feat(core): Instrument LangGraph Agent - #18114

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RulaKhaled merged 5 commits into
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instrument-langgrapgh-in-node
Nov 17, 2025
Merged

feat(core): Instrument LangGraph Agent#18114
RulaKhaled merged 5 commits into
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instrument-langgrapgh-in-node

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@RulaKhaledRulaKhaled commented Nov 6, 2025•
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This PR adds official support for instrumenting LangGraph StateGraph operations in Node with Sentry tracing, following OpenTelemetry semantic conventions for Generative AI.

Currently supported:

Node.js - Both agent creation and invocation are instrumented in this PR
ESM and CJS - Both module systems are supported

The langGraphIntegration() accepts the following options:

// The integration respects your sendDefaultPii client option
interface LangGraphOptions {
recordInputs?: boolean; // Whether to record input messages
recordOutputs?: boolean; // Whether to record response text and tool calls
}

e.g

Sentry.init({
dsn: '__DSN__',
sendDefaultPii: false, // Even with PII disabled globally
integrations: [
Sentry.langGraphIntegration({
recordInputs: true, // Force recording input messages
recordOutputs: true, // Force recording response text
}),
],
});

Operations traced:

  • gen_ai.create_agent - Spans created when StateGraph.compile() is called
  • gen_ai.invoke_agent - Spans created when CompiledGraph.invoke() is called

@RulaKhaledRulaKhaled mentioned this pull request Nov 6, 2025
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size-limit report 📦

PathSize% ChangeChange
@sentry/browser24.64 kB--
@sentry/browser - with treeshaking flags23.14 kB--
@sentry/browser (incl. Tracing)41.29 kB--
@sentry/browser (incl. Tracing, Profiling)45.58 kB--
@sentry/browser (incl. Tracing, Replay)79.75 kB--
@sentry/browser (incl. Tracing, Replay) - with treeshaking flags69.45 kB--
@sentry/browser (incl. Tracing, Replay with Canvas)84.44 kB--
@sentry/browser (incl. Tracing, Replay, Feedback)96.66 kB--
@sentry/browser (incl. Feedback)41.29 kB--
@sentry/browser (incl. sendFeedback)29.3 kB--
@sentry/browser (incl. FeedbackAsync)34.22 kB--
@sentry/react26.33 kB--
@sentry/react (incl. Tracing)43.23 kB--
@sentry/vue29.12 kB--
@sentry/vue (incl. Tracing)43.09 kB--
@sentry/svelte24.66 kB--
CDN Bundle26.96 kB--
CDN Bundle (incl. Tracing)41.84 kB--
CDN Bundle (incl. Tracing, Replay)78.39 kB--
CDN Bundle (incl. Tracing, Replay, Feedback)83.85 kB--
CDN Bundle - uncompressed78.94 kB--
CDN Bundle (incl. Tracing) - uncompressed124.09 kB--
CDN Bundle (incl. Tracing, Replay) - uncompressed240.12 kB--
CDN Bundle (incl. Tracing, Replay, Feedback) - uncompressed252.88 kB--
@sentry/nextjs (client)45.38 kB--
@sentry/sveltekit (client)41.68 kB--
@sentry/node-core50.91 kB--
@sentry/node159.09 kB+0.63%+984 B 🔺
@sentry/node - without tracing92.78 kB+0.01%+1 B 🔺
@sentry/aws-serverless106.53 kB--

View base workflow run

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node-overhead report 🧳

Note: This is a synthetic benchmark with a minimal express app and does not necessarily reflect the real-world performance impact in an application.

ScenarioRequests/s% of BaselinePrev. Requests/sChange %
GET Baseline9,221-8,400+10%
GET With Sentry1,35215%1,305+4%
GET With Sentry (error only)6,01765%5,789+4%
POST Baseline1,192-1,129+6%
POST With Sentry53445%465+15%
POST With Sentry (error only)1,07991%1,040+4%
MYSQL Baseline3,386-3,218+5%
MYSQL With Sentry52015%410+27%
MYSQL With Sentry (error only)2,78182%2,581+8%

View base workflow run

nicohrubec
nicohrubec reviewed Nov 13, 2025
View reviewed changes
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/index.ts
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/utils.ts Outdated
Comment threaddev-packages/node-integration-tests/suites/tracing/langgraph/scenario-tools.mjs
Comment threaddev-packages/node-integration-tests/suites/tracing/langgraph/scenario.mjs
Comment threadpackages/node/src/integrations/tracing/langgraph/index.ts
Comment threadpackages/node/src/integrations/tracing/langgraph/index.ts Outdated
@RulaKhaled
RulaKhaledforce-pushed the instrument-langgrapgh-in-node branch from e45920a to 932f908CompareNovember 17, 2025 09:11
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Comment threadpackages/core/src/tracing/langgraph/utils.ts
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Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
nicohrubec
nicohrubec approved these changes Nov 17, 2025
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nice!

Comment threadpackages/core/src/tracing/langgraph/utils.ts
export function extractTokenUsageFromMetadata(span: Span, message: LangChainMessage): void {
const msg = message as Record<string, unknown>;

// Extract from usage_metadata (newer format)

@nicohrubecnicohrubecNov 17, 2025

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l: Sure, though I think it would be good then to put that detail in the comment or maybe a link where that is explained (if you have one) so that it is more clear

@RulaKhaled
RulaKhaled merged commit f9e714f into developNov 17, 2025
195 checks passed
@RulaKhaled
RulaKhaled deleted the instrument-langgrapgh-in-node branch November 17, 2025 11:23
RulaKhaled added a commit that referenced this pull request Nov 19, 2025
@RulaKhaled
feat(cloudflare/vercel-edge): Add manual instrumentation for LangGraph (
584d4bc
#18112)
This PR adds manual instrumentation support for LangGraph StateGraph
operations in Cloudflare Workers and Vercel Edge environments.
```
import * as Sentry from '@sentry/cloudflare'; // or '@sentry/vercel-edge'
import { StateGraph, START, END, MessagesAnnotation } from '@langchain/langgraph';
// Create and instrument the graph
const graph = new StateGraph(MessagesAnnotation)
.addNode('agent', agentFn)
.addEdge(START, 'agent')
.addEdge('agent', END);
Sentry.instrumentLangGraph(graph, {
recordInputs: true,
recordOutputs: true,
});
const compiled = graph.compile({ name: 'weather_assistant' });
await compiled.invoke({
messages: [{ role: 'user', content: 'What is the weather in SF?' }],
});
```
- [x] This PR depends on #18114
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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all \u003cpre\u003e\u003ccode\u003e blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks"); } } catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); } })(); (function(){ try { var __m = "github.com"; var __re = new RegExp('^' + "github\\.com" + '
Skip to content

feat(core): Instrument LangGraph Agent - #18114

Merged
RulaKhaled merged 5 commits into
developfrom
instrument-langgrapgh-in-node
Nov 17, 2025
Merged

feat(core): Instrument LangGraph Agent#18114
RulaKhaled merged 5 commits into
developfrom
instrument-langgrapgh-in-node

Conversation

@RulaKhaled

@RulaKhaledRulaKhaled commented Nov 6, 2025•
edited
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Collaborator

This PR adds official support for instrumenting LangGraph StateGraph operations in Node with Sentry tracing, following OpenTelemetry semantic conventions for Generative AI.

Currently supported:

Node.js - Both agent creation and invocation are instrumented in this PR
ESM and CJS - Both module systems are supported

The langGraphIntegration() accepts the following options:

// The integration respects your sendDefaultPii client option
interface LangGraphOptions {
recordInputs?: boolean; // Whether to record input messages
recordOutputs?: boolean; // Whether to record response text and tool calls
}

e.g

Sentry.init({
dsn: '__DSN__',
sendDefaultPii: false, // Even with PII disabled globally
integrations: [
Sentry.langGraphIntegration({
recordInputs: true, // Force recording input messages
recordOutputs: true, // Force recording response text
}),
],
});

Operations traced:

  • gen_ai.create_agent - Spans created when StateGraph.compile() is called
  • gen_ai.invoke_agent - Spans created when CompiledGraph.invoke() is called

@RulaKhaledRulaKhaled mentioned this pull request Nov 6, 2025
Merged
1 task
@github-actions

github-actionsBot commented Nov 6, 2025•
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size-limit report 📦

PathSize% ChangeChange
@sentry/browser24.64 kB--
@sentry/browser - with treeshaking flags23.14 kB--
@sentry/browser (incl. Tracing)41.29 kB--
@sentry/browser (incl. Tracing, Profiling)45.58 kB--
@sentry/browser (incl. Tracing, Replay)79.75 kB--
@sentry/browser (incl. Tracing, Replay) - with treeshaking flags69.45 kB--
@sentry/browser (incl. Tracing, Replay with Canvas)84.44 kB--
@sentry/browser (incl. Tracing, Replay, Feedback)96.66 kB--
@sentry/browser (incl. Feedback)41.29 kB--
@sentry/browser (incl. sendFeedback)29.3 kB--
@sentry/browser (incl. FeedbackAsync)34.22 kB--
@sentry/react26.33 kB--
@sentry/react (incl. Tracing)43.23 kB--
@sentry/vue29.12 kB--
@sentry/vue (incl. Tracing)43.09 kB--
@sentry/svelte24.66 kB--
CDN Bundle26.96 kB--
CDN Bundle (incl. Tracing)41.84 kB--
CDN Bundle (incl. Tracing, Replay)78.39 kB--
CDN Bundle (incl. Tracing, Replay, Feedback)83.85 kB--
CDN Bundle - uncompressed78.94 kB--
CDN Bundle (incl. Tracing) - uncompressed124.09 kB--
CDN Bundle (incl. Tracing, Replay) - uncompressed240.12 kB--
CDN Bundle (incl. Tracing, Replay, Feedback) - uncompressed252.88 kB--
@sentry/nextjs (client)45.38 kB--
@sentry/sveltekit (client)41.68 kB--
@sentry/node-core50.91 kB--
@sentry/node159.09 kB+0.63%+984 B 🔺
@sentry/node - without tracing92.78 kB+0.01%+1 B 🔺
@sentry/aws-serverless106.53 kB--

View base workflow run

@github-actions

github-actionsBot commented Nov 6, 2025•
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node-overhead report 🧳

Note: This is a synthetic benchmark with a minimal express app and does not necessarily reflect the real-world performance impact in an application.

ScenarioRequests/s% of BaselinePrev. Requests/sChange %
GET Baseline9,221-8,400+10%
GET With Sentry1,35215%1,305+4%
GET With Sentry (error only)6,01765%5,789+4%
POST Baseline1,192-1,129+6%
POST With Sentry53445%465+15%
POST With Sentry (error only)1,07991%1,040+4%
MYSQL Baseline3,386-3,218+5%
MYSQL With Sentry52015%410+27%
MYSQL With Sentry (error only)2,78182%2,581+8%

View base workflow run

nicohrubec
nicohrubec reviewed Nov 13, 2025
View reviewed changes
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/index.ts
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/utils.ts Outdated
Comment threaddev-packages/node-integration-tests/suites/tracing/langgraph/scenario-tools.mjs
Comment threaddev-packages/node-integration-tests/suites/tracing/langgraph/scenario.mjs
Comment threadpackages/node/src/integrations/tracing/langgraph/index.ts
Comment threadpackages/node/src/integrations/tracing/langgraph/index.ts Outdated
@RulaKhaled
RulaKhaledforce-pushed the instrument-langgrapgh-in-node branch from e45920a to 932f908CompareNovember 17, 2025 09:11
cursor[bot]
cursorBot reviewed Nov 17, 2025
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Comment threadpackages/core/src/tracing/langgraph/utils.ts
cursor[bot]
cursorBot reviewed Nov 17, 2025
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Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
nicohrubec
nicohrubec approved these changes Nov 17, 2025
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nice!

Comment threadpackages/core/src/tracing/langgraph/utils.ts
export function extractTokenUsageFromMetadata(span: Span, message: LangChainMessage): void {
const msg = message as Record<string, unknown>;

// Extract from usage_metadata (newer format)

@nicohrubecnicohrubecNov 17, 2025

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l: Sure, though I think it would be good then to put that detail in the comment or maybe a link where that is explained (if you have one) so that it is more clear

@RulaKhaled
RulaKhaled merged commit f9e714f into developNov 17, 2025
195 checks passed
@RulaKhaled
RulaKhaled deleted the instrument-langgrapgh-in-node branch November 17, 2025 11:23
RulaKhaled added a commit that referenced this pull request Nov 19, 2025
@RulaKhaled
feat(cloudflare/vercel-edge): Add manual instrumentation for LangGraph (
584d4bc
#18112)
This PR adds manual instrumentation support for LangGraph StateGraph
operations in Cloudflare Workers and Vercel Edge environments.
```
import * as Sentry from '@sentry/cloudflare'; // or '@sentry/vercel-edge'
import { StateGraph, START, END, MessagesAnnotation } from '@langchain/langgraph';
// Create and instrument the graph
const graph = new StateGraph(MessagesAnnotation)
.addNode('agent', agentFn)
.addEdge(START, 'agent')
.addEdge('agent', END);
Sentry.instrumentLangGraph(graph, {
recordInputs: true,
recordOutputs: true,
});
const compiled = graph.compile({ name: 'weather_assistant' });
await compiled.invoke({
messages: [{ role: 'user', content: 'What is the weather in SF?' }],
});
```
- [x] This PR depends on #18114
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@nicohrubecnicohrubecnicohrubec approved these changes
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, '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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feat(core): Instrument LangGraph Agent - #18114

Merged
RulaKhaled merged 5 commits into
developfrom
instrument-langgrapgh-in-node
Nov 17, 2025
Merged

feat(core): Instrument LangGraph Agent#18114
RulaKhaled merged 5 commits into
developfrom
instrument-langgrapgh-in-node

Conversation

@RulaKhaled

@RulaKhaledRulaKhaled commented Nov 6, 2025•
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Collaborator

This PR adds official support for instrumenting LangGraph StateGraph operations in Node with Sentry tracing, following OpenTelemetry semantic conventions for Generative AI.

Currently supported:

Node.js - Both agent creation and invocation are instrumented in this PR
ESM and CJS - Both module systems are supported

The langGraphIntegration() accepts the following options:

// The integration respects your sendDefaultPii client option
interface LangGraphOptions {
recordInputs?: boolean; // Whether to record input messages
recordOutputs?: boolean; // Whether to record response text and tool calls
}

e.g

Sentry.init({
dsn: '__DSN__',
sendDefaultPii: false, // Even with PII disabled globally
integrations: [
Sentry.langGraphIntegration({
recordInputs: true, // Force recording input messages
recordOutputs: true, // Force recording response text
}),
],
});

Operations traced:

  • gen_ai.create_agent - Spans created when StateGraph.compile() is called
  • gen_ai.invoke_agent - Spans created when CompiledGraph.invoke() is called

@RulaKhaledRulaKhaled mentioned this pull request Nov 6, 2025
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1 task
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github-actionsBot commented Nov 6, 2025•
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size-limit report 📦

PathSize% ChangeChange
@sentry/browser24.64 kB--
@sentry/browser - with treeshaking flags23.14 kB--
@sentry/browser (incl. Tracing)41.29 kB--
@sentry/browser (incl. Tracing, Profiling)45.58 kB--
@sentry/browser (incl. Tracing, Replay)79.75 kB--
@sentry/browser (incl. Tracing, Replay) - with treeshaking flags69.45 kB--
@sentry/browser (incl. Tracing, Replay with Canvas)84.44 kB--
@sentry/browser (incl. Tracing, Replay, Feedback)96.66 kB--
@sentry/browser (incl. Feedback)41.29 kB--
@sentry/browser (incl. sendFeedback)29.3 kB--
@sentry/browser (incl. FeedbackAsync)34.22 kB--
@sentry/react26.33 kB--
@sentry/react (incl. Tracing)43.23 kB--
@sentry/vue29.12 kB--
@sentry/vue (incl. Tracing)43.09 kB--
@sentry/svelte24.66 kB--
CDN Bundle26.96 kB--
CDN Bundle (incl. Tracing)41.84 kB--
CDN Bundle (incl. Tracing, Replay)78.39 kB--
CDN Bundle (incl. Tracing, Replay, Feedback)83.85 kB--
CDN Bundle - uncompressed78.94 kB--
CDN Bundle (incl. Tracing) - uncompressed124.09 kB--
CDN Bundle (incl. Tracing, Replay) - uncompressed240.12 kB--
CDN Bundle (incl. Tracing, Replay, Feedback) - uncompressed252.88 kB--
@sentry/nextjs (client)45.38 kB--
@sentry/sveltekit (client)41.68 kB--
@sentry/node-core50.91 kB--
@sentry/node159.09 kB+0.63%+984 B 🔺
@sentry/node - without tracing92.78 kB+0.01%+1 B 🔺
@sentry/aws-serverless106.53 kB--

View base workflow run

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github-actionsBot commented Nov 6, 2025•
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node-overhead report 🧳

Note: This is a synthetic benchmark with a minimal express app and does not necessarily reflect the real-world performance impact in an application.

ScenarioRequests/s% of BaselinePrev. Requests/sChange %
GET Baseline9,221-8,400+10%
GET With Sentry1,35215%1,305+4%
GET With Sentry (error only)6,01765%5,789+4%
POST Baseline1,192-1,129+6%
POST With Sentry53445%465+15%
POST With Sentry (error only)1,07991%1,040+4%
MYSQL Baseline3,386-3,218+5%
MYSQL With Sentry52015%410+27%
MYSQL With Sentry (error only)2,78182%2,581+8%

View base workflow run

nicohrubec
nicohrubec reviewed Nov 13, 2025
View reviewed changes
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/index.ts
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/utils.ts Outdated
Comment threaddev-packages/node-integration-tests/suites/tracing/langgraph/scenario-tools.mjs
Comment threaddev-packages/node-integration-tests/suites/tracing/langgraph/scenario.mjs
Comment threadpackages/node/src/integrations/tracing/langgraph/index.ts
Comment threadpackages/node/src/integrations/tracing/langgraph/index.ts Outdated
@RulaKhaled
RulaKhaledforce-pushed the instrument-langgrapgh-in-node branch from e45920a to 932f908CompareNovember 17, 2025 09:11
cursor[bot]
cursorBot reviewed Nov 17, 2025
View reviewed changes
Comment threadpackages/core/src/tracing/langgraph/utils.ts
cursor[bot]
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Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
nicohrubec
nicohrubec approved these changes Nov 17, 2025
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nice!

Comment threadpackages/core/src/tracing/langgraph/utils.ts
export function extractTokenUsageFromMetadata(span: Span, message: LangChainMessage): void {
const msg = message as Record<string, unknown>;

// Extract from usage_metadata (newer format)

@nicohrubecnicohrubecNov 17, 2025

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l: Sure, though I think it would be good then to put that detail in the comment or maybe a link where that is explained (if you have one) so that it is more clear

@RulaKhaled
RulaKhaled merged commit f9e714f into developNov 17, 2025
195 checks passed
@RulaKhaled
RulaKhaled deleted the instrument-langgrapgh-in-node branch November 17, 2025 11:23
RulaKhaled added a commit that referenced this pull request Nov 19, 2025
@RulaKhaled
feat(cloudflare/vercel-edge): Add manual instrumentation for LangGraph (
584d4bc
#18112)
This PR adds manual instrumentation support for LangGraph StateGraph
operations in Cloudflare Workers and Vercel Edge environments.
```
import * as Sentry from '@sentry/cloudflare'; // or '@sentry/vercel-edge'
import { StateGraph, START, END, MessagesAnnotation } from '@langchain/langgraph';
// Create and instrument the graph
const graph = new StateGraph(MessagesAnnotation)
.addNode('agent', agentFn)
.addEdge(START, 'agent')
.addEdge('agent', END);
Sentry.instrumentLangGraph(graph, {
recordInputs: true,
recordOutputs: true,
});
const compiled = graph.compile({ name: 'weather_assistant' });
await compiled.invoke({
messages: [{ role: 'user', content: 'What is the weather in SF?' }],
});
```
- [x] This PR depends on #18114
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, '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 \u003e 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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feat(core): Instrument LangGraph Agent - #18114

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RulaKhaled merged 5 commits into
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instrument-langgrapgh-in-node
Nov 17, 2025
Merged

feat(core): Instrument LangGraph Agent#18114
RulaKhaled merged 5 commits into
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@RulaKhaledRulaKhaled commented Nov 6, 2025•
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This PR adds official support for instrumenting LangGraph StateGraph operations in Node with Sentry tracing, following OpenTelemetry semantic conventions for Generative AI.

Currently supported:

Node.js - Both agent creation and invocation are instrumented in this PR
ESM and CJS - Both module systems are supported

The langGraphIntegration() accepts the following options:

// The integration respects your sendDefaultPii client option
interface LangGraphOptions {
recordInputs?: boolean; // Whether to record input messages
recordOutputs?: boolean; // Whether to record response text and tool calls
}

e.g

Sentry.init({
dsn: '__DSN__',
sendDefaultPii: false, // Even with PII disabled globally
integrations: [
Sentry.langGraphIntegration({
recordInputs: true, // Force recording input messages
recordOutputs: true, // Force recording response text
}),
],
});

Operations traced:

  • gen_ai.create_agent - Spans created when StateGraph.compile() is called
  • gen_ai.invoke_agent - Spans created when CompiledGraph.invoke() is called

@RulaKhaledRulaKhaled mentioned this pull request Nov 6, 2025
Merged
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github-actionsBot commented Nov 6, 2025•
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size-limit report 📦

PathSize% ChangeChange
@sentry/browser24.64 kB--
@sentry/browser - with treeshaking flags23.14 kB--
@sentry/browser (incl. Tracing)41.29 kB--
@sentry/browser (incl. Tracing, Profiling)45.58 kB--
@sentry/browser (incl. Tracing, Replay)79.75 kB--
@sentry/browser (incl. Tracing, Replay) - with treeshaking flags69.45 kB--
@sentry/browser (incl. Tracing, Replay with Canvas)84.44 kB--
@sentry/browser (incl. Tracing, Replay, Feedback)96.66 kB--
@sentry/browser (incl. Feedback)41.29 kB--
@sentry/browser (incl. sendFeedback)29.3 kB--
@sentry/browser (incl. FeedbackAsync)34.22 kB--
@sentry/react26.33 kB--
@sentry/react (incl. Tracing)43.23 kB--
@sentry/vue29.12 kB--
@sentry/vue (incl. Tracing)43.09 kB--
@sentry/svelte24.66 kB--
CDN Bundle26.96 kB--
CDN Bundle (incl. Tracing)41.84 kB--
CDN Bundle (incl. Tracing, Replay)78.39 kB--
CDN Bundle (incl. Tracing, Replay, Feedback)83.85 kB--
CDN Bundle - uncompressed78.94 kB--
CDN Bundle (incl. Tracing) - uncompressed124.09 kB--
CDN Bundle (incl. Tracing, Replay) - uncompressed240.12 kB--
CDN Bundle (incl. Tracing, Replay, Feedback) - uncompressed252.88 kB--
@sentry/nextjs (client)45.38 kB--
@sentry/sveltekit (client)41.68 kB--
@sentry/node-core50.91 kB--
@sentry/node159.09 kB+0.63%+984 B 🔺
@sentry/node - without tracing92.78 kB+0.01%+1 B 🔺
@sentry/aws-serverless106.53 kB--

View base workflow run

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github-actionsBot commented Nov 6, 2025•
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node-overhead report 🧳

Note: This is a synthetic benchmark with a minimal express app and does not necessarily reflect the real-world performance impact in an application.

ScenarioRequests/s% of BaselinePrev. Requests/sChange %
GET Baseline9,221-8,400+10%
GET With Sentry1,35215%1,305+4%
GET With Sentry (error only)6,01765%5,789+4%
POST Baseline1,192-1,129+6%
POST With Sentry53445%465+15%
POST With Sentry (error only)1,07991%1,040+4%
MYSQL Baseline3,386-3,218+5%
MYSQL With Sentry52015%410+27%
MYSQL With Sentry (error only)2,78182%2,581+8%

View base workflow run

nicohrubec
nicohrubec reviewed Nov 13, 2025
View reviewed changes
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/index.ts
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/utils.ts Outdated
Comment threaddev-packages/node-integration-tests/suites/tracing/langgraph/scenario-tools.mjs
Comment threaddev-packages/node-integration-tests/suites/tracing/langgraph/scenario.mjs
Comment threadpackages/node/src/integrations/tracing/langgraph/index.ts
Comment threadpackages/node/src/integrations/tracing/langgraph/index.ts Outdated
@RulaKhaled
RulaKhaledforce-pushed the instrument-langgrapgh-in-node branch from e45920a to 932f908CompareNovember 17, 2025 09:11
cursor[bot]
cursorBot reviewed Nov 17, 2025
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Comment threadpackages/core/src/tracing/langgraph/utils.ts
cursor[bot]
cursorBot reviewed Nov 17, 2025
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Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
nicohrubec
nicohrubec approved these changes Nov 17, 2025
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nice!

Comment threadpackages/core/src/tracing/langgraph/utils.ts
export function extractTokenUsageFromMetadata(span: Span, message: LangChainMessage): void {
const msg = message as Record<string, unknown>;

// Extract from usage_metadata (newer format)

@nicohrubecnicohrubecNov 17, 2025

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l: Sure, though I think it would be good then to put that detail in the comment or maybe a link where that is explained (if you have one) so that it is more clear

@RulaKhaled
RulaKhaled merged commit f9e714f into developNov 17, 2025
195 checks passed
@RulaKhaled
RulaKhaled deleted the instrument-langgrapgh-in-node branch November 17, 2025 11:23
RulaKhaled added a commit that referenced this pull request Nov 19, 2025
@RulaKhaled
feat(cloudflare/vercel-edge): Add manual instrumentation for LangGraph (
584d4bc
#18112)
This PR adds manual instrumentation support for LangGraph StateGraph
operations in Cloudflare Workers and Vercel Edge environments.
```
import * as Sentry from '@sentry/cloudflare'; // or '@sentry/vercel-edge'
import { StateGraph, START, END, MessagesAnnotation } from '@langchain/langgraph';
// Create and instrument the graph
const graph = new StateGraph(MessagesAnnotation)
.addNode('agent', agentFn)
.addEdge(START, 'agent')
.addEdge('agent', END);
Sentry.instrumentLangGraph(graph, {
recordInputs: true,
recordOutputs: true,
});
const compiled = graph.compile({ name: 'weather_assistant' });
await compiled.invoke({
messages: [{ role: 'user', content: 'What is the weather in SF?' }],
});
```
- [x] This PR depends on #18114
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@nicohrubecnicohrubecnicohrubec approved these changes
@andreiborzaandreiborzaAwaiting requested review from andreiborza

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, '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" + '
Skip to content

feat(core): Instrument LangGraph Agent - #18114

Merged
RulaKhaled merged 5 commits into
developfrom
instrument-langgrapgh-in-node
Nov 17, 2025
Merged

feat(core): Instrument LangGraph Agent#18114
RulaKhaled merged 5 commits into
developfrom
instrument-langgrapgh-in-node

Conversation

@RulaKhaled

@RulaKhaledRulaKhaled commented Nov 6, 2025•
edited
Loading

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Collaborator

This PR adds official support for instrumenting LangGraph StateGraph operations in Node with Sentry tracing, following OpenTelemetry semantic conventions for Generative AI.

Currently supported:

Node.js - Both agent creation and invocation are instrumented in this PR
ESM and CJS - Both module systems are supported

The langGraphIntegration() accepts the following options:

// The integration respects your sendDefaultPii client option
interface LangGraphOptions {
recordInputs?: boolean; // Whether to record input messages
recordOutputs?: boolean; // Whether to record response text and tool calls
}

e.g

Sentry.init({
dsn: '__DSN__',
sendDefaultPii: false, // Even with PII disabled globally
integrations: [
Sentry.langGraphIntegration({
recordInputs: true, // Force recording input messages
recordOutputs: true, // Force recording response text
}),
],
});

Operations traced:

  • gen_ai.create_agent - Spans created when StateGraph.compile() is called
  • gen_ai.invoke_agent - Spans created when CompiledGraph.invoke() is called

@RulaKhaledRulaKhaled mentioned this pull request Nov 6, 2025
Merged
1 task
@github-actions

github-actionsBot commented Nov 6, 2025•
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size-limit report 📦

PathSize% ChangeChange
@sentry/browser24.64 kB--
@sentry/browser - with treeshaking flags23.14 kB--
@sentry/browser (incl. Tracing)41.29 kB--
@sentry/browser (incl. Tracing, Profiling)45.58 kB--
@sentry/browser (incl. Tracing, Replay)79.75 kB--
@sentry/browser (incl. Tracing, Replay) - with treeshaking flags69.45 kB--
@sentry/browser (incl. Tracing, Replay with Canvas)84.44 kB--
@sentry/browser (incl. Tracing, Replay, Feedback)96.66 kB--
@sentry/browser (incl. Feedback)41.29 kB--
@sentry/browser (incl. sendFeedback)29.3 kB--
@sentry/browser (incl. FeedbackAsync)34.22 kB--
@sentry/react26.33 kB--
@sentry/react (incl. Tracing)43.23 kB--
@sentry/vue29.12 kB--
@sentry/vue (incl. Tracing)43.09 kB--
@sentry/svelte24.66 kB--
CDN Bundle26.96 kB--
CDN Bundle (incl. Tracing)41.84 kB--
CDN Bundle (incl. Tracing, Replay)78.39 kB--
CDN Bundle (incl. Tracing, Replay, Feedback)83.85 kB--
CDN Bundle - uncompressed78.94 kB--
CDN Bundle (incl. Tracing) - uncompressed124.09 kB--
CDN Bundle (incl. Tracing, Replay) - uncompressed240.12 kB--
CDN Bundle (incl. Tracing, Replay, Feedback) - uncompressed252.88 kB--
@sentry/nextjs (client)45.38 kB--
@sentry/sveltekit (client)41.68 kB--
@sentry/node-core50.91 kB--
@sentry/node159.09 kB+0.63%+984 B 🔺
@sentry/node - without tracing92.78 kB+0.01%+1 B 🔺
@sentry/aws-serverless106.53 kB--

View base workflow run

@github-actions

github-actionsBot commented Nov 6, 2025•
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node-overhead report 🧳

Note: This is a synthetic benchmark with a minimal express app and does not necessarily reflect the real-world performance impact in an application.

ScenarioRequests/s% of BaselinePrev. Requests/sChange %
GET Baseline9,221-8,400+10%
GET With Sentry1,35215%1,305+4%
GET With Sentry (error only)6,01765%5,789+4%
POST Baseline1,192-1,129+6%
POST With Sentry53445%465+15%
POST With Sentry (error only)1,07991%1,040+4%
MYSQL Baseline3,386-3,218+5%
MYSQL With Sentry52015%410+27%
MYSQL With Sentry (error only)2,78182%2,581+8%

View base workflow run

nicohrubec
nicohrubec reviewed Nov 13, 2025
View reviewed changes
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/index.ts
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/utils.ts Outdated
Comment threaddev-packages/node-integration-tests/suites/tracing/langgraph/scenario-tools.mjs
Comment threaddev-packages/node-integration-tests/suites/tracing/langgraph/scenario.mjs
Comment threadpackages/node/src/integrations/tracing/langgraph/index.ts
Comment threadpackages/node/src/integrations/tracing/langgraph/index.ts Outdated
@RulaKhaled
RulaKhaledforce-pushed the instrument-langgrapgh-in-node branch from e45920a to 932f908CompareNovember 17, 2025 09:11
cursor[bot]
cursorBot reviewed Nov 17, 2025
View reviewed changes
Comment threadpackages/core/src/tracing/langgraph/utils.ts
cursor[bot]
cursorBot reviewed Nov 17, 2025
View reviewed changes
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
nicohrubec
nicohrubec approved these changes Nov 17, 2025
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nice!

Comment threadpackages/core/src/tracing/langgraph/utils.ts
export function extractTokenUsageFromMetadata(span: Span, message: LangChainMessage): void {
const msg = message as Record<string, unknown>;

// Extract from usage_metadata (newer format)

@nicohrubecnicohrubecNov 17, 2025

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l: Sure, though I think it would be good then to put that detail in the comment or maybe a link where that is explained (if you have one) so that it is more clear

@RulaKhaled
RulaKhaled merged commit f9e714f into developNov 17, 2025
195 checks passed
@RulaKhaled
RulaKhaled deleted the instrument-langgrapgh-in-node branch November 17, 2025 11:23
RulaKhaled added a commit that referenced this pull request Nov 19, 2025
@RulaKhaled
feat(cloudflare/vercel-edge): Add manual instrumentation for LangGraph (
584d4bc
#18112)
This PR adds manual instrumentation support for LangGraph StateGraph
operations in Cloudflare Workers and Vercel Edge environments.
```
import * as Sentry from '@sentry/cloudflare'; // or '@sentry/vercel-edge'
import { StateGraph, START, END, MessagesAnnotation } from '@langchain/langgraph';
// Create and instrument the graph
const graph = new StateGraph(MessagesAnnotation)
.addNode('agent', agentFn)
.addEdge(START, 'agent')
.addEdge('agent', END);
Sentry.instrumentLangGraph(graph, {
recordInputs: true,
recordOutputs: true,
});
const compiled = graph.compile({ name: 'weather_assistant' });
await compiled.invoke({
messages: [{ role: 'user', content: 'What is the weather in SF?' }],
});
```
- [x] This PR depends on #18114
Sign up for freeto join this conversation on GitHub. Already have an account? Sign in to comment

Reviewers

@cursorcursor[bot]cursor[bot] left review comments
@nicohrubecnicohrubecnicohrubec approved these changes
@andreiborzaandreiborzaAwaiting requested review from andreiborza

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, '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('^' + ".*" + '
Skip to content

feat(core): Instrument LangGraph Agent - #18114

Merged
RulaKhaled merged 5 commits into
developfrom
instrument-langgrapgh-in-node
Nov 17, 2025
Merged

feat(core): Instrument LangGraph Agent#18114
RulaKhaled merged 5 commits into
developfrom
instrument-langgrapgh-in-node

Conversation

@RulaKhaled

@RulaKhaledRulaKhaled commented Nov 6, 2025•
edited
Loading

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Collaborator

This PR adds official support for instrumenting LangGraph StateGraph operations in Node with Sentry tracing, following OpenTelemetry semantic conventions for Generative AI.

Currently supported:

Node.js - Both agent creation and invocation are instrumented in this PR
ESM and CJS - Both module systems are supported

The langGraphIntegration() accepts the following options:

// The integration respects your sendDefaultPii client option
interface LangGraphOptions {
recordInputs?: boolean; // Whether to record input messages
recordOutputs?: boolean; // Whether to record response text and tool calls
}

e.g

Sentry.init({
dsn: '__DSN__',
sendDefaultPii: false, // Even with PII disabled globally
integrations: [
Sentry.langGraphIntegration({
recordInputs: true, // Force recording input messages
recordOutputs: true, // Force recording response text
}),
],
});

Operations traced:

  • gen_ai.create_agent - Spans created when StateGraph.compile() is called
  • gen_ai.invoke_agent - Spans created when CompiledGraph.invoke() is called

@RulaKhaledRulaKhaled mentioned this pull request Nov 6, 2025
Merged
1 task
@github-actions

github-actionsBot commented Nov 6, 2025•
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size-limit report 📦

PathSize% ChangeChange
@sentry/browser24.64 kB--
@sentry/browser - with treeshaking flags23.14 kB--
@sentry/browser (incl. Tracing)41.29 kB--
@sentry/browser (incl. Tracing, Profiling)45.58 kB--
@sentry/browser (incl. Tracing, Replay)79.75 kB--
@sentry/browser (incl. Tracing, Replay) - with treeshaking flags69.45 kB--
@sentry/browser (incl. Tracing, Replay with Canvas)84.44 kB--
@sentry/browser (incl. Tracing, Replay, Feedback)96.66 kB--
@sentry/browser (incl. Feedback)41.29 kB--
@sentry/browser (incl. sendFeedback)29.3 kB--
@sentry/browser (incl. FeedbackAsync)34.22 kB--
@sentry/react26.33 kB--
@sentry/react (incl. Tracing)43.23 kB--
@sentry/vue29.12 kB--
@sentry/vue (incl. Tracing)43.09 kB--
@sentry/svelte24.66 kB--
CDN Bundle26.96 kB--
CDN Bundle (incl. Tracing)41.84 kB--
CDN Bundle (incl. Tracing, Replay)78.39 kB--
CDN Bundle (incl. Tracing, Replay, Feedback)83.85 kB--
CDN Bundle - uncompressed78.94 kB--
CDN Bundle (incl. Tracing) - uncompressed124.09 kB--
CDN Bundle (incl. Tracing, Replay) - uncompressed240.12 kB--
CDN Bundle (incl. Tracing, Replay, Feedback) - uncompressed252.88 kB--
@sentry/nextjs (client)45.38 kB--
@sentry/sveltekit (client)41.68 kB--
@sentry/node-core50.91 kB--
@sentry/node159.09 kB+0.63%+984 B 🔺
@sentry/node - without tracing92.78 kB+0.01%+1 B 🔺
@sentry/aws-serverless106.53 kB--

View base workflow run

@github-actions

github-actionsBot commented Nov 6, 2025•
edited
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node-overhead report 🧳

Note: This is a synthetic benchmark with a minimal express app and does not necessarily reflect the real-world performance impact in an application.

ScenarioRequests/s% of BaselinePrev. Requests/sChange %
GET Baseline9,221-8,400+10%
GET With Sentry1,35215%1,305+4%
GET With Sentry (error only)6,01765%5,789+4%
POST Baseline1,192-1,129+6%
POST With Sentry53445%465+15%
POST With Sentry (error only)1,07991%1,040+4%
MYSQL Baseline3,386-3,218+5%
MYSQL With Sentry52015%410+27%
MYSQL With Sentry (error only)2,78182%2,581+8%

View base workflow run

nicohrubec
nicohrubec reviewed Nov 13, 2025
View reviewed changes
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/index.ts
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/utils.ts Outdated
Comment threaddev-packages/node-integration-tests/suites/tracing/langgraph/scenario-tools.mjs
Comment threaddev-packages/node-integration-tests/suites/tracing/langgraph/scenario.mjs
Comment threadpackages/node/src/integrations/tracing/langgraph/index.ts
Comment threadpackages/node/src/integrations/tracing/langgraph/index.ts Outdated
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RulaKhaledforce-pushed the instrument-langgrapgh-in-node branch from e45920a to 932f908CompareNovember 17, 2025 09:11
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nice!

Comment threadpackages/core/src/tracing/langgraph/utils.ts
export function extractTokenUsageFromMetadata(span: Span, message: LangChainMessage): void {
const msg = message as Record<string, unknown>;

// Extract from usage_metadata (newer format)

@nicohrubecnicohrubecNov 17, 2025

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l: Sure, though I think it would be good then to put that detail in the comment or maybe a link where that is explained (if you have one) so that it is more clear

@RulaKhaled
RulaKhaled merged commit f9e714f into developNov 17, 2025
195 checks passed
@RulaKhaled
RulaKhaled deleted the instrument-langgrapgh-in-node branch November 17, 2025 11:23
RulaKhaled added a commit that referenced this pull request Nov 19, 2025
@RulaKhaled
feat(cloudflare/vercel-edge): Add manual instrumentation for LangGraph (
584d4bc
#18112)
This PR adds manual instrumentation support for LangGraph StateGraph
operations in Cloudflare Workers and Vercel Edge environments.
```
import * as Sentry from '@sentry/cloudflare'; // or '@sentry/vercel-edge'
import { StateGraph, START, END, MessagesAnnotation } from '@langchain/langgraph';
// Create and instrument the graph
const graph = new StateGraph(MessagesAnnotation)
.addNode('agent', agentFn)
.addEdge(START, 'agent')
.addEdge('agent', END);
Sentry.instrumentLangGraph(graph, {
recordInputs: true,
recordOutputs: true,
});
const compiled = graph.compile({ name: 'weather_assistant' });
await compiled.invoke({
messages: [{ role: 'user', content: 'What is the weather in SF?' }],
});
```
- [x] This PR depends on #18114
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, '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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feat(core): Instrument LangGraph Agent - #18114

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RulaKhaled merged 5 commits into
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instrument-langgrapgh-in-node
Nov 17, 2025
Merged

feat(core): Instrument LangGraph Agent#18114
RulaKhaled merged 5 commits into
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@RulaKhaled

@RulaKhaledRulaKhaled commented Nov 6, 2025•
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This PR adds official support for instrumenting LangGraph StateGraph operations in Node with Sentry tracing, following OpenTelemetry semantic conventions for Generative AI.

Currently supported:

Node.js - Both agent creation and invocation are instrumented in this PR
ESM and CJS - Both module systems are supported

The langGraphIntegration() accepts the following options:

// The integration respects your sendDefaultPii client option
interface LangGraphOptions {
recordInputs?: boolean; // Whether to record input messages
recordOutputs?: boolean; // Whether to record response text and tool calls
}

e.g

Sentry.init({
dsn: '__DSN__',
sendDefaultPii: false, // Even with PII disabled globally
integrations: [
Sentry.langGraphIntegration({
recordInputs: true, // Force recording input messages
recordOutputs: true, // Force recording response text
}),
],
});

Operations traced:

  • gen_ai.create_agent - Spans created when StateGraph.compile() is called
  • gen_ai.invoke_agent - Spans created when CompiledGraph.invoke() is called

@RulaKhaledRulaKhaled mentioned this pull request Nov 6, 2025
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size-limit report 📦

PathSize% ChangeChange
@sentry/browser24.64 kB--
@sentry/browser - with treeshaking flags23.14 kB--
@sentry/browser (incl. Tracing)41.29 kB--
@sentry/browser (incl. Tracing, Profiling)45.58 kB--
@sentry/browser (incl. Tracing, Replay)79.75 kB--
@sentry/browser (incl. Tracing, Replay) - with treeshaking flags69.45 kB--
@sentry/browser (incl. Tracing, Replay with Canvas)84.44 kB--
@sentry/browser (incl. Tracing, Replay, Feedback)96.66 kB--
@sentry/browser (incl. Feedback)41.29 kB--
@sentry/browser (incl. sendFeedback)29.3 kB--
@sentry/browser (incl. FeedbackAsync)34.22 kB--
@sentry/react26.33 kB--
@sentry/react (incl. Tracing)43.23 kB--
@sentry/vue29.12 kB--
@sentry/vue (incl. Tracing)43.09 kB--
@sentry/svelte24.66 kB--
CDN Bundle26.96 kB--
CDN Bundle (incl. Tracing)41.84 kB--
CDN Bundle (incl. Tracing, Replay)78.39 kB--
CDN Bundle (incl. Tracing, Replay, Feedback)83.85 kB--
CDN Bundle - uncompressed78.94 kB--
CDN Bundle (incl. Tracing) - uncompressed124.09 kB--
CDN Bundle (incl. Tracing, Replay) - uncompressed240.12 kB--
CDN Bundle (incl. Tracing, Replay, Feedback) - uncompressed252.88 kB--
@sentry/nextjs (client)45.38 kB--
@sentry/sveltekit (client)41.68 kB--
@sentry/node-core50.91 kB--
@sentry/node159.09 kB+0.63%+984 B 🔺
@sentry/node - without tracing92.78 kB+0.01%+1 B 🔺
@sentry/aws-serverless106.53 kB--

View base workflow run

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node-overhead report 🧳

Note: This is a synthetic benchmark with a minimal express app and does not necessarily reflect the real-world performance impact in an application.

ScenarioRequests/s% of BaselinePrev. Requests/sChange %
GET Baseline9,221-8,400+10%
GET With Sentry1,35215%1,305+4%
GET With Sentry (error only)6,01765%5,789+4%
POST Baseline1,192-1,129+6%
POST With Sentry53445%465+15%
POST With Sentry (error only)1,07991%1,040+4%
MYSQL Baseline3,386-3,218+5%
MYSQL With Sentry52015%410+27%
MYSQL With Sentry (error only)2,78182%2,581+8%

View base workflow run

nicohrubec
nicohrubec reviewed Nov 13, 2025
View reviewed changes
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/index.ts
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/utils.ts Outdated
Comment threaddev-packages/node-integration-tests/suites/tracing/langgraph/scenario-tools.mjs
Comment threaddev-packages/node-integration-tests/suites/tracing/langgraph/scenario.mjs
Comment threadpackages/node/src/integrations/tracing/langgraph/index.ts
Comment threadpackages/node/src/integrations/tracing/langgraph/index.ts Outdated
@RulaKhaled
RulaKhaledforce-pushed the instrument-langgrapgh-in-node branch from e45920a to 932f908CompareNovember 17, 2025 09:11
cursor[bot]
cursorBot reviewed Nov 17, 2025
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Comment threadpackages/core/src/tracing/langgraph/utils.ts
cursor[bot]
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Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
nicohrubec
nicohrubec approved these changes Nov 17, 2025
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nice!

Comment threadpackages/core/src/tracing/langgraph/utils.ts
export function extractTokenUsageFromMetadata(span: Span, message: LangChainMessage): void {
const msg = message as Record<string, unknown>;

// Extract from usage_metadata (newer format)

@nicohrubecnicohrubecNov 17, 2025

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l: Sure, though I think it would be good then to put that detail in the comment or maybe a link where that is explained (if you have one) so that it is more clear

@RulaKhaled
RulaKhaled merged commit f9e714f into developNov 17, 2025
195 checks passed
@RulaKhaled
RulaKhaled deleted the instrument-langgrapgh-in-node branch November 17, 2025 11:23
RulaKhaled added a commit that referenced this pull request Nov 19, 2025
@RulaKhaled
feat(cloudflare/vercel-edge): Add manual instrumentation for LangGraph (
584d4bc
#18112)
This PR adds manual instrumentation support for LangGraph StateGraph
operations in Cloudflare Workers and Vercel Edge environments.
```
import * as Sentry from '@sentry/cloudflare'; // or '@sentry/vercel-edge'
import { StateGraph, START, END, MessagesAnnotation } from '@langchain/langgraph';
// Create and instrument the graph
const graph = new StateGraph(MessagesAnnotation)
.addNode('agent', agentFn)
.addEdge(START, 'agent')
.addEdge('agent', END);
Sentry.instrumentLangGraph(graph, {
recordInputs: true,
recordOutputs: true,
});
const compiled = graph.compile({ name: 'weather_assistant' });
await compiled.invoke({
messages: [{ role: 'user', content: 'What is the weather in SF?' }],
});
```
- [x] This PR depends on #18114
Sign up for freeto join this conversation on GitHub. Already have an account? Sign in to comment

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@cursorcursor[bot]cursor[bot] left review comments
@nicohrubecnicohrubecnicohrubec approved these changes
@andreiborzaandreiborzaAwaiting requested review from andreiborza

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@RulaKhaled@nicohrubec
, '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); } })(); })();
Skip to content

feat(core): Instrument LangGraph Agent - #18114

Merged
RulaKhaled merged 5 commits into
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instrument-langgrapgh-in-node
Nov 17, 2025
Merged

feat(core): Instrument LangGraph Agent#18114
RulaKhaled merged 5 commits into
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instrument-langgrapgh-in-node

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@RulaKhaled

@RulaKhaledRulaKhaled commented Nov 6, 2025•
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This PR adds official support for instrumenting LangGraph StateGraph operations in Node with Sentry tracing, following OpenTelemetry semantic conventions for Generative AI.

Currently supported:

Node.js - Both agent creation and invocation are instrumented in this PR
ESM and CJS - Both module systems are supported

The langGraphIntegration() accepts the following options:

// The integration respects your sendDefaultPii client option
interface LangGraphOptions {
recordInputs?: boolean; // Whether to record input messages
recordOutputs?: boolean; // Whether to record response text and tool calls
}

e.g

Sentry.init({
dsn: '__DSN__',
sendDefaultPii: false, // Even with PII disabled globally
integrations: [
Sentry.langGraphIntegration({
recordInputs: true, // Force recording input messages
recordOutputs: true, // Force recording response text
}),
],
});

Operations traced:

  • gen_ai.create_agent - Spans created when StateGraph.compile() is called
  • gen_ai.invoke_agent - Spans created when CompiledGraph.invoke() is called

@RulaKhaledRulaKhaled mentioned this pull request Nov 6, 2025
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size-limit report 📦

PathSize% ChangeChange
@sentry/browser24.64 kB--
@sentry/browser - with treeshaking flags23.14 kB--
@sentry/browser (incl. Tracing)41.29 kB--
@sentry/browser (incl. Tracing, Profiling)45.58 kB--
@sentry/browser (incl. Tracing, Replay)79.75 kB--
@sentry/browser (incl. Tracing, Replay) - with treeshaking flags69.45 kB--
@sentry/browser (incl. Tracing, Replay with Canvas)84.44 kB--
@sentry/browser (incl. Tracing, Replay, Feedback)96.66 kB--
@sentry/browser (incl. Feedback)41.29 kB--
@sentry/browser (incl. sendFeedback)29.3 kB--
@sentry/browser (incl. FeedbackAsync)34.22 kB--
@sentry/react26.33 kB--
@sentry/react (incl. Tracing)43.23 kB--
@sentry/vue29.12 kB--
@sentry/vue (incl. Tracing)43.09 kB--
@sentry/svelte24.66 kB--
CDN Bundle26.96 kB--
CDN Bundle (incl. Tracing)41.84 kB--
CDN Bundle (incl. Tracing, Replay)78.39 kB--
CDN Bundle (incl. Tracing, Replay, Feedback)83.85 kB--
CDN Bundle - uncompressed78.94 kB--
CDN Bundle (incl. Tracing) - uncompressed124.09 kB--
CDN Bundle (incl. Tracing, Replay) - uncompressed240.12 kB--
CDN Bundle (incl. Tracing, Replay, Feedback) - uncompressed252.88 kB--
@sentry/nextjs (client)45.38 kB--
@sentry/sveltekit (client)41.68 kB--
@sentry/node-core50.91 kB--
@sentry/node159.09 kB+0.63%+984 B 🔺
@sentry/node - without tracing92.78 kB+0.01%+1 B 🔺
@sentry/aws-serverless106.53 kB--

View base workflow run

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node-overhead report 🧳

Note: This is a synthetic benchmark with a minimal express app and does not necessarily reflect the real-world performance impact in an application.

ScenarioRequests/s% of BaselinePrev. Requests/sChange %
GET Baseline9,221-8,400+10%
GET With Sentry1,35215%1,305+4%
GET With Sentry (error only)6,01765%5,789+4%
POST Baseline1,192-1,129+6%
POST With Sentry53445%465+15%
POST With Sentry (error only)1,07991%1,040+4%
MYSQL Baseline3,386-3,218+5%
MYSQL With Sentry52015%410+27%
MYSQL With Sentry (error only)2,78182%2,581+8%

View base workflow run

nicohrubec
nicohrubec reviewed Nov 13, 2025
View reviewed changes
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/index.ts
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
Comment threadpackages/core/src/tracing/langgraph/utils.ts Outdated
Comment threaddev-packages/node-integration-tests/suites/tracing/langgraph/scenario-tools.mjs
Comment threaddev-packages/node-integration-tests/suites/tracing/langgraph/scenario.mjs
Comment threadpackages/node/src/integrations/tracing/langgraph/index.ts
Comment threadpackages/node/src/integrations/tracing/langgraph/index.ts Outdated
@RulaKhaled
RulaKhaledforce-pushed the instrument-langgrapgh-in-node branch from e45920a to 932f908CompareNovember 17, 2025 09:11
cursor[bot]
cursorBot reviewed Nov 17, 2025
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Comment threadpackages/core/src/tracing/langgraph/utils.ts
cursor[bot]
cursorBot reviewed Nov 17, 2025
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Comment threadpackages/core/src/tracing/langgraph/index.ts Outdated
nicohrubec
nicohrubec approved these changes Nov 17, 2025
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nice!

Comment threadpackages/core/src/tracing/langgraph/utils.ts
export function extractTokenUsageFromMetadata(span: Span, message: LangChainMessage): void {
const msg = message as Record<string, unknown>;

// Extract from usage_metadata (newer format)

@nicohrubecnicohrubecNov 17, 2025

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l: Sure, though I think it would be good then to put that detail in the comment or maybe a link where that is explained (if you have one) so that it is more clear

@RulaKhaled
RulaKhaled merged commit f9e714f into developNov 17, 2025
195 checks passed
@RulaKhaled
RulaKhaled deleted the instrument-langgrapgh-in-node branch November 17, 2025 11:23
RulaKhaled added a commit that referenced this pull request Nov 19, 2025
@RulaKhaled
feat(cloudflare/vercel-edge): Add manual instrumentation for LangGraph (
584d4bc
#18112)
This PR adds manual instrumentation support for LangGraph StateGraph
operations in Cloudflare Workers and Vercel Edge environments.
```
import * as Sentry from '@sentry/cloudflare'; // or '@sentry/vercel-edge'
import { StateGraph, START, END, MessagesAnnotation } from '@langchain/langgraph';
// Create and instrument the graph
const graph = new StateGraph(MessagesAnnotation)
.addNode('agent', agentFn)
.addEdge(START, 'agent')
.addEdge('agent', END);
Sentry.instrumentLangGraph(graph, {
recordInputs: true,
recordOutputs: true,
});
const compiled = graph.compile({ name: 'weather_assistant' });
await compiled.invoke({
messages: [{ role: 'user', content: 'What is the weather in SF?' }],
});
```
- [x] This PR depends on #18114
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Reviewers

@cursorcursor[bot]cursor[bot] left review comments
@nicohrubecnicohrubecnicohrubec approved these changes
@andreiborzaandreiborzaAwaiting requested review from andreiborza

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