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Code Changes from Chat Message 2ade62c9-25ef-4175-826e-7147b1adeca1 - #9118

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Code Changes from Chat Message 2ade62c9-25ef-4175-826e-7147b1adeca1#9118
datadog-datadog-prod-us1[bot] wants to merge 1 commit into
masterfrom
dd-kXtjuzSUwLcB

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PR by Bits for chat 0737e724-72b0-4da9-a286-fbfbda3d638c.

You can ask for changes by mentioning @DataDog in a comment.

Feedback (especially what can be better) welcome in #code-gen-feedback!

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Benchmarks

Startup

Parameters

BaselineCandidate
baseline_or_candidatebaselinecandidate
git_branchmasterdd-kXtjuzSUwLcB
git_commit_date17519609631751964108
git_commit_sha85b86b4235c011
release_version1.51.0-SNAPSHOT~85b86b4e521.51.0-SNAPSHOT~235c01176b
See matching parameters
BaselineCandidate
applicationinsecure-bankinsecure-bank
ci_job_date17519659471751965947
ci_job_id10176540651017654065
ci_pipeline_id6987425769874257
cpu_modelIntel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHzIntel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz
kernel_versionLinux runner-zfyrx7zua-project-304-concurrent-0-3iq6ohob 6.8.0-1030-aws #32~22.04.1-Ubuntu SMP Thu Jun 5 08:38:24 UTC 2025 x86_64 x86_64 x86_64 GNU/LinuxLinux runner-zfyrx7zua-project-304-concurrent-0-3iq6ohob 6.8.0-1030-aws #32~22.04.1-Ubuntu SMP Thu Jun 5 08:38:24 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux
moduleAgentAgent
parentNoneNone

Summary

Found 0 performance improvements and 0 performance regressions! Performance is the same for 44 metrics, 9 unstable metrics.

Startup time reports for insecure-bank
gantt
title insecure-bank - global startup overhead: candidate=1.51.0-SNAPSHOT~235c01176b, baseline=1.51.0-SNAPSHOT~85b86b4e52
dateFormat X
axisFormat %s
section tracing
Agent [baseline] (1.002 s) : 0, 1002499
Total [baseline] (8.574 s) : 0, 8574174
Agent [candidate] (993.631 ms) : 0, 993631
Total [candidate] (8.52 s) : 0, 8520176
section iast
Agent [baseline] (1.131 s) : 0, 1131367
Total [baseline] (9.242 s) : 0, 9241905
Agent [candidate] (1.141 s) : 0, 1140568
Total [candidate] (9.29 s) : 0, 9289705
Loading
  • baseline results
ModuleVariantDurationΔ tracing
Agenttracing1.002 s-
Agentiast1.131 s128.868 ms (12.9%)
Totaltracing8.574 s-
Totaliast9.242 s667.73 ms (7.8%)
  • candidate results
ModuleVariantDurationΔ tracing
Agenttracing993.631 ms-
Agentiast1.141 s146.937 ms (14.8%)
Totaltracing8.52 s-
Totaliast9.29 s769.529 ms (9.0%)
gantt
title insecure-bank - break down per module: candidate=1.51.0-SNAPSHOT~235c01176b, baseline=1.51.0-SNAPSHOT~85b86b4e52
dateFormat X
axisFormat %s
section tracing
BytebuddyAgent [baseline] (693.174 ms) : 0, 693174
BytebuddyAgent [candidate] (686.403 ms) : 0, 686403
GlobalTracer [baseline] (242.932 ms) : 0, 242932
GlobalTracer [candidate] (241.524 ms) : 0, 241524
AppSec [baseline] (30.459 ms) : 0, 30459
AppSec [candidate] (30.129 ms) : 0, 30129
Debugger [baseline] (6.078 ms) : 0, 6078
Debugger [candidate] (6.012 ms) : 0, 6012
Remote Config [baseline] (678.58 µs) : 0, 679
Remote Config [candidate] (666.988 µs) : 0, 667
Telemetry [baseline] (8.265 ms) : 0, 8265
Telemetry [candidate] (8.219 ms) : 0, 8219
section iast
BytebuddyAgent [baseline] (806.081 ms) : 0, 806081
BytebuddyAgent [candidate] (814.455 ms) : 0, 814455
GlobalTracer [baseline] (232.624 ms) : 0, 232624
GlobalTracer [candidate] (234.344 ms) : 0, 234344
AppSec [baseline] (29.511 ms) : 0, 29511
AppSec [candidate] (29.725 ms) : 0, 29725
Debugger [baseline] (6.678 ms) : 0, 6678
Debugger [candidate] (5.738 ms) : 0, 5738
Remote Config [baseline] (598.553 µs) : 0, 599
Remote Config [candidate] (576.56 µs) : 0, 577
Telemetry [baseline] (8.034 ms) : 0, 8034
Telemetry [candidate] (7.972 ms) : 0, 7972
IAST [baseline] (27.147 ms) : 0, 27147
IAST [candidate] (26.897 ms) : 0, 26897
Loading
Startup time reports for petclinic
gantt
title petclinic - global startup overhead: candidate=1.51.0-SNAPSHOT~235c01176b, baseline=1.51.0-SNAPSHOT~85b86b4e52
dateFormat X
axisFormat %s
section tracing
Agent [baseline] (994.694 ms) : 0, 994694
Total [baseline] (10.6 s) : 0, 10599991
Agent [candidate] (1.001 s) : 0, 1001150
Total [candidate] (10.667 s) : 0, 10667142
section appsec
Agent [baseline] (1.173 s) : 0, 1172631
Total [baseline] (10.704 s) : 0, 10704305
Agent [candidate] (1.182 s) : 0, 1181527
Total [candidate] (10.703 s) : 0, 10703499
section iast
Agent [baseline] (1.131 s) : 0, 1131215
Total [baseline] (10.776 s) : 0, 10776066
Agent [candidate] (1.134 s) : 0, 1134044
Total [candidate] (10.801 s) : 0, 10800944
section profiling
Agent [baseline] (1.245 s) : 0, 1245226
Total [baseline] (10.915 s) : 0, 10914570
Agent [candidate] (1.243 s) : 0, 1243445
Total [candidate] (10.853 s) : 0, 10852514
Loading
  • baseline results
ModuleVariantDurationΔ tracing
Agenttracing994.694 ms-
Agentappsec1.173 s177.936 ms (17.9%)
Agentiast1.131 s136.521 ms (13.7%)
Agentprofiling1.245 s250.531 ms (25.2%)
Totaltracing10.6 s-
Totalappsec10.704 s104.315 ms (1.0%)
Totaliast10.776 s176.076 ms (1.7%)
Totalprofiling10.915 s314.579 ms (3.0%)
  • candidate results
ModuleVariantDurationΔ tracing
Agenttracing1.001 s-
Agentappsec1.182 s180.377 ms (18.0%)
Agentiast1.134 s132.893 ms (13.3%)
Agentprofiling1.243 s242.295 ms (24.2%)
Totaltracing10.667 s-
Totalappsec10.703 s36.357 ms (0.3%)
Totaliast10.801 s133.802 ms (1.3%)
Totalprofiling10.853 s185.371 ms (1.7%)
gantt
title petclinic - break down per module: candidate=1.51.0-SNAPSHOT~235c01176b, baseline=1.51.0-SNAPSHOT~85b86b4e52
dateFormat X
axisFormat %s
section tracing
BytebuddyAgent [baseline] (687.438 ms) : 0, 687438
BytebuddyAgent [candidate] (691.45 ms) : 0, 691450
GlobalTracer [baseline] (241.585 ms) : 0, 241585
GlobalTracer [candidate] (243.324 ms) : 0, 243324
AppSec [baseline] (29.987 ms) : 0, 29987
AppSec [candidate] (30.462 ms) : 0, 30462
Debugger [baseline] (6.021 ms) : 0, 6021
Debugger [candidate] (6.07 ms) : 0, 6070
Remote Config [baseline] (669.982 µs) : 0, 670
Remote Config [candidate] (687.975 µs) : 0, 688
Telemetry [baseline] (8.232 ms) : 0, 8232
Telemetry [candidate] (8.252 ms) : 0, 8252
section appsec
BytebuddyAgent [baseline] (709.068 ms) : 0, 709068
BytebuddyAgent [candidate] (716.127 ms) : 0, 716127
GlobalTracer [baseline] (234.279 ms) : 0, 234279
GlobalTracer [candidate] (235.886 ms) : 0, 235886
AppSec [baseline] (170.948 ms) : 0, 170948
AppSec [candidate] (170.692 ms) : 0, 170692
Debugger [baseline] (5.734 ms) : 0, 5734
Debugger [candidate] (5.736 ms) : 0, 5736
Remote Config [baseline] (597.882 µs) : 0, 598
Remote Config [candidate] (591.857 µs) : 0, 592
Telemetry [baseline] (8.085 ms) : 0, 8085
Telemetry [candidate] (8.033 ms) : 0, 8033
IAST [baseline] (23.138 ms) : 0, 23138
IAST [candidate] (23.524 ms) : 0, 23524
section iast
BytebuddyAgent [baseline] (806.836 ms) : 0, 806836
BytebuddyAgent [candidate] (808.234 ms) : 0, 808234
GlobalTracer [baseline] (232.586 ms) : 0, 232586
GlobalTracer [candidate] (233.069 ms) : 0, 233069
AppSec [baseline] (29.813 ms) : 0, 29813
AppSec [candidate] (31.167 ms) : 0, 31167
Debugger [baseline] (5.857 ms) : 0, 5857
Debugger [candidate] (6.725 ms) : 0, 6725
Remote Config [baseline] (583.762 µs) : 0, 584
Remote Config [candidate] (579.808 µs) : 0, 580
Telemetry [baseline] (7.958 ms) : 0, 7958
Telemetry [candidate] (8.008 ms) : 0, 8008
IAST [baseline] (26.875 ms) : 0, 26875
IAST [candidate] (25.408 ms) : 0, 25408
section profiling
BytebuddyAgent [baseline] (680.165 ms) : 0, 680165
BytebuddyAgent [candidate] (678.493 ms) : 0, 678493
GlobalTracer [baseline] (360.336 ms) : 0, 360336
GlobalTracer [candidate] (360.005 ms) : 0, 360005
AppSec [baseline] (32.152 ms) : 0, 32152
AppSec [candidate] (32.846 ms) : 0, 32846
Debugger [baseline] (10.646 ms) : 0, 10646
Debugger [candidate] (9.823 ms) : 0, 9823
Remote Config [baseline] (658.097 µs) : 0, 658
Remote Config [candidate] (661.446 µs) : 0, 661
Telemetry [baseline] (9.403 ms) : 0, 9403
Telemetry [candidate] (9.527 ms) : 0, 9527
ProfilingAgent [baseline] (103.129 ms) : 0, 103129
ProfilingAgent [candidate] (103.361 ms) : 0, 103361
Profiling [baseline] (103.152 ms) : 0, 103152
Profiling [candidate] (103.385 ms) : 0, 103385
Loading

Load

Parameters

BaselineCandidate
baseline_or_candidatebaselinecandidate
git_branchmasterdd-kXtjuzSUwLcB
git_commit_date17519609631751964108
git_commit_sha85b86b4235c011
release_version1.51.0-SNAPSHOT~85b86b4e521.51.0-SNAPSHOT~235c01176b
See matching parameters
BaselineCandidate
applicationinsecure-bankinsecure-bank
ci_job_date17519656281751965628
ci_job_id10176540681017654068
ci_pipeline_id6987425769874257
cpu_modelIntel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHzIntel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz
kernel_versionLinux runner-zfyrx7zua-project-304-concurrent-0-mf4kn6ii 6.8.0-1030-aws #32~22.04.1-Ubuntu SMP Thu Jun 5 08:38:24 UTC 2025 x86_64 x86_64 x86_64 GNU/LinuxLinux runner-zfyrx7zua-project-304-concurrent-0-mf4kn6ii 6.8.0-1030-aws #32~22.04.1-Ubuntu SMP Thu Jun 5 08:38:24 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux

Summary

Found 1 performance improvements and 4 performance regressions! Performance is the same for 7 metrics, 12 unstable metrics.

scenarioΔ mean http_req_durationΔ mean throughputcandidate mean http_req_durationcandidate mean throughputbaseline mean http_req_durationbaseline mean throughput
scenario:load:insecure-bank:no_agent:high_loadworse
[+143.444µs; +251.261µs] or [+3.359%; +5.884%]
unstable
[-160.127op/s; +66.940op/s] or [-14.908%; +6.232%]
4.468ms1027.500op/s4.271ms1074.094op/s
scenario:load:insecure-bank:tracing:high_loadworse
[+767.953µs; +1002.680µs] or [+10.596%; +13.835%]
unstable
[-142.925op/s; +5.675op/s] or [-22.387%; +0.889%]
8.133ms569.812op/s7.247ms638.438op/s
scenario:load:insecure-bank:profiling:high_loadworse
[+213.651µs; +524.398µs] or [+2.437%; +5.983%]
unstable
[-89.101op/s; +46.726op/s] or [-16.839%; +8.831%]
9.135ms507.938op/s8.766ms529.125op/s
scenario:load:petclinic:no_agent:high_loadworse
[+1.935ms; +2.586ms] or [+5.363%; +7.166%]
unstable
[-16.605op/s; +1.430op/s] or [-12.820%; +1.104%]
38.344ms121.938op/s36.084ms129.525op/s
scenario:load:petclinic:profiling:high_loadbetter
[-3.040ms; -2.071ms] or [-6.249%; -4.258%]
unstable
[-3.275op/s; +11.539op/s] or [-3.362%; +11.845%]
46.090ms101.550op/s48.645ms97.418op/s
Request duration reports for petclinic
gantt
title petclinic - request duration [CI 0.99] : candidate=1.51.0-SNAPSHOT~235c01176b, baseline=1.51.0-SNAPSHOT~85b86b4e52
dateFormat X
axisFormat %s
section baseline
no_agent (36.084 ms) : 35788, 36379
. : milestone, 36084,
appsec (48.016 ms) : 47591, 48441
. : milestone, 48016,
code_origins (46.221 ms) : 45816, 46627
. : milestone, 46221,
iast (44.907 ms) : 44521, 45293
. : milestone, 44907,
profiling (48.645 ms) : 48180, 49110
. : milestone, 48645,
tracing (42.647 ms) : 42272, 43021
. : milestone, 42647,
section candidate
no_agent (38.344 ms) : 38035, 38653
. : milestone, 38344,
appsec (47.08 ms) : 46660, 47500
. : milestone, 47080,
code_origins (46.733 ms) : 46337, 47129
. : milestone, 46733,
iast (46.19 ms) : 45777, 46603
. : milestone, 46190,
profiling (46.09 ms) : 45656, 46524
. : milestone, 46090,
tracing (43.642 ms) : 43259, 44025
. : milestone, 43642,
Loading
  • baseline results
VariantRequest duration [CI 0.99]Δ no_agent
no_agent36.084 ms [35.788 ms, 36.379 ms]-
appsec48.016 ms [47.591 ms, 48.441 ms]11.932 ms (33.1%)
code_origins46.221 ms [45.816 ms, 46.627 ms]10.137 ms (28.1%)
iast44.907 ms [44.521 ms, 45.293 ms]8.823 ms (24.5%)
profiling48.645 ms [48.18 ms, 49.11 ms]12.561 ms (34.8%)
tracing42.647 ms [42.272 ms, 43.021 ms]6.563 ms (18.2%)
  • candidate results
VariantRequest duration [CI 0.99]Δ no_agent
no_agent38.344 ms [38.035 ms, 38.653 ms]-
appsec47.08 ms [46.66 ms, 47.5 ms]8.736 ms (22.8%)
code_origins46.733 ms [46.337 ms, 47.129 ms]8.388 ms (21.9%)
iast46.19 ms [45.777 ms, 46.603 ms]7.846 ms (20.5%)
profiling46.09 ms [45.656 ms, 46.524 ms]7.745 ms (20.2%)
tracing43.642 ms [43.259 ms, 44.025 ms]5.298 ms (13.8%)
Request duration reports for insecure-bank
gantt
title insecure-bank - request duration [CI 0.99] : candidate=1.51.0-SNAPSHOT~235c01176b, baseline=1.51.0-SNAPSHOT~85b86b4e52
dateFormat X
axisFormat %s
section baseline
no_agent (4.271 ms) : 4221, 4320
. : milestone, 4271,
iast (9.122 ms) : 8971, 9273
. : milestone, 9122,
iast_FULL (14.048 ms) : 13776, 14319
. : milestone, 14048,
iast_GLOBAL (10.541 ms) : 10348, 10734
. : milestone, 10541,
profiling (8.766 ms) : 8621, 8910
. : milestone, 8766,
tracing (7.247 ms) : 7146, 7349
. : milestone, 7247,
section candidate
no_agent (4.468 ms) : 4418, 4518
. : milestone, 4468,
iast (9.44 ms) : 9284, 9596
. : milestone, 9440,
iast_FULL (14.122 ms) : 13839, 14405
. : milestone, 14122,
iast_GLOBAL (10.626 ms) : 10438, 10815
. : milestone, 10626,
profiling (9.135 ms) : 8990, 9279
. : milestone, 9135,
tracing (8.133 ms) : 8017, 8249
. : milestone, 8133,
Loading
  • baseline results
VariantRequest duration [CI 0.99]Δ no_agent
no_agent4.271 ms [4.221 ms, 4.32 ms]-
iast9.122 ms [8.971 ms, 9.273 ms]4.852 ms (113.6%)
iast_FULL14.048 ms [13.776 ms, 14.319 ms]9.777 ms (228.9%)
iast_GLOBAL10.541 ms [10.348 ms, 10.734 ms]6.27 ms (146.8%)
profiling8.766 ms [8.621 ms, 8.91 ms]4.495 ms (105.3%)
tracing7.247 ms [7.146 ms, 7.349 ms]2.977 ms (69.7%)
  • candidate results
VariantRequest duration [CI 0.99]Δ no_agent
no_agent4.468 ms [4.418 ms, 4.518 ms]-
iast9.44 ms [9.284 ms, 9.596 ms]4.972 ms (111.3%)
iast_FULL14.122 ms [13.839 ms, 14.405 ms]9.654 ms (216.1%)
iast_GLOBAL10.626 ms [10.438 ms, 10.815 ms]6.158 ms (137.8%)
profiling9.135 ms [8.99 ms, 9.279 ms]4.667 ms (104.4%)
tracing8.133 ms [8.017 ms, 8.249 ms]3.665 ms (82.0%)

Dacapo

Parameters

BaselineCandidate
baseline_or_candidatebaselinecandidate
git_branchmasterdd-kXtjuzSUwLcB
git_commit_date17519609631751964108
git_commit_sha85b86b4235c011
release_version1.51.0-SNAPSHOT~85b86b4e521.51.0-SNAPSHOT~235c01176b
See matching parameters
BaselineCandidate
applicationbiojavabiojava
ci_job_date17519661171751966117
ci_job_id10176540701017654070
ci_pipeline_id6987425769874257
cpu_modelIntel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHzIntel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz
kernel_versionLinux runner-zfyrx7zua-project-304-concurrent-1-fzntcpey 6.8.0-1030-aws #32~22.04.1-Ubuntu SMP Thu Jun 5 08:38:24 UTC 2025 x86_64 x86_64 x86_64 GNU/LinuxLinux runner-zfyrx7zua-project-304-concurrent-1-fzntcpey 6.8.0-1030-aws #32~22.04.1-Ubuntu SMP Thu Jun 5 08:38:24 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux

Summary

Found 0 performance improvements and 0 performance regressions! Performance is the same for 12 metrics, 0 unstable metrics.

Execution time for biojava
gantt
title biojava - execution time [CI 0.99] : candidate=1.51.0-SNAPSHOT~235c01176b, baseline=1.51.0-SNAPSHOT~85b86b4e52
dateFormat X
axisFormat %s
section baseline
no_agent (15.226 s) : 15226000, 15226000
. : milestone, 15226000,
appsec (14.792 s) : 14792000, 14792000
. : milestone, 14792000,
iast (18.288 s) : 18288000, 18288000
. : milestone, 18288000,
iast_GLOBAL (18.236 s) : 18236000, 18236000
. : milestone, 18236000,
profiling (15.594 s) : 15594000, 15594000
. : milestone, 15594000,
tracing (14.945 s) : 14945000, 14945000
. : milestone, 14945000,
section candidate
no_agent (14.928 s) : 14928000, 14928000
. : milestone, 14928000,
appsec (14.903 s) : 14903000, 14903000
. : milestone, 14903000,
iast (18.505 s) : 18505000, 18505000
. : milestone, 18505000,
iast_GLOBAL (17.877 s) : 17877000, 17877000
. : milestone, 17877000,
profiling (15.327 s) : 15327000, 15327000
. : milestone, 15327000,
tracing (14.906 s) : 14906000, 14906000
. : milestone, 14906000,
Loading
  • baseline results
VariantExecution Time [CI 0.99]Δ no_agent
no_agent15.226 s [15.226 s, 15.226 s]-
appsec14.792 s [14.792 s, 14.792 s]-434.0 ms (-2.9%)
iast18.288 s [18.288 s, 18.288 s]3.062 s (20.1%)
iast_GLOBAL18.236 s [18.236 s, 18.236 s]3.01 s (19.8%)
profiling15.594 s [15.594 s, 15.594 s]368.0 ms (2.4%)
tracing14.945 s [14.945 s, 14.945 s]-281.0 ms (-1.8%)
  • candidate results
VariantExecution Time [CI 0.99]Δ no_agent
no_agent14.928 s [14.928 s, 14.928 s]-
appsec14.903 s [14.903 s, 14.903 s]-25.0 ms (-0.2%)
iast18.505 s [18.505 s, 18.505 s]3.577 s (24.0%)
iast_GLOBAL17.877 s [17.877 s, 17.877 s]2.949 s (19.8%)
profiling15.327 s [15.327 s, 15.327 s]399.0 ms (2.7%)
tracing14.906 s [14.906 s, 14.906 s]-22.0 ms (-0.1%)
Execution time for tomcat
gantt
title tomcat - execution time [CI 0.99] : candidate=1.51.0-SNAPSHOT~235c01176b, baseline=1.51.0-SNAPSHOT~85b86b4e52
dateFormat X
axisFormat %s
section baseline
no_agent (1.475 ms) : 1463, 1486
. : milestone, 1475,
appsec (2.412 ms) : 2362, 2461
. : milestone, 2412,
iast (2.2 ms) : 2138, 2263
. : milestone, 2200,
iast_GLOBAL (2.241 ms) : 2178, 2303
. : milestone, 2241,
profiling (2.041 ms) : 1991, 2091
. : milestone, 2041,
tracing (2.022 ms) : 1974, 2070
. : milestone, 2022,
section candidate
no_agent (1.475 ms) : 1464, 1487
. : milestone, 1475,
appsec (2.406 ms) : 2357, 2456
. : milestone, 2406,
iast (2.2 ms) : 2137, 2262
. : milestone, 2200,
iast_GLOBAL (2.245 ms) : 2182, 2308
. : milestone, 2245,
profiling (2.053 ms) : 2001, 2105
. : milestone, 2053,
tracing (2.028 ms) : 1980, 2077
. : milestone, 2028,
Loading
  • baseline results
VariantExecution Time [CI 0.99]Δ no_agent
no_agent1.475 ms [1.463 ms, 1.486 ms]-
appsec2.412 ms [2.362 ms, 2.461 ms]936.983 µs (63.5%)
iast2.2 ms [2.138 ms, 2.263 ms]725.554 µs (49.2%)
iast_GLOBAL2.241 ms [2.178 ms, 2.303 ms]766.001 µs (51.9%)
profiling2.041 ms [1.991 ms, 2.091 ms]566.023 µs (38.4%)
tracing2.022 ms [1.974 ms, 2.07 ms]547.124 µs (37.1%)
  • candidate results
VariantExecution Time [CI 0.99]Δ no_agent
no_agent1.475 ms [1.464 ms, 1.487 ms]-
appsec2.406 ms [2.357 ms, 2.456 ms]931.32 µs (63.1%)
iast2.2 ms [2.137 ms, 2.262 ms]724.398 µs (49.1%)
iast_GLOBAL2.245 ms [2.182 ms, 2.308 ms]769.584 µs (52.2%)
profiling2.053 ms [2.001 ms, 2.105 ms]577.59 µs (39.2%)
tracing2.028 ms [1.98 ms, 2.077 ms]553.227 µs (37.5%)

@PerfectSlayerPerfectSlayer added tag: ai generated Largely based on code generated by an AI or LLM and removed Bits AI labels Jul 8, 2025
@PerfectSlayer
PerfectSlayer deleted the dd-kXtjuzSUwLcB branch July 8, 2025 14:55
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@PerfectSlayer@bm1549