%)0.992s (~)0.001s (-13.3% 🟢)1.010s (~)0.799s101.23x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express1.775s (-3.5%)2.987s (+1.0%)0.499s (-15.2% 🟢)4.122s (-2.9%)2.347s101.00x
▲ VercelNext.js (Turbopack)1.929s (-3.7%)3.203s (+7.5% 🔺)0.570s (-15.3% 🟢)4.401s (+4.9%)2.472s101.09x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)0.498s1.001s0.003s1.012s0.513s601.00x
🐘 PostgresNitro0.589s (-2.5%)1.001s (~)0.004s (+1.3%)1.022s (~)0.433s591.18x
🐘 PostgresNext.js (Turbopack)0.596s1.008s0.007s1.025s0.429s591.20x
🐘 PostgresExpress0.633s (+2.7%)1.004s (~)0.006s (+40.7% 🔺)1.026s (~)0.393s591.27x
💻 LocalNext.js (Turbopack)0.656s1.008s0.008s1.022s0.365s591.32x
💻 LocalNitro0.725s (-4.6%)1.010s (~)0.009s (-5.3% 🟢)1.023s (~)0.298s591.46x
💻 LocalExpress0.736s (+1.7%)1.011s (~)0.009s (+8.1% 🔺)1.024s (~)0.288s591.48x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express4.268s (-1.0%)5.366s (-1.9%)0.211s (-8.7% 🟢)6.147s (-4.9%)1.879s101.00x
▲ VercelNext.js (Turbopack)4.567s (-22.3% 🟢)5.568s (-19.7% 🟢)0.191s (-54.9% 🟢)6.446s (-18.7% 🟢)1.879s101.07x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)0.900s1.017s0.000s1.021s0.121s591.00x
🐘 PostgresNext.js (Turbopack)0.924s1.155s0.000s1.163s0.239s521.03x
🐘 PostgresNitro0.928s (-4.9%)1.084s (-6.9% 🟢)0.000s (-5.5% 🟢)1.099s (-7.4% 🟢)0.171s551.03x
🐘 PostgresExpress0.946s (-3.2%)1.191s (-0.6%)0.000s (+Infinity% 🔺)1.204s (-2.6%)0.259s511.05x
💻 LocalNitro1.266s (-2.3%)2.021s (~)0.001s (+36.4% 🔺)2.024s (~)0.758s301.41x
💻 LocalNext.js (Turbopack)1.269s2.021s0.000s2.025s0.756s301.41x
💻 LocalExpress1.272s (+2.0%)2.019s (~)0.000s (-25.0% 🟢)2.022s (~)0.751s301.41x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.721s (-9.4% 🟢)3.630s (-11.4% 🟢)0.000s (-95.9% 🟢)4.232s (-12.1% 🟢)1.511s151.00x
▲ VercelNext.js (Turbopack)3.141s (-3.7%)4.418s (+7.1% 🔺)0.000s (+Infinity% 🔺)5.074s (+8.3% 🔺)1.933s121.15x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

fan-out fan-in 10 streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)1.652s2.035s0.000s2.040s0.388s301.00x
🐘 PostgresNitro1.732s (+1.0%)2.102s (~)0.000s (+3.6%)2.145s (+1.5%)0.413s281.05x
🐘 PostgresExpress1.769s (+1.1%)2.175s (+5.2% 🔺)0.000s (+Infinity% 🔺)2.205s (+4.8%)0.435s281.07x
🐘 PostgresNext.js (Turbopack)1.786s2.145s0.000s2.157s0.371s281.08x
💻 LocalNitro3.590s (-3.9%)4.100s (-3.2%)0.001s (-9.1% 🟢)4.104s (-3.2%)0.514s152.17x
💻 LocalNext.js (Turbopack)3.610s4.098s0.001s4.103s0.492s152.19x
💻 LocalExpress3.711s (+2.5%)4.300s (+4.9%)0.001s (+42.9% 🔺)4.303s (+4.9%)0.592s152.25x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.875s (+3.7%)5.036s (~)0.000s (-100.0% 🟢)5.680s (+0.5%)1.805s111.00x
▲ VercelNext.js (Turbopack)5.862s (+11.2% 🔺)7.131s (+14.6% 🔺)0.000s (NaN%)7.722s (+14.1% 🔺)1.860s81.51x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalNext.js (Turbopack)14/21
🐘 PostgresNext.js (Turbopack)15/21
▲ VercelExpress17/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres19/21
Next.js (Turbopack)🌐 Redis9/21
Nitro🐘 Postgres18/21
Column Definitions
  • Workflow Time: Runtime reported by workflow (completedAt - createdAt) - primary metric
  • TTFB: Time to First Byte - time from workflow start until first stream byte received (stream benchmarks only)
  • Slurp: Time from first byte to complete stream consumption (stream benchmarks only)
  • Wall Time: Total testbench time (trigger workflow + poll for result)
  • Overhead: Testbench overhead (Wall Time - Workflow Time)
  • Samples: Number of benchmark iterations run
  • vs Fastest: How much slower compared to the fastest configuration for this benchmark

Worlds:

  • 💻 Local: In-memory filesystem world (local development)
  • 🐘 Postgres: PostgreSQL database world (local development)
  • ▲ Vercel: Vercel production/preview deployment
  • 🌐 Turso: Community world (local development)
  • 🌐 MongoDB: Community world (local development)
  • 🌐 Redis: Community world (local development)
  • 🌐 Jazz: Community world (local development)

📋 View full workflow run


Some benchmark jobs failed:

  • Local: success
  • Postgres: success
  • Vercel: failure

Check the workflow run for details.

When bundlers (e.g. Vercel's production bundler) create multiple copies
of the context-storage module, two separate AsyncLocalStorage instances
are created. The step handler sets context on one instance, but
getWorkflowMetadata()/getStepMetadata() reads from the other, causing
the store to appear empty.
Fix by storing the AsyncLocalStorage instance on globalThis using
Symbol.for(), guaranteeing a single shared instance regardless of how
many times the module is loaded. This mirrors the pattern already used
by the workflow VM context (WORKFLOW_CONTEXT symbol).
Closes#1577
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
@VaguelySerious
VaguelySerious marked this pull request as ready for review April 2, 2026 17:45
@VaguelySerious
VaguelySerious requested a review from a team as a code ownerApril 2, 2026 17:45

@karthikscale3karthikscale3 left a comment

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AI review: Approve — correct fix, follows the established Symbol.for() + globalThis singleton pattern already used in 11+ places across @workflow/core (symbols.ts, runtime/world.ts, get-workflow-metadata.ts). No regression risk — validated on all 11 Vercel preview deployments (868 passed, 0 new failures). Will let Pranay and Nate take a pass at this as well.

@pablodecm

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Fix seems to work to fix #1577 in realistic/production like setting (after forcing vercel not to use build cache).

Comment thread.changeset/fix-step-context-singleton.md Outdated
Comment threadpackages/core/src/step/context-storage.ts
Co-authored-by: Peter Wielander <mittgfu@gmail.com>
Signed-off-by: Peter Wielander <mittgfu@gmail.com>
@VaguelySeriousVaguelySerious changed the title [core] Fix step context singleton for Vercel deployments[core] Enforce single ALS context to protect against duplicate module and caching issuesApr 3, 2026
@VaguelySerious
VaguelySerious enabled auto-merge (squash) April 3, 2026 18:59
@VaguelySeriousVaguelySerious changed the title [core] Enforce single ALS context to protect against duplicate module and caching issues[core] Enforce single module context to protect against duplicate module and caching issuesApr 3, 2026
@VaguelySeriousVaguelySerious changed the title [core] Enforce single module context to protect against duplicate module and caching issues[core] Make stepContext a global singleton to protect against module duplication and caching issuesApr 3, 2026

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Clean, well-scoped fix. The Symbol.for() + globalThis singleton pattern is the standard approach for ensuring a single instance across duplicated modules, and it's implemented correctly here.

What I verified:

  1. Singleton pattern is correct — The ?? + assignment expression atomically checks-and-sets the global slot. Symbol.for('WORKFLOW_STEP_CONTEXT_STORAGE') guarantees the same symbol across module copies (unlike Symbol() which creates unique symbols).

  2. @__PURE__ correctly removed — The old /* @__PURE__ */ new AsyncLocalStorage() told tree-shakers the expression was side-effect-free. The new expression writes to globalThis, so removing it is correct.

  3. All 21 callers of contextStorage use .run() or .getStore() — none create their own instance. The fix ensures they all reference the same AsyncLocalStorage regardless of how many copies of the module exist.

  4. Extracted StepContext type — Good refactor. The inline type was getting unwieldy.

  5. Unit tests cover the three important properties: same instance across imports, stored on globalThis via Symbol.for(), and context propagation between separately-constructed references.

  6. E2e test directly reproduces the #1577 pattern — helper function at module scope calling getWorkflowMetadata()/getStepMetadata() outside the step body.

  7. Changeset is correctly patch and accurately describes the fix as defense-in-depth.

LGTM.

@VaguelySerious
VaguelySerious merged commit d8aaf27 into mainApr 3, 2026
103 of 105 checks passed
@VaguelySerious
VaguelySerious deleted the peter/issue-1577 branch April 3, 2026 20:47
@ghostghost mentioned this pull request Apr 3, 2026
@ghostghost mentioned this pull request Apr 7, 2026
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Vercel World Regression: getWorkflowMetadata() fully breaking runs AsyncLocalStorage context lost in tool execution (regression in beta.40)

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@VaguelySerious@pablodecm@TooTallNate@karthikscale3
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode"); } } catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); } })(); })();
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[core] Make stepContext a global singleton to protect against module duplication and caching issues - #1591

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VaguelySerious merged 2 commits into
mainfrom
peter/issue-1577
Apr 3, 2026
Merged

[core] Make stepContext a global singleton to protect against module duplication and caching issues#1591
VaguelySerious merged 2 commits into
mainfrom
peter/issue-1577

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@VaguelySerious

@VaguelySeriousVaguelySerious commented Apr 2, 2026

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Summary

  • Fixes getWorkflowMetadata()/getStepMetadata() throwing "can only be called inside a workflow or step function" when called from a helper function outside the step body on Vercel deployments
  • Makes the step context AsyncLocalStorage a process-wide singleton via Symbol.for() on globalThis, preventing dual-instance issues when bundlers create multiple copies of the module
  • Adds unit tests for the singleton behavior and e2e regression test matching the exact repro pattern from the issue

Closes#1577
Closes#839

Test plan

  • Unit tests for singleton behavior (context-storage.test.ts)
  • E2e regression test (metadataFromHelperWorkflow) matching the exact repro pattern
  • All 563 existing core tests pass
  • CI passes
  • Vercel preview deployment validates the fix on actual Vercel infrastructure

🤖 Generated with Claude Code

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changeset-botBot commented Apr 2, 2026

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🦋 Changeset detected

Latest commit: c7b37f7

The changes in this PR will be included in the next version bump.

This PR includes changesets to release 16 packages
NameType
@workflow/corePatch
@workflow/buildersPatch
@workflow/cliPatch
@workflow/nextPatch
@workflow/nitroPatch
@workflow/vitestPatch
@workflow/web-sharedPatch
workflowPatch
@workflow/world-testingPatch
@workflow/astroPatch
@workflow/nestPatch
@workflow/rollupPatch
@workflow/sveltekitPatch
@workflow/vitePatch
@workflow/nuxtPatch
@workflow/aiPatch

Not sure what this means? Click here to learn what changesets are.

Click here if you're a maintainer who wants to add another changeset to this PR

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🧪 E2E Test Results

Some tests failed

Summary

PassedFailedSkippedTotal
✅ ▲ Vercel Production868067935
✅ 💻 Local Development84201781020
✅ 📦 Local Production84201781020
✅ 🐘 Local Postgres84201781020
✅ 🪟 Windows770885
❌ 🌍 Community Worlds1356024219
✅ 📋 Other213042255
Total3819606754554

❌ Failed Tests

🌍 Community Worlds (60 failed)

mongodb (2 failed):

  • hookWorkflow is not resumable via public webhook endpoint | wrun_01KNA8R0MP137B0BFAYTB23WRN
  • concurrent hook token conflict - two workflows cannot use the same hook token simultaneously | wrun_01KNA905WE7VYATFER855KKR3B

redis (2 failed):

  • hookWorkflow is not resumable via public webhook endpoint | wrun_01KNA8R0MP137B0BFAYTB23WRN
  • concurrent hook token conflict - two workflows cannot use the same hook token simultaneously | wrun_01KNA905WE7VYATFER855KKR3B

turso (56 failed):

  • addTenWorkflow | wrun_01KNA8PSR8BV0BRRTEGDGMJW3Y
  • addTenWorkflow | wrun_01KNA8PSR8BV0BRRTEGDGMJW3Y
  • wellKnownAgentWorkflow (.well-known/agent) | wrun_01KNA8R1E1V69600F59XX770B9
  • should work with react rendering in step
  • promiseAllWorkflow | wrun_01KNA8Q1V00RSKR61VMZXF6HBY
  • promiseRaceWorkflow | wrun_01KNA8Q6GJ5XNH30DGT9FGYGZJ
  • promiseAnyWorkflow | wrun_01KNA8Q8VAXBS02KW9FN8HHKNW
  • importedStepOnlyWorkflow | wrun_01KNA8RD46079T8ZP2DBMWMAE6
  • hookWorkflow | wrun_01KNA8QN5EW19DJDVVT6W72RJX
  • hookWorkflow is not resumable via public webhook endpoint | wrun_01KNA8R0MP137B0BFAYTB23WRN
  • webhookWorkflow | wrun_01KNA8R9K4MV9NGGTP9JY1KHTR
  • sleepingWorkflow | wrun_01KNA8RGTV7JZAC804VV53B1T5
  • parallelSleepWorkflow | wrun_01KNA8RWHX1A2DEYBFEBBHRANS
  • nullByteWorkflow | wrun_01KNA8S03YNF0MP52QJ97GG52W
  • workflowAndStepMetadataWorkflow | wrun_01KNA8S2WMTBY7G23YRF9XRM11
  • fetchWorkflow | wrun_01KNA8VTB6REGAC6K9YNJG0TE6
  • promiseRaceStressTestWorkflow | wrun_01KNA8VY2ETV7VGTT20F22CA4F
  • error handling error propagation workflow errors nested function calls preserve message and stack trace
  • error handling error propagation workflow errors cross-file imports preserve message and stack trace
  • error handling error propagation step errors basic step error preserves message and stack trace
  • error handling error propagation step errors cross-file step error preserves message and function names in stack
  • error handling retry behavior regular Error retries until success
  • error handling retry behavior FatalError fails immediately without retries
  • error handling retry behavior RetryableError respects custom retryAfter delay
  • error handling retry behavior maxRetries=0 disables retries
  • error handling catchability FatalError can be caught and detected with FatalError.is()
  • error handling not registered WorkflowNotRegisteredError fails the run when workflow does not exist
  • error handling not registered StepNotRegisteredError fails the step but workflow can catch it
  • error handling not registered StepNotRegisteredError fails the run when not caught in workflow
  • hookCleanupTestWorkflow - hook token reuse after workflow completion | wrun_01KNA8ZG05TQ0ESM6QT6FVPQAM
  • concurrent hook token conflict - two workflows cannot use the same hook token simultaneously | wrun_01KNA905WE7VYATFER855KKR3B
  • hookDisposeTestWorkflow - hook token reuse after explicit disposal while workflow still running | wrun_01KNA90VXC65PJRXW850ZWCDVV
  • stepFunctionPassingWorkflow - step function references can be passed as arguments (without closure vars) | wrun_01KNA91GKKATQN0MAN4GW4Q1CC
  • stepFunctionWithClosureWorkflow - step function with closure variables passed as argument | wrun_01KNA91SX9G5918KQJ3W92ANV5
  • closureVariableWorkflow - nested step functions with closure variables | wrun_01KNA91ZHT69WGWTB0DM83620N
  • spawnWorkflowFromStepWorkflow - spawning a child workflow using start() inside a step | wrun_01KNA921X0FQ1W7CZR6WCVKAQ6
  • health check (queue-based) - workflow and step endpoints respond to health check messages
  • pathsAliasWorkflow - TypeScript path aliases resolve correctly | wrun_01KNA92JDFF7A7C81HY30BJ5GQ
  • Calculator.calculate - static workflow method using static step methods from another class | wrun_01KNA92RD7TJVY2BY0MAEM3MJA
  • AllInOneService.processNumber - static workflow method using sibling static step methods | wrun_01KNA92ZB093DYKM5WCYGS43K0
  • ChainableService.processWithThis - static step methods using this to reference the class | wrun_01KNA9367D3AWWH54XXC0KN21C
  • thisSerializationWorkflow - step function invoked with .call() and .apply() | wrun_01KNA93D782JBVZNT411ZC36B4
  • customSerializationWorkflow - custom class serialization with WORKFLOW_SERIALIZE/WORKFLOW_DESERIALIZE | wrun_01KNA93M6REYABQVMW11NKCK7A
  • instanceMethodStepWorkflow - instance methods with "use step" directive | wrun_01KNA93W6B3NK2YHSGTRPCZF5N
  • crossContextSerdeWorkflow - classes defined in step code are deserializable in workflow context | wrun_01KNA947T5YM7MHVRF24F8W7H9
  • stepFunctionAsStartArgWorkflow - step function reference passed as start() argument | wrun_01KNA94FY7D8681ZRW0JPXX04P
  • cancelRun - cancelling a running workflow | wrun_01KNA94PS7RKXFHEWH3ZP902NG
  • cancelRun via CLI - cancelling a running workflow | wrun_01KNA950982GN8S3FHJR2JJ638
  • pages router addTenWorkflow via pages router
  • pages router promiseAllWorkflow via pages router
  • pages router sleepingWorkflow via pages router
  • hookWithSleepWorkflow - hook payloads delivered correctly with concurrent sleep | wrun_01KNA95CWKQXD34X0AFRW7K5FC
  • sleepInLoopWorkflow - sleep inside loop with steps actually delays each iteration | wrun_01KNA963GP477F5P4CXR5FDNR5
  • sleepWithSequentialStepsWorkflow - sequential steps work with concurrent sleep (control) | wrun_01KNA96DW29SEZWN6AP9E5TMV5
  • importMetaUrlWorkflow - import.meta.url is available in step bundles | wrun_01KNA96P2FY8CP9AJHWN281D2V
  • metadataFromHelperWorkflow - getWorkflowMetadata/getStepMetadata work from module-level helper (#1577) | wrun_01KNA96RBKDFHPH1609GNGNN8K

Details by Category

✅ ▲ Vercel Production
AppPassedFailedSkipped
✅ astro7807
✅ example7807
✅ express7807
✅ fastify7807
✅ hono7807
✅ nextjs-turbopack8302
✅ nextjs-webpack8302
✅ nitro7807
✅ nuxt7807
✅ sveltekit7807
✅ vite7807
✅ 💻 Local Development
AppPassedFailedSkipped
✅ astro-stable71014
✅ express-stable71014
✅ fastify-stable71014
✅ hono-stable71014
✅ nextjs-turbopack-canary60025
✅ nextjs-turbopack-stable7708
✅ nextjs-webpack-canary60025
✅ nextjs-webpack-stable7708
✅ nitro-stable71014
✅ nuxt-stable71014
✅ sveltekit-stable71014
✅ vite-stable71014
✅ 📦 Local Production
AppPassedFailedSkipped
✅ astro-stable71014
✅ express-stable71014
✅ fastify-stable71014
✅ hono-stable71014
✅ nextjs-turbopack-canary60025
✅ nextjs-turbopack-stable7708
✅ nextjs-webpack-canary60025
✅ nextjs-webpack-stable7708
✅ nitro-stable71014
✅ nuxt-stable71014
✅ sveltekit-stable71014
✅ vite-stable71014
✅ 🐘 Local Postgres
AppPassedFailedSkipped
✅ astro-stable71014
✅ express-stable71014
✅ fastify-stable71014
✅ hono-stable71014
✅ nextjs-turbopack-canary60025
✅ nextjs-turbopack-stable7708
✅ nextjs-webpack-canary60025
✅ nextjs-webpack-stable7708
✅ nitro-stable71014
✅ nuxt-stable71014
✅ sveltekit-stable71014
✅ vite-stable71014
✅ 🪟 Windows
AppPassedFailedSkipped
✅ nextjs-turbopack7708
❌ 🌍 Community Worlds
AppPassedFailedSkipped
✅ mongodb-dev500
❌ mongodb5828
✅ redis-dev500
❌ redis5828
✅ turso-dev500
❌ turso4568
✅ 📋 Other
AppPassedFailedSkipped
✅ e2e-local-dev-nest-stable71014
✅ e2e-local-postgres-nest-stable71014
✅ e2e-local-prod-nest-stable71014

📋 View full workflow run

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📊 Benchmark Results

📈 Comparing against baseline from main branch. Green 🟢 = faster, Red 🔺 = slower.

workflow with no steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Express0.042s (-1.6%)1.005s (~)0.963s101.00x
💻 LocalNitro0.043s (-16.5% 🟢)1.005s (~)0.962s101.02x
💻 LocalNext.js (Turbopack)0.049s1.005s0.957s101.15x
🌐 RedisNext.js (Turbopack)0.054s1.005s0.951s101.28x
🐘 PostgresNext.js (Turbopack)0.058s1.011s0.953s101.36x
🐘 PostgresExpress0.059s (-11.0% 🟢)1.011s (~)0.952s101.40x
🐘 PostgresNitro0.060s (+4.7%)1.011s (~)0.950s101.42x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express0.442s (-10.8% 🟢)2.431s (-4.1%)1.989s101.00x
▲ VercelNext.js (Turbopack)0.585s (-8.9% 🟢)2.712s (+11.1% 🔺)2.127s101.32x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 1 step

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Nitro1.127s (-1.3%)2.006s (~)0.879s101.00x
🌐 RedisNext.js (Turbopack)1.127s2.007s0.879s101.00x
💻 LocalExpress1.131s (~)2.006s (~)0.875s101.00x
💻 LocalNext.js (Turbopack)1.134s2.006s0.872s101.01x
🐘 PostgresNext.js (Turbopack)1.138s2.011s0.873s101.01x
🐘 PostgresExpress1.144s (~)2.011s (~)0.866s101.02x
🐘 PostgresNitro1.151s (~)2.009s (~)0.858s101.02x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.103s (-0.7%)3.676s (-4.9%)1.573s101.00x
▲ VercelNext.js (Turbopack)2.395s (+5.6% 🔺)4.038s (+12.7% 🔺)1.643s101.14x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 10 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Next.js (Turbopack)10.820s11.024s0.203s31.00x
🐘 PostgresNext.js (Turbopack)10.821s11.018s0.197s31.00x
🌐 RedisNext.js (Turbopack)10.870s11.026s0.156s31.00x
🐘 PostgresNitro10.876s (~)11.023s (~)0.147s31.01x
🐘 PostgresExpress10.904s (~)11.023s (~)0.119s31.01x
💻 LocalNitro10.920s (-0.9%)11.024s (-2.9%)0.104s31.01x
💻 LocalExpress10.944s (~)11.023s (~)0.080s31.01x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express18.278s (+6.5% 🔺)19.811s (+3.7%)1.533s21.00x
▲ VercelNext.js (Turbopack)19.079s (+3.9%)21.213s (+5.5% 🔺)2.134s21.04x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 25 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)14.358s15.031s0.673s41.00x
🐘 PostgresNext.js (Turbopack)14.417s15.021s0.604s41.00x
🐘 PostgresNitro14.491s (~)15.021s (~)0.530s41.01x
🐘 PostgresExpress14.605s (~)15.022s (~)0.417s41.02x
💻 LocalNext.js (Turbopack)14.636s15.030s0.394s41.02x
💻 LocalNitro14.995s (-1.4%)15.279s (-4.7%)0.285s41.04x
💻 LocalExpress15.040s (+0.6%)15.529s (+3.3%)0.489s41.05x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)32.642s (-3.3%)34.633s (-2.1%)1.991s21.00x
▲ VercelExpress33.028s (+4.3%)34.675s (+4.0%)1.647s21.01x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

workflow with 50 sequential steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)13.633s14.027s0.395s71.00x
🐘 PostgresNext.js (Turbopack)13.639s14.021s0.383s71.00x
🐘 PostgresNitro13.747s (-1.8%)14.021s (-3.9%)0.274s71.01x
🐘 PostgresExpress14.084s (~)15.022s (+3.9%)0.938s61.03x
💻 LocalNext.js (Turbopack)16.070s16.864s0.794s61.18x
💻 LocalNitro16.915s (-1.4%)17.031s (-5.6% 🟢)0.116s61.24x
💻 LocalExpress16.928s (+1.5%)17.364s (+2.0%)0.436s61.24x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express51.581s (-1.5%)53.389s (-1.2%)1.807s21.00x
▲ VercelNext.js (Turbopack)56.153s (+3.1%)58.058s (+4.7%)1.905s21.09x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.all with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.231s2.011s0.780s151.00x
🐘 PostgresExpress1.262s (~)2.014s (~)0.751s151.03x
🐘 PostgresNitro1.280s (+1.6%)2.011s (~)0.730s151.04x
🌐 RedisNext.js (Turbopack)1.304s2.007s0.703s151.06x
💻 LocalExpress1.493s (-3.1%)2.005s (~)0.512s151.21x
💻 LocalNext.js (Turbopack)1.520s2.006s0.485s151.24x
💻 LocalNitro1.530s (-2.3%)2.005s (~)0.475s151.24x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.281s (-3.5%)3.940s (-2.5%)1.659s81.00x
▲ VercelNext.js (Turbopack)2.427s (-12.8% 🟢)3.943s (+1.5%)1.516s81.06x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.all with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro2.306s (-0.8%)3.009s (~)0.703s101.00x
🐘 PostgresExpress2.336s (~)3.012s (~)0.675s101.01x
🐘 PostgresNext.js (Turbopack)2.383s3.010s0.627s101.03x
🌐 RedisNext.js (Turbopack)2.625s3.009s0.384s101.14x
💻 LocalNext.js (Turbopack)2.834s3.209s0.375s101.23x
💻 LocalExpress2.871s (-7.7% 🟢)3.309s (-17.5% 🟢)0.437s101.25x
💻 LocalNitro2.942s (-5.7% 🟢)3.761s (-3.2%)0.819s81.28x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.969s (-4.5%)4.357s (-3.8%)1.388s81.00x
▲ VercelExpress3.732s (+21.9% 🔺)5.491s (+15.7% 🔺)1.759s61.26x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

Promise.all with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro3.459s (~)4.009s (~)0.551s81.00x
🐘 PostgresExpress3.470s (~)4.013s (~)0.543s81.00x
🐘 PostgresNext.js (Turbopack)3.644s4.013s0.369s81.05x
🌐 RedisNext.js (Turbopack)4.236s5.012s0.776s61.22x
💻 LocalNext.js (Turbopack)8.095s8.769s0.675s42.34x
💻 LocalNitro8.464s (+1.0%)9.020s (~)0.556s42.45x
💻 LocalExpress8.738s (+7.2% 🔺)9.275s (+2.8%)0.537s42.53x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.913s (+1.8%)5.535s (~)1.622s61.00x
▲ VercelNext.js (Turbopack)3.933s (-5.0% 🟢)5.352s (-6.7% 🟢)1.419s61.01x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.race with 10 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)1.219s2.010s0.791s151.00x
🐘 PostgresNitro1.245s (-1.0%)2.009s (~)0.764s151.02x
🐘 PostgresExpress1.259s (~)2.010s (~)0.751s151.03x
🌐 RedisNext.js (Turbopack)1.313s2.007s0.694s151.08x
💻 LocalExpress1.515s (-1.8%)2.006s (~)0.492s151.24x
💻 LocalNext.js (Turbopack)1.537s2.006s0.469s151.26x
💻 LocalNitro1.560s (~)2.006s (~)0.446s151.28x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)2.223s (-1.0%)3.944s (+9.6% 🔺)1.721s81.00x
▲ VercelExpress2.479s (+0.5%)4.147s (~)1.667s81.12x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

Promise.race with 25 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Nitro2.316s (~)3.009s (~)0.693s101.00x
🐘 PostgresExpress2.338s (~)3.012s (~)0.674s101.01x
🐘 PostgresNext.js (Turbopack)2.374s3.011s0.636s101.03x
🌐 RedisNext.js (Turbopack)2.552s3.008s0.456s101.10x
💻 LocalNext.js (Turbopack)2.912s3.564s0.652s91.26x
💻 LocalExpress3.031s (-2.5%)3.760s (-3.2%)0.729s81.31x
💻 LocalNitro3.212s (~)4.010s (+3.2%)0.798s81.39x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.525s (-2.5%)3.989s (+0.9%)1.464s81.00x
▲ VercelNext.js (Turbopack)3.402s (+16.8% 🔺)5.045s (+26.3% 🔺)1.643s61.35x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Promise.race with 50 concurrent steps

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Express3.473s (~)4.010s (~)0.538s81.00x
🐘 PostgresNitro3.475s (~)4.010s (~)0.536s81.00x
🐘 PostgresNext.js (Turbopack)3.657s4.013s0.356s81.05x
🌐 RedisNext.js (Turbopack)4.134s5.012s0.878s61.19x
💻 LocalNext.js (Turbopack)8.223s8.769s0.546s42.37x
💻 LocalNitro9.022s (+0.8%)9.771s (+5.4% 🔺)0.750s42.60x
💻 LocalExpress9.027s (~)9.522s (~)0.495s42.60x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.514s (+5.2% 🔺)5.167s (+7.1% 🔺)1.653s61.00x
▲ VercelNext.js (Turbopack)4.218s (+14.7% 🔺)6.120s (+19.3% 🔺)1.902s51.20x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)0.769s1.005s0.236s601.00x
🐘 PostgresNext.js (Turbopack)0.788s1.023s0.235s591.02x
🐘 PostgresNitro0.813s (-1.7%)1.007s (~)0.194s601.06x
💻 LocalNext.js (Turbopack)0.845s1.005s0.159s601.10x
🐘 PostgresExpress0.849s (~)1.007s (~)0.159s601.10x
💻 LocalExpress1.004s (+0.6%)1.338s (-6.0% 🟢)0.334s451.31x
💻 LocalNitro1.009s (-1.6%)1.611s (-15.8% 🟢)0.602s381.31x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express9.044s (-7.8% 🟢)10.959s (-9.2% 🟢)1.914s61.00x
▲ VercelNext.js (Turbopack)10.069s (-1.7%)12.322s (+3.9%)2.253s61.11x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)1.790s2.006s0.217s451.00x
🐘 PostgresNext.js (Turbopack)1.872s2.076s0.204s441.05x
🐘 PostgresNitro1.915s (-2.4%)2.054s (-4.6%)0.138s441.07x
🐘 PostgresExpress1.982s (-2.0%)2.342s (-12.8% 🟢)0.360s391.11x
💻 LocalNext.js (Turbopack)2.690s3.008s0.318s301.50x
💻 LocalExpress3.045s (+1.0%)3.586s (-0.6%)0.541s261.70x
💻 LocalNitro3.060s (-0.9%)3.801s (-5.2% 🟢)0.741s241.71x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express27.192s (-9.8% 🟢)29.080s (-9.1% 🟢)1.888s41.00x
▲ VercelNext.js (Turbopack)29.273s (-2.7%)31.220s (-1.4%)1.947s31.08x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)3.604s4.009s0.405s301.00x
🐘 PostgresNext.js (Turbopack)3.697s4.011s0.314s301.03x
🐘 PostgresNitro3.883s (-3.4%)4.110s (-9.3% 🟢)0.227s301.08x
🐘 PostgresExpress4.138s (+2.0%)4.931s (+3.1%)0.794s251.15x
💻 LocalNext.js (Turbopack)8.702s9.018s0.315s142.41x
💻 LocalNitro9.194s (-2.3%)10.019s (~)0.825s122.55x
💻 LocalExpress9.350s (+2.3%)9.787s (+1.6%)0.437s132.59x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express71.160s (-14.8% 🟢)72.955s (-15.0% 🟢)1.795s21.00x
▲ VercelNext.js (Turbopack)77.068s (-7.9% 🟢)78.794s (-8.3% 🟢)1.726s21.08x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.252s1.008s0.756s601.00x
🐘 PostgresNitro0.284s (+3.9%)1.008s (~)0.724s601.13x
🐘 PostgresExpress0.284s (+2.0%)1.008s (~)0.724s601.13x
🌐 RedisNext.js (Turbopack)0.295s1.005s0.710s601.17x
💻 LocalNext.js (Turbopack)0.587s1.005s0.418s602.33x
💻 LocalExpress0.605s (+4.0%)1.005s (~)0.400s602.40x
💻 LocalNitro0.606s (-11.3% 🟢)1.005s (-3.4%)0.399s602.40x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Next.js (Turbopack)1.882s (-5.6% 🟢)3.495s (-8.7% 🟢)1.612s181.00x
▲ VercelExpress1.933s (+22.6% 🔺)3.342s (+7.7% 🔺)1.409s181.03x
▲ VercelNitro⚠️missing----

🔍 Observability: Next.js (Turbopack) | Express

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.469s1.007s0.538s901.00x
🐘 PostgresNitro0.487s (~)1.007s (~)0.520s901.04x
🐘 PostgresExpress0.494s (-0.7%)1.008s (~)0.513s901.05x
🌐 RedisNext.js (Turbopack)1.244s2.006s0.762s452.65x
💻 LocalNitro2.450s (-3.2%)3.009s (~)0.559s305.22x
💻 LocalExpress2.560s (~)3.009s (~)0.448s305.45x
💻 LocalNext.js (Turbopack)2.612s3.009s0.397s305.56x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.670s (-24.7% 🟢)4.246s (-20.4% 🟢)1.576s221.00x
▲ VercelNext.js (Turbopack)3.682s (-18.9% 🟢)5.352s (-12.4% 🟢)1.670s171.38x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
🐘 Postgres🥇 Next.js (Turbopack)0.744s1.015s0.271s1191.00x
🐘 PostgresNitro0.770s (~)1.008s (~)0.238s1201.03x
🐘 PostgresExpress0.783s (-1.1%)1.009s (~)0.225s1191.05x
🌐 RedisNext.js (Turbopack)2.831s3.136s0.305s393.80x
💻 LocalNext.js (Turbopack)10.931s11.391s0.460s1114.68x
💻 LocalNitro11.057s (-2.6%)11.482s (-3.8%)0.425s1114.85x
💻 LocalExpress11.257s (~)11.756s (-1.5%)0.498s1115.12x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express7.626s (-7.6% 🟢)9.342s (-4.6%)1.717s131.00x
▲ VercelNext.js (Turbopack)90.118s (+988.5% 🔺)91.958s (+844.5% 🔺)1.840s611.82x
▲ VercelNitro⚠️missing----

🔍 Observability: Express | Next.js (Turbopack)

Stream Benchmarks(includes TTFB metrics)
workflow with stream

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
💻 Local🥇 Next.js (Turbopack)0.171s1.002s0.013s1.018s0.847s101.00x
🌐 RedisNext.js (Turbopack)0.190s1.001s0.002s1.008s0.818s101.11x
🐘 PostgresNext.js (Turbopack)0.193s1.001s0.002s1.010s0.817s101.13x
🐘 PostgresExpress0.202s (-0.9%)0.995s (~)0.002s (+28.6% 🔺)1.009s (~)0.807s101.18x
💻 LocalExpress0.205s (+0.8%)1.003s (~)0.011s (-8.3% 🟢)1.017s (~)0.812s101.20x
💻 LocalNitro0.209s (-4.2%)1.003s (~)0.012s (+6.3% 🔺)1.018s (~)0.809s101.22x
🐘 PostgresNitro0.211s (+1.1%)0.992s (~)0.001s (-13.3% 🟢)1.010s (~)0.799s101.23x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express1.775s (-3.5%)2.987s (+1.0%)0.499s (-15.2% 🟢)4.122s (-2.9%)2.347s101.00x
▲ VercelNext.js (Turbopack)1.929s (-3.7%)3.203s (+7.5% 🔺)0.570s (-15.3% 🟢)4.401s (+4.9%)2.472s101.09x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

stream pipeline with 5 transform steps (1MB)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)0.498s1.001s0.003s1.012s0.513s601.00x
🐘 PostgresNitro0.589s (-2.5%)1.001s (~)0.004s (+1.3%)1.022s (~)0.433s591.18x
🐘 PostgresNext.js (Turbopack)0.596s1.008s0.007s1.025s0.429s591.20x
🐘 PostgresExpress0.633s (+2.7%)1.004s (~)0.006s (+40.7% 🔺)1.026s (~)0.393s591.27x
💻 LocalNext.js (Turbopack)0.656s1.008s0.008s1.022s0.365s591.32x
💻 LocalNitro0.725s (-4.6%)1.010s (~)0.009s (-5.3% 🟢)1.023s (~)0.298s591.46x
💻 LocalExpress0.736s (+1.7%)1.011s (~)0.009s (+8.1% 🔺)1.024s (~)0.288s591.48x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express4.268s (-1.0%)5.366s (-1.9%)0.211s (-8.7% 🟢)6.147s (-4.9%)1.879s101.00x
▲ VercelNext.js (Turbopack)4.567s (-22.3% 🟢)5.568s (-19.7% 🟢)0.191s (-54.9% 🟢)6.446s (-18.7% 🟢)1.879s101.07x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

10 parallel streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)0.900s1.017s0.000s1.021s0.121s591.00x
🐘 PostgresNext.js (Turbopack)0.924s1.155s0.000s1.163s0.239s521.03x
🐘 PostgresNitro0.928s (-4.9%)1.084s (-6.9% 🟢)0.000s (-5.5% 🟢)1.099s (-7.4% 🟢)0.171s551.03x
🐘 PostgresExpress0.946s (-3.2%)1.191s (-0.6%)0.000s (+Infinity% 🔺)1.204s (-2.6%)0.259s511.05x
💻 LocalNitro1.266s (-2.3%)2.021s (~)0.001s (+36.4% 🔺)2.024s (~)0.758s301.41x
💻 LocalNext.js (Turbopack)1.269s2.021s0.000s2.025s0.756s301.41x
💻 LocalExpress1.272s (+2.0%)2.019s (~)0.000s (-25.0% 🟢)2.022s (~)0.751s301.41x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express2.721s (-9.4% 🟢)3.630s (-11.4% 🟢)0.000s (-95.9% 🟢)4.232s (-12.1% 🟢)1.511s151.00x
▲ VercelNext.js (Turbopack)3.141s (-3.7%)4.418s (+7.1% 🔺)0.000s (+Infinity% 🔺)5.074s (+8.3% 🔺)1.933s121.15x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

fan-out fan-in 10 streams (1MB each)

💻 Local Development

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
🌐 Redis🥇 Next.js (Turbopack)1.652s2.035s0.000s2.040s0.388s301.00x
🐘 PostgresNitro1.732s (+1.0%)2.102s (~)0.000s (+3.6%)2.145s (+1.5%)0.413s281.05x
🐘 PostgresExpress1.769s (+1.1%)2.175s (+5.2% 🔺)0.000s (+Infinity% 🔺)2.205s (+4.8%)0.435s281.07x
🐘 PostgresNext.js (Turbopack)1.786s2.145s0.000s2.157s0.371s281.08x
💻 LocalNitro3.590s (-3.9%)4.100s (-3.2%)0.001s (-9.1% 🟢)4.104s (-3.2%)0.514s152.17x
💻 LocalNext.js (Turbopack)3.610s4.098s0.001s4.103s0.492s152.19x
💻 LocalExpress3.711s (+2.5%)4.300s (+4.9%)0.001s (+42.9% 🔺)4.303s (+4.9%)0.592s152.25x

▲ Production (Vercel)

WorldFrameworkWorkflow TimeTTFBSlurpWall TimeOverheadSamplesvs Fastest
▲ Vercel🥇 Express3.875s (+3.7%)5.036s (~)0.000s (-100.0% 🟢)5.680s (+0.5%)1.805s111.00x
▲ VercelNext.js (Turbopack)5.862s (+11.2% 🔺)7.131s (+14.6% 🔺)0.000s (NaN%)7.722s (+14.1% 🔺)1.860s81.51x
▲ VercelNitro⚠️missing-----

🔍 Observability: Express | Next.js (Turbopack)

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World🥇 Fastest FrameworkWins
💻 LocalNext.js (Turbopack)14/21
🐘 PostgresNext.js (Turbopack)15/21
▲ VercelExpress17/21
Fastest World by Framework

Winner determined by most benchmark wins

Framework🥇 Fastest WorldWins
Express🐘 Postgres19/21
Next.js (Turbopack)🌐 Redis9/21
Nitro🐘 Postgres18/21
Column Definitions
  • Workflow Time: Runtime reported by workflow (completedAt - createdAt) - primary metric
  • TTFB: Time to First Byte - time from workflow start until first stream byte received (stream benchmarks only)
  • Slurp: Time from first byte to complete stream consumption (stream benchmarks only)
  • Wall Time: Total testbench time (trigger workflow + poll for result)
  • Overhead: Testbench overhead (Wall Time - Workflow Time)
  • Samples: Number of benchmark iterations run
  • vs Fastest: How much slower compared to the fastest configuration for this benchmark

Worlds:

  • 💻 Local: In-memory filesystem world (local development)
  • 🐘 Postgres: PostgreSQL database world (local development)
  • ▲ Vercel: Vercel production/preview deployment
  • 🌐 Turso: Community world (local development)
  • 🌐 MongoDB: Community world (local development)
  • 🌐 Redis: Community world (local development)
  • 🌐 Jazz: Community world (local development)

📋 View full workflow run


Some benchmark jobs failed:

  • Local: success
  • Postgres: success
  • Vercel: failure

Check the workflow run for details.

When bundlers (e.g. Vercel's production bundler) create multiple copies
of the context-storage module, two separate AsyncLocalStorage instances
are created. The step handler sets context on one instance, but
getWorkflowMetadata()/getStepMetadata() reads from the other, causing
the store to appear empty.
Fix by storing the AsyncLocalStorage instance on globalThis using
Symbol.for(), guaranteeing a single shared instance regardless of how
many times the module is loaded. This mirrors the pattern already used
by the workflow VM context (WORKFLOW_CONTEXT symbol).
Closes#1577
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
@VaguelySerious
VaguelySerious marked this pull request as ready for review April 2, 2026 17:45
@VaguelySerious
VaguelySerious requested a review from a team as a code ownerApril 2, 2026 17:45

@karthikscale3karthikscale3 left a comment

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AI review: Approve — correct fix, follows the established Symbol.for() + globalThis singleton pattern already used in 11+ places across @workflow/core (symbols.ts, runtime/world.ts, get-workflow-metadata.ts). No regression risk — validated on all 11 Vercel preview deployments (868 passed, 0 new failures). Will let Pranay and Nate take a pass at this as well.

@pablodecm

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Fix seems to work to fix #1577 in realistic/production like setting (after forcing vercel not to use build cache).

Comment thread.changeset/fix-step-context-singleton.md Outdated
Comment threadpackages/core/src/step/context-storage.ts
Co-authored-by: Peter Wielander <mittgfu@gmail.com>
Signed-off-by: Peter Wielander <mittgfu@gmail.com>
@VaguelySeriousVaguelySerious changed the title [core] Fix step context singleton for Vercel deployments[core] Enforce single ALS context to protect against duplicate module and caching issuesApr 3, 2026
@VaguelySerious
VaguelySerious enabled auto-merge (squash) April 3, 2026 18:59
@VaguelySeriousVaguelySerious changed the title [core] Enforce single ALS context to protect against duplicate module and caching issues[core] Enforce single module context to protect against duplicate module and caching issuesApr 3, 2026
@VaguelySeriousVaguelySerious changed the title [core] Enforce single module context to protect against duplicate module and caching issues[core] Make stepContext a global singleton to protect against module duplication and caching issuesApr 3, 2026

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Clean, well-scoped fix. The Symbol.for() + globalThis singleton pattern is the standard approach for ensuring a single instance across duplicated modules, and it's implemented correctly here.

What I verified:

  1. Singleton pattern is correct — The ?? + assignment expression atomically checks-and-sets the global slot. Symbol.for('WORKFLOW_STEP_CONTEXT_STORAGE') guarantees the same symbol across module copies (unlike Symbol() which creates unique symbols).

  2. @__PURE__ correctly removed — The old /* @__PURE__ */ new AsyncLocalStorage() told tree-shakers the expression was side-effect-free. The new expression writes to globalThis, so removing it is correct.

  3. All 21 callers of contextStorage use .run() or .getStore() — none create their own instance. The fix ensures they all reference the same AsyncLocalStorage regardless of how many copies of the module exist.

  4. Extracted StepContext type — Good refactor. The inline type was getting unwieldy.

  5. Unit tests cover the three important properties: same instance across imports, stored on globalThis via Symbol.for(), and context propagation between separately-constructed references.

  6. E2e test directly reproduces the #1577 pattern — helper function at module scope calling getWorkflowMetadata()/getStepMetadata() outside the step body.

  7. Changeset is correctly patch and accurately describes the fix as defense-in-depth.

LGTM.

@VaguelySerious
VaguelySerious merged commit d8aaf27 into mainApr 3, 2026
103 of 105 checks passed
@VaguelySerious
VaguelySerious deleted the peter/issue-1577 branch April 3, 2026 20:47
@ghostghost mentioned this pull request Apr 3, 2026
@ghostghost mentioned this pull request Apr 7, 2026
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Vercel World Regression: getWorkflowMetadata() fully breaking runs AsyncLocalStorage context lost in tool execution (regression in beta.40)

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@VaguelySerious@pablodecm@TooTallNate@karthikscale3