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feat(crewai): support tracing crewAI flows #14082

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Yun-Kim
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@Yun-Kim Yun-Kim commented Jul 21, 2025 •
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MLOB-2806

This PR adds support for APM and LLMObs tracing of CrewAI flows, including the overall flow execution and individual start/listener method execution, as well as span linking of which methods triggered other methods in the flow.

Remaining:

  • Assert async parallel execution is traced/linked correctly
  • Assert compatibility with crews
  • Testing
  • Release Note

Checklist

  • PR author has checked that all the criteria below are met
  • The PR description includes an overview of the change
  • The PR description articulates the motivation for the change
  • The change includes tests OR the PR description describes a testing strategy
  • The PR description notes risks associated with the change, if any
  • Newly-added code is easy to change
  • The change follows the library release note guidelines
  • The change includes or references documentation updates if necessary
  • Backport labels are set (if applicable)

Reviewer Checklist

  • Reviewer has checked that all the criteria below are met
  • Title is accurate
  • All changes are related to the pull request's stated goal
  • Avoids breaking API changes
  • Testing strategy adequately addresses listed risks
  • Newly-added code is easy to change
  • Release note makes sense to a user of the library
  • If necessary, author has acknowledged and discussed the performance implications of this PR as reported in the benchmarks PR comment
  • Backport labels are set in a manner that is consistent with the release branch maintenance policy

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github-actions bot commented Jul 21, 2025 •
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CODEOWNERS have been resolved as:

ddtrace/contrib/internal/crewai/patch.py                                @DataDog/ml-observability
ddtrace/llmobs/_integrations/crewai.py                                  @DataDog/ml-observability

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github-actions bot commented Jul 21, 2025 •
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Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 282 ± 4 ms.

The average import time from base is: 283 ± 4 ms.

The import time difference between this PR and base is: -1.2 ± 0.2 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 1.907 ms (0.68%)
ddtrace.bootstrap.sitecustomize 1.231 ms (0.44%)
ddtrace.bootstrap.preload 1.231 ms (0.44%)
ddtrace.internal.remoteconfig.client 0.618 ms (0.22%)
ddtrace 0.676 ms (0.24%)
ddtrace.internal._unpatched 0.030 ms (0.01%)
json 0.030 ms (0.01%)
json.decoder 0.030 ms (0.01%)
re 0.030 ms (0.01%)
enum 0.030 ms (0.01%)
types 0.030 ms (0.01%)

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pr-commenter bot commented Jul 21, 2025 •
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Performance SLOs

Candidate: yunkim/crewai-flow (2076a01)

🔵 No Baseline Data (24 suites)
🔵 coreapiscenario - 12/12 (2 unstable)

🔵 No baseline data available for this suite

⚠️ context_with_data_listeners

Time: ⚠️ 13.900µs (SLO: <20.000µs 📉 -30.5%)

Memory: ✅ 29.059MB (SLO: <31.000MB -6.3%)

✅ context_with_data_no_listeners

Time: ✅ 3.783µs (SLO: <10.000µs 📉 -62.2%)

Memory: ✅ 29.039MB (SLO: <31.000MB -6.3%)

⚠️ context_with_data_only_all_listeners

Time: ⚠️ 13.846µs (SLO: <20.000µs 📉 -30.8%)

Memory: ✅ 29.078MB (SLO: <31.000MB -6.2%)

✅ get_item_exists

Time: ✅ 0.630µs (SLO: <10.000µs 📉 -93.7%)

Memory: ✅ 29.118MB (SLO: <31.000MB -6.1%)

✅ get_item_missing

Time: ✅ 0.680µs (SLO: <10.000µs 📉 -93.2%)

Memory: ✅ 29.078MB (SLO: <31.000MB -6.2%)

✅ set_item

Time: ✅ 24.908µs (SLO: <30.000µs 📉 -17.0%)

Memory: ✅ 29.098MB (SLO: <31.000MB -6.1%)

🔵 djangosimple - 22/22

🔵 No baseline data available for this suite

✅ appsec

Time: ✅ 21.200ms (SLO: <22.300ms -4.9%)

Memory: ✅ 63.721MB (SLO: <65.500MB -2.7%)

✅ exception-replay-enabled

Time: ✅ 1.363ms (SLO: <1.450ms -6.0%)

Memory: ✅ 63.131MB (SLO: <65.500MB -3.6%)

✅ iast

Time: ✅ 21.224ms (SLO: <22.250ms -4.6%)

Memory: ✅ 63.740MB (SLO: <65.500MB -2.7%)

✅ profiler

Time: ✅ 15.972ms (SLO: <16.550ms -3.5%)

Memory: ✅ 51.125MB (SLO: <53.000MB -3.5%)

✅ span-code-origin

Time: ✅ 26.852ms (SLO: <28.200ms -4.8%)

Memory: ✅ 65.824MB (SLO: <68.000MB -3.2%)

✅ tracer

Time: ✅ 21.235ms (SLO: <22.700ms -6.5%)

Memory: ✅ 63.721MB (SLO: <65.500MB -2.7%)

✅ tracer-and-profiler

Time: ✅ 23.721ms (SLO: <24.900ms -4.7%)

Memory: ✅ 64.763MB (SLO: <67.000MB -3.3%)

✅ tracer-no-caches

Time: ✅ 18.926ms (SLO: <19.650ms -3.7%)

Memory: ✅ 63.721MB (SLO: <65.500MB -2.7%)

✅ tracer-no-databases

Time: ✅ 19.151ms (SLO: <20.100ms -4.7%)

Memory: ✅ 63.740MB (SLO: <65.500MB -2.7%)

✅ tracer-no-middleware

Time: ✅ 21.069ms (SLO: <22.500ms -6.4%)

Memory: ✅ 63.721MB (SLO: <65.500MB -2.7%)

✅ tracer-no-templates

Time: ✅ 21.038ms (SLO: <22.250ms -5.4%)

Memory: ✅ 63.701MB (SLO: <65.500MB -2.7%)

🔵 errortrackingdjangosimple - 6/6

🔵 No baseline data available for this suite

✅ errortracking-enabled-all

Time: ✅ 18.538ms (SLO: <19.850ms -6.6%)

Memory: ✅ 63.696MB (SLO: <65.500MB -2.8%)

✅ errortracking-enabled-user

Time: ✅ 18.576ms (SLO: <19.400ms -4.2%)

Memory: ✅ 63.717MB (SLO: <65.500MB -2.7%)

✅ tracer-enabled

Time: ✅ 18.597ms (SLO: <19.450ms -4.4%)

Memory: ✅ 63.691MB (SLO: <65.500MB -2.8%)

🔵 errortrackingflasksqli - 6/6

🔵 No baseline data available for this suite

✅ errortracking-enabled-all

Time: ✅ 2.118ms (SLO: <2.300ms -7.9%)

Memory: ✅ 51.610MB (SLO: <53.000MB -2.6%)

✅ errortracking-enabled-user

Time: ✅ 2.145ms (SLO: <2.250ms -4.7%)

Memory: ✅ 51.629MB (SLO: <53.000MB -2.6%)

✅ tracer-enabled

Time: ✅ 2.122ms (SLO: <2.300ms -7.7%)

Memory: ✅ 51.197MB (SLO: <53.000MB -3.4%)

🔵 flasksimple - 14/14

🔵 No baseline data available for this suite

✅ appsec-get

Time: ✅ 4.604ms (SLO: <4.750ms -3.1%)

Memory: ✅ 62.981MB (SLO: <64.000MB 🟡 -1.6%)

✅ appsec-post

Time: ✅ 6.639ms (SLO: <6.750ms 🟡 -1.6%)

Memory: ✅ 63.043MB (SLO: <64.000MB 🟡 -1.5%)

✅ appsec-telemetry

Time: ✅ 4.608ms (SLO: <4.750ms -3.0%)

Memory: ✅ 63.023MB (SLO: <64.000MB 🟡 -1.5%)

✅ debugger

Time: ✅ 1.857ms (SLO: <2.000ms -7.2%)

Memory: ✅ 42.003MB (SLO: <44.000MB -4.5%)

✅ iast-get

Time: ✅ 1.852ms (SLO: <2.000ms -7.4%)

Memory: ✅ 44.490MB (SLO: <45.000MB 🟡 -1.1%)

✅ profiler

Time: ✅ 1.982ms (SLO: <2.100ms -5.6%)

Memory: ✅ 43.584MB (SLO: <44.000MB 🟡 -0.9%)

✅ tracer

Time: ✅ 3.376ms (SLO: <3.650ms -7.5%)

Memory: ✅ 51.654MB (SLO: <53.000MB -2.5%)

🔵 flasksqli - 6/6

🔵 No baseline data available for this suite

✅ appsec-enabled

Time: ✅ 3.970ms (SLO: <4.200ms -5.5%)

Memory: ✅ 63.406MB (SLO: <66.000MB -3.9%)

✅ iast-enabled

Time: ✅ 2.563ms (SLO: <2.800ms -8.5%)

Memory: ✅ 56.564MB (SLO: <58.000MB -2.5%)

✅ tracer-enabled

Time: ✅ 2.098ms (SLO: <2.250ms -6.7%)

Memory: ✅ 51.197MB (SLO: <53.000MB -3.4%)

🔵 httppropagationextract - 60/60

🔵 No baseline data available for this suite

✅ all_styles_all_headers

Time: ✅ 82.675µs (SLO: <100.000µs 📉 -17.3%)

Memory: ✅ 29.157MB (SLO: <31.000MB -5.9%)

✅ b3_headers

Time: ✅ 14.281µs (SLO: <20.000µs 📉 -28.6%)

Memory: ✅ 29.157MB (SLO: <31.000MB -5.9%)

✅ b3_single_headers

Time: ✅ 13.307µs (SLO: <20.000µs 📉 -33.5%)

Memory: ✅ 29.137MB (SLO: <31.000MB -6.0%)

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 64.438µs (SLO: <80.000µs 📉 -19.5%)

Memory: ✅ 29.157MB (SLO: <31.000MB -5.9%)

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 67.039µs (SLO: <80.000µs 📉 -16.2%)

Memory: ✅ 29.177MB (SLO: <31.000MB -5.9%)

✅ empty_headers

Time: ✅ 1.601µs (SLO: <10.000µs 📉 -84.0%)

Memory: ✅ 29.157MB (SLO: <31.000MB -5.9%)

✅ full_t_id_datadog_headers

Time: ✅ 23.944µs (SLO: <30.000µs 📉 -20.2%)

Memory: ✅ 29.118MB (SLO: <31.000MB -6.1%)

✅ invalid_priority_header

Time: ✅ 6.587µs (SLO: <10.000µs 📉 -34.1%)

Memory: ✅ 29.157MB (SLO: <31.000MB -5.9%)

✅ invalid_span_id_header

Time: ✅ 6.528µs (SLO: <10.000µs 📉 -34.7%)

Memory: ✅ 29.118MB (SLO: <31.000MB -6.1%)

✅ invalid_tags_header

Time: ✅ 6.529µs (SLO: <10.000µs 📉 -34.7%)

Memory: ✅ 29.059MB (SLO: <31.000MB -6.3%)

✅ invalid_trace_id_header

Time: ✅ 6.529µs (SLO: <10.000µs 📉 -34.7%)

Memory: ✅ 29.098MB (SLO: <31.000MB -6.1%)

✅ large_header_no_matches

Time: ✅ 27.615µs (SLO: <30.000µs -8.0%)

Memory: ✅ 29.078MB (SLO: <31.000MB -6.2%)

✅ large_valid_headers_all

Time: ✅ 28.663µs (SLO: <40.000µs 📉 -28.3%)

Memory: ✅ 29.137MB (SLO: <31.000MB -6.0%)

✅ medium_header_no_matches

Time: ✅ 9.813µs (SLO: <20.000µs 📉 -50.9%)

Memory: ✅ 29.078MB (SLO: <31.000MB -6.2%)

✅ medium_valid_headers_all

Time: ✅ 11.205µs (SLO: <20.000µs 📉 -44.0%)

Memory: ✅ 29.157MB (SLO: <31.000MB -5.9%)

✅ none_propagation_style

Time: ✅ 1.707µs (SLO: <10.000µs 📉 -82.9%)

Memory: ✅ 29.098MB (SLO: <31.000MB -6.1%)

✅ tracecontext_headers

Time: ✅ 34.309µs (SLO: <40.000µs 📉 -14.2%)

Memory: ✅ 29.118MB (SLO: <31.000MB -6.1%)

✅ valid_headers_all

Time: ✅ 6.559µs (SLO: <10.000µs 📉 -34.4%)

Memory: ✅ 29.098MB (SLO: <31.000MB -6.1%)

✅ valid_headers_basic

Time: ✅ 6.090µs (SLO: <10.000µs 📉 -39.1%)

Memory: ✅ 29.118MB (SLO: <31.000MB -6.1%)

✅ wsgi_empty_headers

Time: ✅ 1.587µs (SLO: <10.000µs 📉 -84.1%)

Memory: ✅ 29.098MB (SLO: <31.000MB -6.1%)

✅ wsgi_invalid_priority_header

Time: ✅ 6.610µs (SLO: <10.000µs 📉 -33.9%)

Memory: ✅ 29.157MB (SLO: <31.000MB -5.9%)

✅ wsgi_invalid_span_id_header

Time: ✅ 1.602µs (SLO: <10.000µs 📉 -84.0%)

Memory: ✅ 29.157MB (SLO: <31.000MB -5.9%)

✅ wsgi_invalid_tags_header

Time: ✅ 6.568µs (SLO: <10.000µs 📉 -34.3%)

Memory: ✅ 29.059MB (SLO: <31.000MB -6.3%)

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.578µs (SLO: <10.000µs 📉 -34.2%)

Memory: ✅ 29.118MB (SLO: <31.000MB -6.1%)

✅ wsgi_large_header_no_matches

Time: ✅ 28.720µs (SLO: <40.000µs 📉 -28.2%)

Memory: ✅ 29.137MB (SLO: <31.000MB -6.0%)

✅ wsgi_large_valid_headers_all

Time: ✅ 29.703µs (SLO: <40.000µs 📉 -25.7%)

Memory: ✅ 29.098MB (SLO: <31.000MB -6.1%)

✅ wsgi_medium_header_no_matches

Time: ✅ 10.232µs (SLO: <20.000µs 📉 -48.8%)

Memory: ✅ 29.137MB (SLO: <31.000MB -6.0%)

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.656µs (SLO: <20.000µs 📉 -41.7%)

Memory: ✅ 29.137MB (SLO: <31.000MB -6.0%)

✅ wsgi_valid_headers_all

Time: ✅ 6.527µs (SLO: <10.000µs 📉 -34.7%)

Memory: ✅ 29.098MB (SLO: <31.000MB -6.1%)

✅ wsgi_valid_headers_basic

Time: ✅ 6.112µs (SLO: <10.000µs 📉 -38.9%)

Memory: ✅ 29.098MB (SLO: <31.000MB -6.1%)

🔵 httppropagationinject - 16/16

🔵 No baseline data available for this suite

✅ ids_only

Time: ✅ 19.872µs (SLO: <30.000µs 📉 -33.8%)

Memory: ✅ 29.098MB (SLO: <31.000MB -6.1%)

✅ with_all

Time: ✅ 34.576µs (SLO: <40.000µs 📉 -13.6%)

Memory: ✅ 29.137MB (SLO: <31.000MB -6.0%)

✅ with_dd_origin

Time: ✅ 26.779µs (SLO: <30.000µs 📉 -10.7%)

Memory: ✅ 29.137MB (SLO: <31.000MB -6.0%)

✅ with_priority_and_origin

Time: ✅ 28.538µs (SLO: <40.000µs 📉 -28.7%)

Memory: ✅ 29.137MB (SLO: <31.000MB -6.0%)

✅ with_sampling_priority

Time: ✅ 22.415µs (SLO: <30.000µs 📉 -25.3%)

Memory: ✅ 29.078MB (SLO: <31.000MB -6.2%)

✅ with_tags

Time: ✅ 28.254µs (SLO: <40.000µs 📉 -29.4%)

Memory: ✅ 29.059MB (SLO: <31.000MB -6.3%)

✅ with_tags_invalid

Time: ✅ 31.655µs (SLO: <40.000µs 📉 -20.9%)

Memory: ✅ 29.177MB (SLO: <31.000MB -5.9%)

✅ with_tags_max_size

Time: ✅ 28.443µs (SLO: <40.000µs 📉 -28.9%)

Memory: ✅ 29.118MB (SLO: <31.000MB -6.1%)

🔵 iast_aspects - 40/40

🔵 No baseline data available for this suite

✅ re_expand_aspect

Time: ✅ 33.069µs (SLO: <40.000µs 📉 -17.3%)

Memory: ✅ 34.642MB (SLO: <35.000MB 🟡 -1.0%)

✅ re_expand_noaspect

Time: ✅ 30.074µs (SLO: <40.000µs 📉 -24.8%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

✅ re_findall_aspect

Time: ✅ 3.705µs (SLO: <10.000µs 📉 -63.0%)

Memory: ✅ 34.603MB (SLO: <35.000MB 🟡 -1.1%)

✅ re_findall_noaspect

Time: ✅ 1.404µs (SLO: <10.000µs 📉 -86.0%)

Memory: ✅ 34.662MB (SLO: <35.000MB 🟡 -1.0%)

✅ re_finditer_aspect

Time: ✅ 5.278µs (SLO: <10.000µs 📉 -47.2%)

Memory: ✅ 34.662MB (SLO: <35.000MB 🟡 -1.0%)

✅ re_finditer_noaspect

Time: ✅ 1.426µs (SLO: <10.000µs 📉 -85.7%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

✅ re_fullmatch_aspect

Time: ✅ 3.409µs (SLO: <10.000µs 📉 -65.9%)

Memory: ✅ 34.642MB (SLO: <35.000MB 🟡 -1.0%)

✅ re_fullmatch_noaspect

Time: ✅ 1.280µs (SLO: <10.000µs 📉 -87.2%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

✅ re_group_aspect

Time: ✅ 3.436µs (SLO: <10.000µs 📉 -65.6%)

Memory: ✅ 34.642MB (SLO: <35.000MB 🟡 -1.0%)

✅ re_group_noaspect

Time: ✅ 1.598µs (SLO: <10.000µs 📉 -84.0%)

Memory: ✅ 34.642MB (SLO: <35.000MB 🟡 -1.0%)

✅ re_groups_aspect

Time: ✅ 3.570µs (SLO: <10.000µs 📉 -64.3%)

Memory: ✅ 34.662MB (SLO: <35.000MB 🟡 -1.0%)

✅ re_groups_noaspect

Time: ✅ 1.703µs (SLO: <10.000µs 📉 -83.0%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

✅ re_match_aspect

Time: ✅ 3.421µs (SLO: <10.000µs 📉 -65.8%)

Memory: ✅ 34.662MB (SLO: <35.000MB 🟡 -1.0%)

✅ re_match_noaspect

Time: ✅ 1.311µs (SLO: <10.000µs 📉 -86.9%)

Memory: ✅ 34.603MB (SLO: <35.000MB 🟡 -1.1%)

✅ re_search_aspect

Time: ✅ 3.311µs (SLO: <10.000µs 📉 -66.9%)

Memory: ✅ 34.603MB (SLO: <35.000MB 🟡 -1.1%)

✅ re_search_noaspect

Time: ✅ 1.202µs (SLO: <10.000µs 📉 -88.0%)

Memory: ✅ 34.662MB (SLO: <35.000MB 🟡 -1.0%)

✅ re_sub_aspect

Time: ✅ 4.665µs (SLO: <10.000µs 📉 -53.3%)

Memory: ✅ 34.642MB (SLO: <35.000MB 🟡 -1.0%)

✅ re_sub_noaspect

Time: ✅ 1.524µs (SLO: <10.000µs 📉 -84.8%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

✅ re_subn_aspect

Time: ✅ 4.915µs (SLO: <10.000µs 📉 -50.8%)

Memory: ✅ 34.662MB (SLO: <35.500MB -2.4%)

✅ re_subn_noaspect

Time: ✅ 1.596µs (SLO: <10.000µs 📉 -84.0%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

🔵 iastaspects - 118/118

🔵 No baseline data available for this suite

✅ add_aspect

Time: ✅ 0.332µs (SLO: <10.000µs 📉 -96.7%)

Memory: ✅ 34.662MB (SLO: <35.000MB 🟡 -1.0%)

✅ add_inplace_aspect

Time: ✅ 0.331µs (SLO: <10.000µs 📉 -96.7%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

✅ add_inplace_noaspect

Time: ✅ 0.321µs (SLO: <10.000µs 📉 -96.8%)

Memory: ✅ 34.662MB (SLO: <35.000MB 🟡 -1.0%)

✅ add_noaspect

Time: ✅ 0.276µs (SLO: <10.000µs 📉 -97.2%)

Memory: ✅ 34.642MB (SLO: <35.000MB 🟡 -1.0%)

✅ bytearray_aspect

Time: ✅ 1.851µs (SLO: <10.000µs 📉 -81.5%)

Memory: ✅ 34.662MB (SLO: <35.000MB 🟡 -1.0%)

✅ bytearray_extend_aspect

Time: ✅ 1.379µs (SLO: <10.000µs 📉 -86.2%)

Memory: ✅ 34.603MB (SLO: <35.000MB 🟡 -1.1%)

✅ bytearray_extend_noaspect

Time: ✅ 0.612µs (SLO: <10.000µs 📉 -93.9%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

✅ bytearray_noaspect

Time: ✅ 0.477µs (SLO: <10.000µs 📉 -95.2%)

Memory: ✅ 34.642MB (SLO: <35.000MB 🟡 -1.0%)

✅ bytes_aspect

Time: ✅ 1.873µs (SLO: <10.000µs 📉 -81.3%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

✅ bytes_noaspect

Time: ✅ 0.492µs (SLO: <10.000µs 📉 -95.1%)

Memory: ✅ 34.642MB (SLO: <35.000MB 🟡 -1.0%)

✅ bytesio_aspect

Time: ✅ 1.879µs (SLO: <10.000µs 📉 -81.2%)

Memory: ✅ 34.682MB (SLO: <35.000MB 🟡 -0.9%)

✅ bytesio_noaspect

Time: ✅ 0.494µs (SLO: <10.000µs 📉 -95.1%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

✅ capitalize_aspect

Time: ✅ 0.737µs (SLO: <10.000µs 📉 -92.6%)

Memory: ✅ 34.662MB (SLO: <35.000MB 🟡 -1.0%)

✅ capitalize_noaspect

Time: ✅ 0.441µs (SLO: <10.000µs 📉 -95.6%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

✅ casefold_aspect

Time: ✅ 0.728µs (SLO: <10.000µs 📉 -92.7%)

Memory: ✅ 34.642MB (SLO: <35.000MB 🟡 -1.0%)

✅ casefold_noaspect

Time: ✅ 0.368µs (SLO: <10.000µs 📉 -96.3%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

✅ decode_aspect

Time: ✅ 0.722µs (SLO: <10.000µs 📉 -92.8%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

✅ decode_noaspect

Time: ✅ 0.421µs (SLO: <10.000µs 📉 -95.8%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

✅ encode_aspect

Time: ✅ 0.710µs (SLO: <10.000µs 📉 -92.9%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

✅ encode_noaspect

Time: ✅ 0.404µs (SLO: <10.000µs 📉 -96.0%)

Memory: ✅ 34.662MB (SLO: <35.000MB 🟡 -1.0%)

✅ format_aspect

Time: ✅ 3.356µs (SLO: <10.000µs 📉 -66.4%)

Memory: ✅ 34.642MB (SLO: <35.000MB 🟡 -1.0%)

✅ format_map_aspect

Time: ✅ 3.237µs (SLO: <10.000µs 📉 -67.6%)

Memory: ✅ 34.603MB (SLO: <35.000MB 🟡 -1.1%)

✅ format_map_noaspect

Time: ✅ 0.772µs (SLO: <10.000µs 📉 -92.3%)

Memory: ✅ 34.603MB (SLO: <35.000MB 🟡 -1.1%)

✅ format_noaspect

Time: ✅ 0.596µs (SLO: <10.000µs 📉 -94.0%)

Memory: ✅ 34.603MB (SLO: <35.000MB 🟡 -1.1%)

✅ index_aspect

Time: ✅ 0.343µs (SLO: <10.000µs 📉 -96.6%)

Memory: ✅ 34.642MB (SLO: <35.000MB 🟡 -1.0%)

✅ index_noaspect

Time: ✅ 0.279µs (SLO: <10.000µs 📉 -97.2%)

Memory: ✅ 34.603MB (SLO: <35.000MB 🟡 -1.1%)

✅ join_aspect

Time: ✅ 1.212µs (SLO: <10.000µs 📉 -87.9%)

Memory: ✅ 34.603MB (SLO: <35.000MB 🟡 -1.1%)

✅ join_noaspect

Time: ✅ 0.490µs (SLO: <10.000µs 📉 -95.1%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

✅ ljust_aspect

Time: ✅ 10.226µs (SLO: <20.000µs 📉 -48.9%)

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%)

✅ ljust_noaspect

Time: ✅ 0.406µs (SLO: <10.000µs 📉 -95.9%)

Memory: ✅ 34.642MB (SLO: <35.500MB -2.4%)

✅ lower_aspect

Time: ✅ 2.273µs (SLO: <10.000µs 📉 -77.3%)

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%)

✅ lower_noaspect

Time: ✅ 0.368µs (SLO: <10.000µs 📉 -96.3%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

✅ lstrip_aspect

Time: ✅ 10.357µs (SLO: <20.000µs 📉 -48.2%)

Memory: ✅ 34.662MB (SLO: <35.500MB -2.4%)

✅ lstrip_noaspect

Time: ✅ 0.383µs (SLO: <10.000µs 📉 -96.2%)

Memory: ✅ 34.662MB (SLO: <35.000MB 🟡 -1.0%)

✅ modulo_aspect

Time: ✅ 0.594µs (SLO: <10.000µs 📉 -94.1%)

Memory: ✅ 34.662MB (SLO: <35.000MB 🟡 -1.0%)

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.257µs (SLO: <10.000µs 📉 -87.4%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

✅ modulo_aspect_for_bytes

Time: ✅ 0.747µs (SLO: <10.000µs 📉 -92.5%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 0.974µs (SLO: <10.000µs 📉 -90.3%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

✅ modulo_noaspect

Time: ✅ 0.631µs (SLO: <10.000µs 📉 -93.7%)

Memory: ✅ 34.603MB (SLO: <35.000MB 🟡 -1.1%)

✅ replace_aspect

Time: ✅ 4.669µs (SLO: <10.000µs 📉 -53.3%)

Memory: ✅ 34.642MB (SLO: <35.000MB 🟡 -1.0%)

✅ replace_noaspect

Time: ✅ 0.461µs (SLO: <10.000µs 📉 -95.4%)

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%)

✅ repr_aspect

Time: ✅ 0.912µs (SLO: <10.000µs 📉 -90.9%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

✅ repr_noaspect

Time: ✅ 0.420µs (SLO: <10.000µs 📉 -95.8%)

Memory: ✅ 34.603MB (SLO: <35.000MB 🟡 -1.1%)

✅ rstrip_aspect

Time: ✅ 10.828µs (SLO: <20.000µs 📉 -45.9%)

Memory: ✅ 34.701MB (SLO: <35.500MB -2.2%)

✅ rstrip_noaspect

Time: ✅ 0.384µs (SLO: <10.000µs 📉 -96.2%)

Memory: ✅ 34.642MB (SLO: <35.000MB 🟡 -1.0%)

✅ slice_aspect

Time: ✅ 0.480µs (SLO: <10.000µs 📉 -95.2%)

Memory: ✅ 34.642MB (SLO: <35.000MB 🟡 -1.0%)

✅ slice_noaspect

Time: ✅ 0.449µs (SLO: <10.000µs 📉 -95.5%)

Memory: ✅ 34.603MB (SLO: <35.000MB 🟡 -1.1%)

✅ stringio_aspect

Time: ✅ 2.179µs (SLO: <10.000µs 📉 -78.2%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

✅ stringio_noaspect

Time: ✅ 0.715µs (SLO: <10.000µs 📉 -92.9%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

✅ strip_aspect

Time: ✅ 10.922µs (SLO: <20.000µs 📉 -45.4%)

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%)

✅ strip_noaspect

Time: ✅ 0.385µs (SLO: <10.000µs 📉 -96.1%)

Memory: ✅ 34.642MB (SLO: <35.000MB 🟡 -1.0%)

✅ swapcase_aspect

Time: ✅ 2.457µs (SLO: <10.000µs 📉 -75.4%)

Memory: ✅ 34.603MB (SLO: <35.000MB 🟡 -1.1%)

✅ swapcase_noaspect

Time: ✅ 0.533µs (SLO: <10.000µs 📉 -94.7%)

Memory: ✅ 34.603MB (SLO: <35.000MB 🟡 -1.1%)

✅ title_aspect

Time: ✅ 2.407µs (SLO: <10.000µs 📉 -75.9%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

✅ title_noaspect

Time: ✅ 0.500µs (SLO: <10.000µs 📉 -95.0%)

Memory: ✅ 34.603MB (SLO: <35.000MB 🟡 -1.1%)

✅ translate_aspect

Time: ✅ 3.288µs (SLO: <10.000µs 📉 -67.1%)

Memory: ✅ 34.682MB (SLO: <35.000MB 🟡 -0.9%)

✅ translate_noaspect

Time: ✅ 1.038µs (SLO: <10.000µs 📉 -89.6%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

✅ upper_aspect

Time: ✅ 2.302µs (SLO: <10.000µs 📉 -77.0%)

Memory: ✅ 34.603MB (SLO: <35.000MB 🟡 -1.1%)

✅ upper_noaspect

Time: ✅ 0.368µs (SLO: <10.000µs 📉 -96.3%)

Memory: ✅ 34.642MB (SLO: <35.000MB 🟡 -1.0%)

🔵 iastaspectsospath - 24/24

🔵 No baseline data available for this suite

✅ ospathbasename_aspect

Time: ✅ 4.166µs (SLO: <10.000µs 📉 -58.3%)

Memory: ✅ 34.603MB (SLO: <35.000MB 🟡 -1.1%)

✅ ospathbasename_noaspect

Time: ✅ 1.085µs (SLO: <10.000µs 📉 -89.1%)

Memory: ✅ 34.603MB (SLO: <35.000MB 🟡 -1.1%)

✅ ospathjoin_aspect

Time: ✅ 6.050µs (SLO: <10.000µs 📉 -39.5%)

Memory: ✅ 34.603MB (SLO: <35.000MB 🟡 -1.1%)

✅ ospathjoin_noaspect

Time: ✅ 2.289µs (SLO: <10.000µs 📉 -77.1%)

Memory: ✅ 34.682MB (SLO: <35.000MB 🟡 -0.9%)

✅ ospathnormcase_aspect

Time: ✅ 3.475µs (SLO: <10.000µs 📉 -65.2%)

Memory: ✅ 34.603MB (SLO: <35.000MB 🟡 -1.1%)

✅ ospathnormcase_noaspect

Time: ✅ 0.575µs (SLO: <10.000µs 📉 -94.3%)

Memory: ✅ 34.603MB (SLO: <35.000MB 🟡 -1.1%)

✅ ospathsplit_aspect

Time: ✅ 4.835µs (SLO: <10.000µs 📉 -51.7%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

✅ ospathsplit_noaspect

Time: ✅ 1.593µs (SLO: <10.000µs 📉 -84.1%)

Memory: ✅ 34.603MB (SLO: <35.000MB 🟡 -1.1%)

✅ ospathsplitdrive_aspect

Time: ✅ 3.715µs (SLO: <10.000µs 📉 -62.8%)

Memory: ✅ 34.682MB (SLO: <35.000MB 🟡 -0.9%)

✅ ospathsplitdrive_noaspect

Time: ✅ 0.697µs (SLO: <10.000µs 📉 -93.0%)

Memory: ✅ 34.642MB (SLO: <35.000MB 🟡 -1.0%)

✅ ospathsplitext_aspect

Time: ✅ 4.570µs (SLO: <10.000µs 📉 -54.3%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

✅ ospathsplitext_noaspect

Time: ✅ 1.386µs (SLO: <10.000µs 📉 -86.1%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

🔵 iastaspectssplit - 12/12

🔵 No baseline data available for this suite

✅ rsplit_aspect

Time: ✅ 1.530µs (SLO: <10.000µs 📉 -84.7%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

✅ rsplit_noaspect

Time: ✅ 0.589µs (SLO: <10.000µs 📉 -94.1%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

✅ split_aspect

Time: ✅ 1.491µs (SLO: <10.000µs 📉 -85.1%)

Memory: ✅ 34.623MB (SLO: <35.000MB 🟡 -1.1%)

✅ split_noaspect

Time: ✅ 0.569µs (SLO: <10.000µs 📉 -94.3%)

Memory: ✅ 34.642MB (SLO: <35.000MB 🟡 -1.0%)

✅ splitlines_aspect

Time: ✅ 1.413µs (SLO: <10.000µs 📉 -85.9%)

Memory: ✅ 34.682MB (SLO: <35.000MB 🟡 -0.9%)

✅ splitlines_noaspect

Time: ✅ 0.588µs (SLO: <10.000µs 📉 -94.1%)

Memory: ✅ 34.662MB (SLO: <35.000MB 🟡 -1.0%)

🔵 iastpropagation - 8/8

🔵 No baseline data available for this suite

✅ no-propagation

Time: ✅ 49.667µs (SLO: <60.000µs 📉 -17.2%)

Memory: ✅ 34.623MB (SLO: <35.500MB -2.5%)

✅ propagation_enabled

Time: ✅ 146.338µs (SLO: <160.000µs -8.5%)

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%)

✅ propagation_enabled_100

Time: ✅ 1.555ms (SLO: <1.800ms 📉 -13.6%)

Memory: ✅ 34.682MB (SLO: <35.000MB 🟡 -0.9%)

✅ propagation_enabled_1000

Time: ✅ 28.852ms (SLO: <30.550ms -5.6%)

Memory: ✅ 34.642MB (SLO: <35.500MB -2.4%)

🔵 otelsdkspan - 24/24

🔵 No baseline data available for this suite

✅ add-event

Time: ✅ 40.308ms (SLO: <42.000ms -4.0%)

Memory: ✅ 31.850MB (SLO: <35.000MB -9.0%)

✅ add-link

Time: ✅ 36.187ms (SLO: <38.550ms -6.1%)

Memory: ✅ 31.909MB (SLO: <35.000MB -8.8%)

✅ add-metrics

Time: ✅ 219.087ms (SLO: <232.000ms -5.6%)

Memory: ✅ 31.890MB (SLO: <35.000MB -8.9%)

✅ add-tags

Time: ✅ 210.539ms (SLO: <221.600ms -5.0%)

Memory: ✅ 31.870MB (SLO: <35.000MB -8.9%)

✅ get-context

Time: ✅ 29.151ms (SLO: <31.300ms -6.9%)

Memory: ✅ 31.850MB (SLO: <35.000MB -9.0%)

✅ is-recording

Time: ✅ 28.991ms (SLO: <31.000ms -6.5%)

Memory: ✅ 31.850MB (SLO: <35.000MB -9.0%)

✅ record-exception

Time: ✅ 62.959ms (SLO: <65.850ms -4.4%)

Memory: ✅ 31.850MB (SLO: <35.000MB -9.0%)

✅ set-status

Time: ✅ 31.763ms (SLO: <34.150ms -7.0%)

Memory: ✅ 31.850MB (SLO: <35.000MB -9.0%)

✅ start

Time: ✅ 28.526ms (SLO: <30.150ms -5.4%)

Memory: ✅ 31.850MB (SLO: <35.000MB -9.0%)

✅ start-finish

Time: ✅ 33.980ms (SLO: <35.350ms -3.9%)

Memory: ✅ 31.870MB (SLO: <35.000MB -8.9%)

✅ start-finish-telemetry

Time: ✅ 33.676ms (SLO: <35.450ms -5.0%)

Memory: ✅ 31.870MB (SLO: <35.000MB -8.9%)

✅ update-name

Time: ✅ 31.023ms (SLO: <33.400ms -7.1%)

Memory: ✅ 31.870MB (SLO: <35.000MB -8.9%)

🔵 otelspan - 22/22

🔵 No baseline data available for this suite

✅ add-event

Time: ✅ 43.584ms (SLO: <47.150ms -7.6%)

Memory: ✅ 42.077MB (SLO: <42.500MB 🟡 -1.0%)

✅ add-metrics

Time: ✅ 318.975ms (SLO: <344.800ms -7.5%)

Memory: ✅ 559.378MB (SLO: <562.000MB 🟡 -0.5%)

✅ add-tags

Time: ✅ 290.403ms (SLO: <314.000ms -7.5%)

Memory: ✅ 560.800MB (SLO: <563.500MB 🟡 -0.5%)

✅ get-context

Time: ✅ 84.145ms (SLO: <92.350ms -8.9%)

Memory: ✅ 37.157MB (SLO: <38.000MB -2.2%)

✅ is-recording

Time: ✅ 41.726ms (SLO: <44.500ms -6.2%)

Memory: ✅ 41.533MB (SLO: <42.000MB 🟡 -1.1%)

✅ record-exception

Time: ✅ 60.472ms (SLO: <67.650ms 📉 -10.6%)

Memory: ✅ 37.615MB (SLO: <38.000MB 🟡 -1.0%)

✅ set-status

Time: ✅ 47.777ms (SLO: <50.400ms -5.2%)

Memory: ✅ 41.504MB (SLO: <42.000MB 🟡 -1.2%)

✅ start

Time: ✅ 40.903ms (SLO: <43.450ms -5.9%)

Memory: ✅ 41.556MB (SLO: <42.000MB 🟡 -1.1%)

✅ start-finish

Time: ✅ 81.200ms (SLO: <86.000ms -5.6%)

Memory: ✅ 31.575MB (SLO: <32.000MB 🟡 -1.3%)

✅ start-finish-telemetry

Time: ✅ 83.150ms (SLO: <86.000ms -3.3%)

Memory: ✅ 31.713MB (SLO: <32.000MB 🟡 -0.9%)

✅ update-name

Time: ✅ 42.708ms (SLO: <45.150ms -5.4%)

Memory: ✅ 41.881MB (SLO: <42.500MB 🟡 -1.5%)

🔵 packagespackageforrootmodulemapping - 4/4

🔵 No baseline data available for this suite

✅ cache_off

Time: ✅ 346.112ms (SLO: <354.300ms -2.3%)

Memory: ✅ 35.477MB (SLO: <38.000MB -6.6%)

✅ cache_on

Time: ✅ 0.382µs (SLO: <10.000µs 📉 -96.2%)

Memory: ✅ 33.634MB (SLO: <38.000MB 📉 -11.5%)

🔵 packagesupdateimporteddependencies - 24/24

🔵 No baseline data available for this suite

✅ import_many

Time: ✅ 154.776µs (SLO: <170.000µs -9.0%)

Memory: ✅ 34.117MB (SLO: <35.500MB -3.9%)

✅ import_many_cached

Time: ✅ 121.273µs (SLO: <130.000µs -6.7%)

Memory: ✅ 34.052MB (SLO: <35.500MB -4.1%)

✅ import_many_stdlib

Time: ✅ 1.619ms (SLO: <1.750ms -7.5%)

Memory: ✅ 34.181MB (SLO: <35.500MB -3.7%)

✅ import_many_stdlib_cached

Time: ✅ 0.979ms (SLO: <1.100ms 📉 -11.0%)

Memory: ✅ 34.294MB (SLO: <35.500MB -3.4%)

✅ import_many_unknown

Time: ✅ 837.314µs (SLO: <890.000µs -5.9%)

Memory: ✅ 34.210MB (SLO: <35.500MB -3.6%)

✅ import_many_unknown_cached

Time: ✅ 791.772µs (SLO: <870.000µs -9.0%)

Memory: ✅ 34.360MB (SLO: <35.500MB -3.2%)

✅ import_one

Time: ✅ 19.842µs (SLO: <30.000µs 📉 -33.9%)

Memory: ✅ 34.089MB (SLO: <35.500MB -4.0%)

✅ import_one_cache

Time: ✅ 6.276µs (SLO: <10.000µs 📉 -37.2%)

Memory: ✅ 34.038MB (SLO: <35.500MB -4.1%)

✅ import_one_stdlib

Time: ✅ 18.769µs (SLO: <20.000µs -6.2%)

Memory: ✅ 34.018MB (SLO: <35.500MB -4.2%)

✅ import_one_stdlib_cache

Time: ✅ 6.277µs (SLO: <10.000µs 📉 -37.2%)

Memory: ✅ 33.994MB (SLO: <35.500MB -4.2%)

✅ import_one_unknown

Time: ✅ 45.166µs (SLO: <50.000µs -9.7%)

Memory: ✅ 33.911MB (SLO: <35.500MB -4.5%)

✅ import_one_unknown_cache

Time: ✅ 6.302µs (SLO: <10.000µs 📉 -37.0%)

Memory: ✅ 34.012MB (SLO: <35.500MB -4.2%)

🔵 ratelimiter - 12/12

🔵 No baseline data available for this suite

✅ defaults

Time: ✅ 2.352µs (SLO: <10.000µs 📉 -76.5%)

Memory: ✅ 28.724MB (SLO: <31.000MB -7.3%)

✅ high_rate_limit

Time: ✅ 2.426µs (SLO: <10.000µs 📉 -75.7%)

Memory: ✅ 28.724MB (SLO: <31.000MB -7.3%)

✅ long_window

Time: ✅ 2.352µs (SLO: <10.000µs 📉 -76.5%)

Memory: ✅ 28.724MB (SLO: <31.000MB -7.3%)

✅ low_rate_limit

Time: ✅ 2.351µs (SLO: <10.000µs 📉 -76.5%)

Memory: ✅ 28.724MB (SLO: <31.000MB -7.3%)

✅ no_rate_limit

Time: ✅ 0.837µs (SLO: <10.000µs 📉 -91.6%)

Memory: ✅ 28.744MB (SLO: <31.000MB -7.3%)

✅ short_window

Time: ✅ 2.483µs (SLO: <10.000µs 📉 -75.2%)

Memory: ✅ 28.685MB (SLO: <31.000MB -7.5%)

🔵 recursivecomputation - 8/8

🔵 No baseline data available for this suite

✅ deep

Time: ✅ 308.615ms (SLO: <320.950ms -3.8%)

Memory: ✅ 29.904MB (SLO: <31.000MB -3.5%)

✅ deep-profiled

Time: ✅ 344.934ms (SLO: <359.150ms -4.0%)

Memory: ✅ 34.564MB (SLO: <35.500MB -2.6%)

✅ medium

Time: ✅ 7.014ms (SLO: <7.400ms -5.2%)

Memory: ✅ 29.098MB (SLO: <31.000MB -6.1%)

✅ shallow

Time: ✅ 0.942ms (SLO: <1.050ms 📉 -10.3%)

Memory: ✅ 29.098MB (SLO: <31.000MB -6.1%)

🔵 samplingrules - 8/8

🔵 No baseline data available for this suite

✅ average_match

Time: ✅ 273.883µs (SLO: <350.000µs 📉 -21.7%)

Memory: ✅ 29.098MB (SLO: <31.000MB -6.1%)

✅ high_match

Time: ✅ 447.696µs (SLO: <550.000µs 📉 -18.6%)

Memory: ✅ 29.098MB (SLO: <31.000MB -6.1%)

✅ low_match

Time: ✅ 109.556µs (SLO: <190.000µs 📉 -42.3%)

Memory: ✅ 431.406MB (SLO: <432.500MB 🟡 -0.3%)

✅ very_low_match

Time: ✅ 7.696ms (SLO: <9.150ms 📉 -15.9%)

Memory: ✅ 54.863MB (SLO: <55.000MB 🟡 -0.2%)

🔵 sethttpmeta - 32/32

🔵 No baseline data available for this suite

✅ all-disabled

Time: ✅ 12.302µs (SLO: <20.000µs 📉 -38.5%)

Memory: ✅ 29.550MB (SLO: <31.000MB -4.7%)

✅ all-enabled

Time: ✅ 42.090µs (SLO: <50.000µs 📉 -15.8%)

Memory: ✅ 29.511MB (SLO: <31.000MB -4.8%)

✅ collectipvariant_exists

Time: ✅ 42.544µs (SLO: <50.000µs 📉 -14.9%)

Memory: ✅ 29.590MB (SLO: <31.000MB -4.5%)

✅ no-collectipvariant

Time: ✅ 41.922µs (SLO: <50.000µs 📉 -16.2%)

Memory: ✅ 29.550MB (SLO: <31.000MB -4.7%)

✅ no-useragentvariant

Time: ✅ 40.715µs (SLO: <50.000µs 📉 -18.6%)

Memory: ✅ 29.531MB (SLO: <31.000MB -4.7%)

✅ obfuscation-no-query

Time: ✅ 43.015µs (SLO: <50.000µs 📉 -14.0%)

Memory: ✅ 29.570MB (SLO: <31.000MB -4.6%)

✅ obfuscation-regular-case-explicit-query

Time: ✅ 78.945µs (SLO: <90.000µs 📉 -12.3%)

Memory: ✅ 29.943MB (SLO: <31.000MB -3.4%)

✅ obfuscation-regular-case-implicit-query

Time: ✅ 79.615µs (SLO: <90.000µs 📉 -11.5%)

Memory: ✅ 29.983MB (SLO: <31.000MB -3.3%)

✅ obfuscation-send-querystring-disabled

Time: ✅ 157.312µs (SLO: <170.000µs -7.5%)

Memory: ✅ 29.943MB (SLO: <31.000MB -3.4%)

✅ obfuscation-worst-case-explicit-query

Time: ✅ 151.592µs (SLO: <160.000µs -5.3%)

Memory: ✅ 29.963MB (SLO: <31.000MB -3.3%)

✅ obfuscation-worst-case-implicit-query

Time: ✅ 157.760µs (SLO: <170.000µs -7.2%)

Memory: ✅ 30.022MB (SLO: <31.000MB -3.2%)

✅ useragentvariant_exists_1

Time: ✅ 42.238µs (SLO: <50.000µs 📉 -15.5%)

Memory: ✅ 29.590MB (SLO: <31.000MB -4.5%)

✅ useragentvariant_exists_2

Time: ✅ 42.438µs (SLO: <50.000µs 📉 -15.1%)

Memory: ✅ 29.550MB (SLO: <31.000MB -4.7%)

✅ useragentvariant_exists_3

Time: ✅ 41.928µs (SLO: <50.000µs 📉 -16.1%)

Memory: ✅ 29.531MB (SLO: <31.000MB -4.7%)

✅ useragentvariant_not_exists_1

Time: ✅ 41.416µs (SLO: <50.000µs 📉 -17.2%)

Memory: ✅ 29.629MB (SLO: <31.000MB -4.4%)

✅ useragentvariant_not_exists_2

Time: ✅ 41.390µs (SLO: <50.000µs 📉 -17.2%)

Memory: ✅ 29.531MB (SLO: <31.000MB -4.7%)

🔵 span - 26/26

🔵 No baseline data available for this suite

✅ add-event

Time: ✅ 23.031ms (SLO: <26.200ms 📉 -12.1%)

Memory: ✅ 48.487MB (SLO: <49.000MB 🟡 -1.0%)

✅ add-metrics

Time: ✅ 89.982ms (SLO: <98.350ms -8.5%)

Memory: ✅ 614.519MB (SLO: <961.000MB 📉 -36.1%)

✅ add-tags

Time: ✅ 150.569ms (SLO: <168.550ms 📉 -10.7%)

Memory: ✅ 615.127MB (SLO: <962.500MB 📉 -36.1%)

✅ get-context

Time: ✅ 21.430ms (SLO: <23.700ms -9.6%)

Memory: ✅ 47.310MB (SLO: <47.500MB 🟡 -0.4%)

✅ is-recording

Time: ✅ 21.505ms (SLO: <23.900ms 📉 -10.0%)

Memory: ✅ 47.312MB (SLO: <47.500MB 🟡 -0.4%)

✅ record-exception

Time: ✅ 40.832ms (SLO: <44.500ms -8.2%)

Memory: ✅ 40.341MB (SLO: <40.500MB 🟡 -0.4%)

✅ set-status

Time: ✅ 23.210ms (SLO: <26.000ms 📉 -10.7%)

Memory: ✅ 47.311MB (SLO: <47.500MB 🟡 -0.4%)

✅ start

Time: ✅ 21.026ms (SLO: <23.500ms 📉 -10.5%)

Memory: ✅ 47.297MB (SLO: <47.500MB 🟡 -0.4%)

✅ start-finish

Time: ✅ 50.389ms (SLO: <52.500ms -4.0%)

Memory: ✅ 29.098MB (SLO: <31.000MB -6.1%)

✅ start-finish-telemetry

Time: ✅ 51.794ms (SLO: <55.300ms -6.3%)

Memory: ✅ 29.098MB (SLO: <31.000MB -6.1%)

✅ start-finish-traceid128

Time: ✅ 54.039ms (SLO: <56.050ms -3.6%)

Memory: ✅ 29.098MB (SLO: <31.000MB -6.1%)

✅ start-traceid128

Time: ✅ 21.503ms (SLO: <24.600ms 📉 -12.6%)

Memory: ✅ 47.313MB (SLO: <47.500MB 🟡 -0.4%)

✅ update-name

Time: ✅ 21.942ms (SLO: <24.100ms -9.0%)

Memory: ✅ 47.770MB (SLO: <48.000MB 🟡 -0.5%)

🔵 telemetryaddmetric - 30/30

🔵 No baseline data available for this suite

✅ 1-count-metric-1-times

Time: ✅ 3.148µs (SLO: <10.000µs 📉 -68.5%)

Memory: ✅ 29.078MB (SLO: <31.000MB -6.2%)

✅ 1-count-metrics-100-times

Time: ✅ 208.761µs (SLO: <240.000µs 📉 -13.0%)

Memory: ✅ 29.177MB (SLO: <31.000MB -5.9%)

✅ 1-distribution-metric-1-times

Time: ✅ 3.219µs (SLO: <10.000µs 📉 -67.8%)

Memory: ✅ 29.078MB (SLO: <31.000MB -6.2%)

✅ 1-distribution-metrics-100-times

Time: ✅ 191.780µs (SLO: <210.000µs -8.7%)

Memory: ✅ 29.118MB (SLO: <31.000MB -6.1%)

✅ 1-gauge-metric-1-times

Time: ✅ 2.078µs (SLO: <10.000µs 📉 -79.2%)

Memory: ✅ 29.177MB (SLO: <31.000MB -5.9%)

✅ 1-gauge-metrics-100-times

Time: ✅ 123.594µs (SLO: <140.000µs 📉 -11.7%)

Memory: ✅ 29.098MB (SLO: <31.000MB -6.1%)

✅ 1-rate-metric-1-times

Time: ✅ 3.155µs (SLO: <10.000µs 📉 -68.4%)

Memory: ✅ 29.078MB (SLO: <31.000MB -6.2%)

✅ 1-rate-metrics-100-times

Time: ✅ 209.663µs (SLO: <230.000µs -8.8%)

Memory: ✅ 29.098MB (SLO: <31.000MB -6.1%)

✅ 100-count-metrics-100-times

Time: ✅ 21.133ms (SLO: <22.500ms -6.1%)

Memory: ✅ 29.078MB (SLO: <31.000MB -6.2%)

✅ 100-distribution-metrics-100-times

Time: ✅ 1.982ms (SLO: <2.100ms -5.6%)

Memory: ✅ 29.059MB (SLO: <31.000MB -6.3%)

✅ 100-gauge-metrics-100-times

Time: ✅ 1.269ms (SLO: <1.400ms -9.4%)

Memory: ✅ 29.078MB (SLO: <31.000MB -6.2%)

✅ 100-rate-metrics-100-times

Time: ✅ 2.160ms (SLO: <2.400ms 📉 -10.0%)

Memory: ✅ 29.098MB (SLO: <31.000MB -6.1%)

✅ flush-1-metric

Time: ✅ 4.215µs (SLO: <10.000µs 📉 -57.8%)

Memory: ✅ 29.098MB (SLO: <31.000MB -6.1%)

✅ flush-100-metrics

Time: ✅ 180.791µs (SLO: <200.000µs -9.6%)

Memory: ✅ 29.196MB (SLO: <31.000MB -5.8%)

✅ flush-1000-metrics

Time: ✅ 2.205ms (SLO: <2.350ms -6.2%)

Memory: ✅ 30.297MB (SLO: <31.000MB -2.3%)

🔵 tracer - 6/6

🔵 No baseline data available for this suite

✅ large

Time: ✅ 29.674ms (SLO: <32.950ms -9.9%)

Memory: ✅ 30.278MB (SLO: <31.000MB -2.3%)

✅ medium

Time: ✅ 2.922ms (SLO: <3.200ms -8.7%)

Memory: ✅ 29.098MB (SLO: <31.000MB -6.1%)

✅ small

Time: ✅ 331.585µs (SLO: <370.000µs 📉 -10.4%)

Memory: ✅ 29.098MB (SLO: <31.000MB -6.1%)

@Yun-Kim Yun-Kim force-pushed the yunkim/crewai-flow branch from 02c9c18 to c28dfbf Compare July 29, 2025 18:54
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