chore(writer): move forksafe hooks to writer #15458

VianneyRuhlmann · 2025-11-28T15:26:32Z

Description

Move forksafe hooks to the writer following what's done in the LLMObs service.

This requires stop_service to always be called before dropping the writer as the hooks will prevent the writer from being dropped.

Testing

Risks

Additional Notes

github-actions · 2025-11-28T15:27:03Z

CODEOWNERS have been resolved as:

ddtrace/_trace/tracer.py                                                @DataDog/apm-sdk-capabilities-python
ddtrace/internal/writer/writer.py                                       @DataDog/apm-core-python

github-actions · 2025-11-28T15:53:41Z

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 255 ± 3 ms.

The average import time from base is: 257 ± 3 ms.

The import time difference between this PR and base is: -2.4 ± 0.1 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 2.668 ms (1.05%)

ddtrace 1.365 ms (0.54%)

ddtrace._logger 0.680 ms (0.27%)

ddtrace.internal.telemetry 0.680 ms (0.27%)

ddtrace.internal.telemetry.writer 0.680 ms (0.27%)

ddtrace.internal.utils.version 0.680 ms (0.27%)

ddtrace.version 0.680 ms (0.27%)

ddtrace.internal._unpatched 0.029 ms (0.01%)

json 0.029 ms (0.01%)

json.decoder 0.029 ms (0.01%)

re 0.029 ms (0.01%)

enum 0.029 ms (0.01%)

types 0.029 ms (0.01%)

ddtrace.bootstrap.sitecustomize 1.303 ms (0.51%)

ddtrace.bootstrap.preload 1.303 ms (0.51%)

ddtrace.internal.remoteconfig.client 0.663 ms (0.26%)

pr-commenter · 2025-11-28T16:09:04Z

Performance SLOs

Comparing candidate vianney/fix-llmobs-flakyness (2fe9e3c) with baseline main (701a90d)

❌ Test Failures (1 suite)

❌ telemetryaddmetric - 29/30

✅ 1-count-metric-1-times

Time: ✅ 3.347µs (SLO: <20.000µs 📉 -83.3%) vs baseline: 📈 +14.9%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.9%

✅ 1-count-metrics-100-times

Time: ✅ 203.443µs (SLO: <220.000µs -7.5%) vs baseline: +0.8%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +5.2%

✅ 1-distribution-metric-1-times

Time: ✅ 3.276µs (SLO: <20.000µs 📉 -83.6%) vs baseline: -0.9%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +4.5%

✅ 1-distribution-metrics-100-times

Time: ✅ 216.508µs (SLO: <230.000µs -5.9%) vs baseline: -0.4%

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +5.0%

✅ 1-gauge-metric-1-times

Time: ✅ 2.158µs (SLO: <20.000µs 📉 -89.2%) vs baseline: -0.9%

Memory: ✅ 34.701MB (SLO: <35.500MB -2.2%) vs baseline: +4.7%

✅ 1-gauge-metrics-100-times

Time: ✅ 136.615µs (SLO: <150.000µs -8.9%) vs baseline: +0.6%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.2%

✅ 1-rate-metric-1-times

Time: ✅ 3.055µs (SLO: <20.000µs 📉 -84.7%) vs baseline: -1.0%

Memory: ✅ 34.662MB (SLO: <35.500MB -2.4%) vs baseline: +4.3%

✅ 1-rate-metrics-100-times

Time: ✅ 215.307µs (SLO: <250.000µs 📉 -13.9%) vs baseline: -0.2%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +5.3%

✅ 100-count-metrics-100-times

Time: ✅ 20.282ms (SLO: <22.000ms -7.8%) vs baseline: +0.4%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +5.2%

❌ 100-distribution-metrics-100-times

Time: ❌ 2.313ms (SLO: <2.300ms +0.6%) vs baseline: +1.9%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.9%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.413ms (SLO: <1.550ms -8.9%) vs baseline: +0.7%

Memory: ✅ 34.701MB (SLO: <35.500MB -2.2%) vs baseline: +4.5%

✅ 100-rate-metrics-100-times

Time: ✅ 2.231ms (SLO: <2.550ms 📉 -12.5%) vs baseline: -0.2%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.0%

✅ flush-1-metric

Time: ✅ 4.546µs (SLO: <20.000µs 📉 -77.3%) vs baseline: ~same

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +4.9%

✅ flush-100-metrics

Time: ✅ 173.263µs (SLO: <250.000µs 📉 -30.7%) vs baseline: -0.9%

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +4.8%

✅ flush-1000-metrics

Time: ✅ 2.185ms (SLO: <2.500ms 📉 -12.6%) vs baseline: -0.8%

Memory: ✅ 35.881MB (SLO: <36.500MB 🟡 -1.7%) vs baseline: +4.7%

📈 Performance Regressions (1 suite)

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 5.128µs (SLO: <10.000µs 📉 -48.7%) vs baseline: 📈 +25.3%

Memory: ✅ 40.226MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +5.0%

✅ ospathbasename_noaspect

Time: ✅ 1.086µs (SLO: <10.000µs 📉 -89.1%) vs baseline: -0.1%

Memory: ✅ 40.226MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +5.0%

✅ ospathjoin_aspect

Time: ✅ 6.129µs (SLO: <10.000µs 📉 -38.7%) vs baseline: -0.8%

Memory: ✅ 40.088MB (SLO: <41.000MB -2.2%) vs baseline: +4.7%

✅ ospathjoin_noaspect

Time: ✅ 2.289µs (SLO: <10.000µs 📉 -77.1%) vs baseline: ~same

Memory: ✅ 40.226MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +5.0%

✅ ospathnormcase_aspect

Time: ✅ 3.406µs (SLO: <10.000µs 📉 -65.9%) vs baseline: -1.1%

Memory: ✅ 40.285MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +5.1%

✅ ospathnormcase_noaspect

Time: ✅ 0.563µs (SLO: <10.000µs 📉 -94.4%) vs baseline: -1.5%

Memory: ✅ 40.423MB (SLO: <41.000MB 🟡 -1.4%) vs baseline: +5.5%

✅ ospathsplit_aspect

Time: ✅ 4.686µs (SLO: <10.000µs 📉 -53.1%) vs baseline: -1.2%

Memory: ✅ 40.167MB (SLO: <41.000MB -2.0%) vs baseline: +5.0%

✅ ospathsplit_noaspect

Time: ✅ 1.587µs (SLO: <10.000µs 📉 -84.1%) vs baseline: -1.0%

Memory: ✅ 40.069MB (SLO: <41.000MB -2.3%) vs baseline: +4.5%

✅ ospathsplitdrive_aspect

Time: ✅ 3.606µs (SLO: <10.000µs 📉 -63.9%) vs baseline: -0.9%

Memory: ✅ 40.147MB (SLO: <41.000MB -2.1%) vs baseline: +4.6%

✅ ospathsplitdrive_noaspect

Time: ✅ 0.696µs (SLO: <10.000µs 📉 -93.0%) vs baseline: -1.6%

Memory: ✅ 40.167MB (SLO: <41.000MB -2.0%) vs baseline: +4.5%

✅ ospathsplitext_aspect

Time: ✅ 4.492µs (SLO: <10.000µs 📉 -55.1%) vs baseline: -0.2%

Memory: ✅ 40.305MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +5.0%

✅ ospathsplitext_noaspect

Time: ✅ 1.380µs (SLO: <10.000µs 📉 -86.2%) vs baseline: -0.6%

Memory: ✅ 40.285MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +4.9%

🟡 Near SLO Breach (16 suites)

🟡 coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.262µs (SLO: <20.000µs 📉 -33.7%) vs baseline: -0.7%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.0%

✅ context_with_data_no_listeners

Time: ✅ 3.300µs (SLO: <10.000µs 📉 -67.0%) vs baseline: +0.8%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.7%

✅ get_item_exists

Time: ✅ 0.576µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -1.1%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.2%

✅ get_item_missing

Time: ✅ 0.638µs (SLO: <10.000µs 📉 -93.6%) vs baseline: +0.4%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.6%

✅ set_item

Time: ✅ 24.476µs (SLO: <30.000µs 📉 -18.4%) vs baseline: +0.8%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.8%

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 19.659ms (SLO: <22.300ms 📉 -11.8%) vs baseline: +0.7%

Memory: ✅ 67.849MB (SLO: <70.500MB -3.8%) vs baseline: +4.3%

✅ exception-replay-enabled

Time: ✅ 1.358ms (SLO: <1.450ms -6.3%) vs baseline: -0.4%

Memory: ✅ 66.120MB (SLO: <67.500MB -2.0%) vs baseline: +4.9%

✅ iast

Time: ✅ 19.622ms (SLO: <22.250ms 📉 -11.8%) vs baseline: -0.2%

Memory: ✅ 67.731MB (SLO: <70.000MB -3.2%) vs baseline: +4.3%

✅ profiler

Time: ✅ 15.434ms (SLO: <16.550ms -6.7%) vs baseline: ~same

Memory: ✅ 56.370MB (SLO: <57.500MB 🟡 -2.0%) vs baseline: +5.2%

✅ resource-renaming

Time: ✅ 19.420ms (SLO: <21.750ms 📉 -10.7%) vs baseline: -0.5%

Memory: ✅ 67.830MB (SLO: <70.500MB -3.8%) vs baseline: +4.5%

✅ span-code-origin

Time: ✅ 20.017ms (SLO: <28.200ms 📉 -29.0%) vs baseline: 📉 -14.2%

Memory: ✅ 68.016MB (SLO: <71.000MB -4.2%) vs baseline: +2.7%

✅ tracer

Time: ✅ 19.560ms (SLO: <21.750ms 📉 -10.1%) vs baseline: +0.3%

Memory: ✅ 67.830MB (SLO: <70.000MB -3.1%) vs baseline: +4.4%

✅ tracer-and-profiler

Time: ✅ 21.267ms (SLO: <23.500ms -9.5%) vs baseline: -0.2%

Memory: ✅ 69.265MB (SLO: <71.000MB -2.4%) vs baseline: +4.9%

✅ tracer-dont-create-db-spans

Time: ✅ 19.607ms (SLO: <21.500ms -8.8%) vs baseline: ~same

Memory: ✅ 67.731MB (SLO: <70.000MB -3.2%) vs baseline: +4.2%

✅ tracer-minimal

Time: ✅ 16.763ms (SLO: <17.500ms -4.2%) vs baseline: -0.3%

Memory: ✅ 67.927MB (SLO: <70.000MB -3.0%) vs baseline: +5.0%

✅ tracer-native

Time: ✅ 19.470ms (SLO: <21.750ms 📉 -10.5%) vs baseline: -0.4%

Memory: ✅ 67.790MB (SLO: <72.500MB -6.5%) vs baseline: +4.3%

✅ tracer-no-caches

Time: ✅ 17.524ms (SLO: <19.650ms 📉 -10.8%) vs baseline: -0.6%

Memory: ✅ 67.829MB (SLO: <70.000MB -3.1%) vs baseline: +4.8%

✅ tracer-no-databases

Time: ✅ 19.047ms (SLO: <20.100ms -5.2%) vs baseline: -0.3%

Memory: ✅ 67.751MB (SLO: <70.000MB -3.2%) vs baseline: +4.9%

✅ tracer-no-middleware

Time: ✅ 19.283ms (SLO: <21.500ms 📉 -10.3%) vs baseline: -0.2%

Memory: ✅ 67.889MB (SLO: <70.000MB -3.0%) vs baseline: +4.9%

✅ tracer-no-templates

Time: ✅ 19.679ms (SLO: <22.000ms 📉 -10.6%) vs baseline: +1.8%

Memory: ✅ 67.845MB (SLO: <70.500MB -3.8%) vs baseline: +5.0%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.361ms (SLO: <19.850ms 📉 -17.6%) vs baseline: ~same

Memory: ✅ 69.797MB (SLO: <70.000MB 🟡 -0.3%) vs baseline: +5.0%

✅ errortracking-enabled-user

Time: ✅ 16.337ms (SLO: <19.400ms 📉 -15.8%) vs baseline: ~same

Memory: ✅ 69.767MB (SLO: <70.000MB 🟡 -0.3%) vs baseline: +4.9%

✅ tracer-enabled

Time: ✅ 16.345ms (SLO: <19.450ms 📉 -16.0%) vs baseline: -0.1%

Memory: ✅ 69.783MB (SLO: <70.000MB 🟡 -0.3%) vs baseline: +4.9%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 3.387ms (SLO: <4.750ms 📉 -28.7%) vs baseline: +0.2%

Memory: ✅ 55.502MB (SLO: <66.500MB 📉 -16.5%) vs baseline: +4.8%

✅ appsec-post

Time: ✅ 2.856ms (SLO: <6.750ms 📉 -57.7%) vs baseline: ~same

Memory: ✅ 55.797MB (SLO: <66.500MB 📉 -16.1%) vs baseline: +4.8%

✅ appsec-telemetry

Time: ✅ 3.407ms (SLO: <4.750ms 📉 -28.3%) vs baseline: +1.2%

Memory: ✅ 55.443MB (SLO: <66.500MB 📉 -16.6%) vs baseline: +4.8%

✅ debugger

Time: ✅ 1.869ms (SLO: <2.000ms -6.6%) vs baseline: ~same

Memory: ✅ 47.879MB (SLO: <49.500MB -3.3%) vs baseline: +4.8%

✅ iast-get

Time: ✅ 1.859ms (SLO: <2.000ms -7.1%) vs baseline: -0.1%

Memory: ✅ 44.516MB (SLO: <49.000MB -9.2%) vs baseline: +4.3%

✅ profiler

Time: ✅ 1.904ms (SLO: <2.100ms -9.3%) vs baseline: ~same

Memory: ✅ 48.823MB (SLO: <50.000MB -2.4%) vs baseline: +4.8%

✅ resource-renaming

Time: ✅ 3.353ms (SLO: <3.650ms -8.1%) vs baseline: -0.3%

Memory: ✅ 55.483MB (SLO: <56.000MB 🟡 -0.9%) vs baseline: +5.1%

✅ tracer

Time: ✅ 3.373ms (SLO: <3.650ms -7.6%) vs baseline: +0.2%

Memory: ✅ 55.446MB (SLO: <56.500MB 🟡 -1.9%) vs baseline: +4.9%

✅ tracer-native

Time: ✅ 3.369ms (SLO: <3.650ms -7.7%) vs baseline: -0.2%

Memory: ✅ 55.481MB (SLO: <60.000MB -7.5%) vs baseline: +4.8%

🟡 flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 2.058ms (SLO: <4.200ms 📉 -51.0%) vs baseline: ~same

Memory: ✅ 55.424MB (SLO: <66.000MB 📉 -16.0%) vs baseline: +4.9%

✅ iast-enabled

Time: ✅ 2.062ms (SLO: <2.800ms 📉 -26.4%) vs baseline: -0.2%

Memory: ✅ 55.443MB (SLO: <62.500MB 📉 -11.3%) vs baseline: +5.0%

✅ tracer-enabled

Time: ✅ 2.060ms (SLO: <2.250ms -8.4%) vs baseline: ~same

Memory: ✅ 55.404MB (SLO: <56.500MB 🟡 -1.9%) vs baseline: +4.9%

🟡 httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.343µs (SLO: <100.000µs 📉 -18.7%) vs baseline: +0.3%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +5.2%

✅ b3_headers

Time: ✅ 14.133µs (SLO: <20.000µs 📉 -29.3%) vs baseline: -0.3%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +5.2%

✅ b3_single_headers

Time: ✅ 13.277µs (SLO: <20.000µs 📉 -33.6%) vs baseline: -0.9%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.0%

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 63.920µs (SLO: <80.000µs 📉 -20.1%) vs baseline: +0.3%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +5.0%

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 69.758µs (SLO: <80.000µs 📉 -12.8%) vs baseline: +5.1%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.6%

✅ empty_headers

Time: ✅ 1.618µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +1.0%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.8%

✅ full_t_id_datadog_headers

Time: ✅ 22.412µs (SLO: <30.000µs 📉 -25.3%) vs baseline: +0.3%

Memory: ✅ 34.701MB (SLO: <35.500MB -2.2%) vs baseline: +4.3%

✅ invalid_priority_header

Time: ✅ 6.539µs (SLO: <10.000µs 📉 -34.6%) vs baseline: +0.9%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.0%

✅ invalid_span_id_header

Time: ✅ 6.554µs (SLO: <10.000µs 📉 -34.5%) vs baseline: +0.3%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +5.2%

✅ invalid_tags_header

Time: ✅ 6.547µs (SLO: <10.000µs 📉 -34.5%) vs baseline: +0.9%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.9%

✅ invalid_trace_id_header

Time: ✅ 6.509µs (SLO: <10.000µs 📉 -34.9%) vs baseline: +0.1%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +5.0%

✅ large_header_no_matches

Time: ✅ 27.697µs (SLO: <30.000µs -7.7%) vs baseline: +0.6%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +4.4%

✅ large_valid_headers_all

Time: ✅ 28.900µs (SLO: <40.000µs 📉 -27.8%) vs baseline: +1.1%

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +4.9%

✅ medium_header_no_matches

Time: ✅ 9.879µs (SLO: <20.000µs 📉 -50.6%) vs baseline: +0.1%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.4%

✅ medium_valid_headers_all

Time: ✅ 11.312µs (SLO: <20.000µs 📉 -43.4%) vs baseline: -0.1%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.9%

✅ none_propagation_style

Time: ✅ 1.713µs (SLO: <10.000µs 📉 -82.9%) vs baseline: ~same

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.0%

✅ tracecontext_headers

Time: ✅ 34.617µs (SLO: <40.000µs 📉 -13.5%) vs baseline: ~same

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +5.2%

✅ valid_headers_all

Time: ✅ 6.523µs (SLO: <10.000µs 📉 -34.8%) vs baseline: +0.2%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.1%

✅ valid_headers_basic

Time: ✅ 6.089µs (SLO: <10.000µs 📉 -39.1%) vs baseline: +0.5%

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +4.4%

✅ wsgi_empty_headers

Time: ✅ 1.621µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +1.7%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.7%

✅ wsgi_invalid_priority_header

Time: ✅ 6.561µs (SLO: <10.000µs 📉 -34.4%) vs baseline: ~same

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.7%

✅ wsgi_invalid_span_id_header

Time: ✅ 1.606µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.7%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.7%

✅ wsgi_invalid_tags_header

Time: ✅ 6.574µs (SLO: <10.000µs 📉 -34.3%) vs baseline: -0.6%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.7%

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.562µs (SLO: <10.000µs 📉 -34.4%) vs baseline: +0.3%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.9%

✅ wsgi_large_header_no_matches

Time: ✅ 28.796µs (SLO: <40.000µs 📉 -28.0%) vs baseline: ~same

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.9%

✅ wsgi_large_valid_headers_all

Time: ✅ 29.976µs (SLO: <40.000µs 📉 -25.1%) vs baseline: +0.5%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.0%

✅ wsgi_medium_header_no_matches

Time: ✅ 10.232µs (SLO: <20.000µs 📉 -48.8%) vs baseline: -0.8%

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +5.1%

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.760µs (SLO: <20.000µs 📉 -41.2%) vs baseline: +0.4%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.9%

✅ wsgi_valid_headers_all

Time: ✅ 6.576µs (SLO: <10.000µs 📉 -34.2%) vs baseline: +0.3%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +5.0%

✅ wsgi_valid_headers_basic

Time: ✅ 6.113µs (SLO: <10.000µs 📉 -38.9%) vs baseline: +0.6%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +4.9%

🟡 httppropagationinject - 16/16

✅ ids_only

Time: ✅ 22.057µs (SLO: <30.000µs 📉 -26.5%) vs baseline: +3.8%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.3%

✅ with_all

Time: ✅ 27.963µs (SLO: <40.000µs 📉 -30.1%) vs baseline: +0.2%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +4.4%

✅ with_dd_origin

Time: ✅ 24.969µs (SLO: <30.000µs 📉 -16.8%) vs baseline: +0.3%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.8%

✅ with_priority_and_origin

Time: ✅ 24.320µs (SLO: <40.000µs 📉 -39.2%) vs baseline: -0.4%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.9%

✅ with_sampling_priority

Time: ✅ 21.147µs (SLO: <30.000µs 📉 -29.5%) vs baseline: -0.3%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.8%

✅ with_tags

Time: ✅ 26.052µs (SLO: <40.000µs 📉 -34.9%) vs baseline: ~same

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.2%

✅ with_tags_invalid

Time: ✅ 27.456µs (SLO: <40.000µs 📉 -31.4%) vs baseline: ~same

Memory: ✅ 34.898MB (SLO: <35.500MB 🟡 -1.7%) vs baseline: +5.2%

✅ with_tags_max_size

Time: ✅ 26.544µs (SLO: <40.000µs 📉 -33.6%) vs baseline: -0.2%

Memory: ✅ 34.780MB (SLO: <35.500MB -2.0%) vs baseline: +5.0%

🟡 iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 33.997µs (SLO: <40.000µs 📉 -15.0%) vs baseline: +6.4%

Memory: ✅ 40.128MB (SLO: <41.000MB -2.1%) vs baseline: +4.5%

✅ re_expand_noaspect

Time: ✅ 28.421µs (SLO: <40.000µs 📉 -28.9%) vs baseline: -1.4%

Memory: ✅ 40.069MB (SLO: <41.000MB -2.3%) vs baseline: +4.4%

✅ re_findall_aspect

Time: ✅ 2.922µs (SLO: <10.000µs 📉 -70.8%) vs baseline: +0.3%

Memory: ✅ 40.167MB (SLO: <41.000MB -2.0%) vs baseline: +4.7%

✅ re_findall_noaspect

Time: ✅ 1.413µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -0.9%

Memory: ✅ 40.246MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +5.1%

✅ re_finditer_aspect

Time: ✅ 4.497µs (SLO: <10.000µs 📉 -55.0%) vs baseline: -0.3%

Memory: ✅ 40.187MB (SLO: <41.000MB 🟡 -2.0%) vs baseline: +4.7%

✅ re_finditer_noaspect

Time: ✅ 1.412µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -0.9%

Memory: ✅ 40.128MB (SLO: <41.000MB -2.1%) vs baseline: +4.7%

✅ re_fullmatch_aspect

Time: ✅ 2.720µs (SLO: <10.000µs 📉 -72.8%) vs baseline: ~same

Memory: ✅ 40.187MB (SLO: <41.000MB 🟡 -2.0%) vs baseline: +4.5%

✅ re_fullmatch_noaspect

Time: ✅ 1.301µs (SLO: <10.000µs 📉 -87.0%) vs baseline: +0.4%

Memory: ✅ 40.088MB (SLO: <41.000MB -2.2%) vs baseline: +4.4%

✅ re_group_aspect

Time: ✅ 2.994µs (SLO: <10.000µs 📉 -70.1%) vs baseline: -0.4%

Memory: ✅ 40.305MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +5.0%

✅ re_group_noaspect

Time: ✅ 1.622µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +0.5%

Memory: ✅ 40.206MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +4.8%

✅ re_groups_aspect

Time: ✅ 3.110µs (SLO: <10.000µs 📉 -68.9%) vs baseline: -0.2%

Memory: ✅ 40.167MB (SLO: <41.000MB -2.0%) vs baseline: +4.9%

✅ re_groups_noaspect

Time: ✅ 1.699µs (SLO: <10.000µs 📉 -83.0%) vs baseline: +0.5%

Memory: ✅ 40.187MB (SLO: <41.000MB 🟡 -2.0%) vs baseline: +4.7%

✅ re_match_aspect

Time: ✅ 2.736µs (SLO: <10.000µs 📉 -72.6%) vs baseline: -1.2%

Memory: ✅ 40.226MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +4.8%

✅ re_match_noaspect

Time: ✅ 1.301µs (SLO: <10.000µs 📉 -87.0%) vs baseline: -0.2%

Memory: ✅ 40.344MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +5.2%

✅ re_search_aspect

Time: ✅ 2.589µs (SLO: <10.000µs 📉 -74.1%) vs baseline: +0.7%

Memory: ✅ 40.246MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +5.1%

✅ re_search_noaspect

Time: ✅ 1.199µs (SLO: <10.000µs 📉 -88.0%) vs baseline: ~same

Memory: ✅ 40.128MB (SLO: <41.000MB -2.1%) vs baseline: +4.3%

✅ re_sub_aspect

Time: ✅ 3.472µs (SLO: <10.000µs 📉 -65.3%) vs baseline: +1.3%

Memory: ✅ 40.088MB (SLO: <41.000MB -2.2%) vs baseline: +4.5%

✅ re_sub_noaspect

Time: ✅ 1.531µs (SLO: <10.000µs 📉 -84.7%) vs baseline: +0.2%

Memory: ✅ 40.128MB (SLO: <41.000MB -2.1%) vs baseline: +4.9%

✅ re_subn_aspect

Time: ✅ 3.661µs (SLO: <10.000µs 📉 -63.4%) vs baseline: -0.8%

Memory: ✅ 40.187MB (SLO: <41.000MB 🟡 -2.0%) vs baseline: +4.8%

✅ re_subn_noaspect

Time: ✅ 1.615µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +1.2%

Memory: ✅ 40.206MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +4.9%

🟡 iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.560µs (SLO: <10.000µs 📉 -84.4%) vs baseline: +8.4%

Memory: ✅ 40.265MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.9%

✅ rsplit_noaspect

Time: ✅ 0.582µs (SLO: <10.000µs 📉 -94.2%) vs baseline: ~same

Memory: ✅ 40.285MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +5.4%

✅ split_aspect

Time: ✅ 1.427µs (SLO: <10.000µs 📉 -85.7%) vs baseline: +1.4%

Memory: ✅ 40.108MB (SLO: <41.000MB -2.2%) vs baseline: +4.6%

✅ split_noaspect

Time: ✅ 0.567µs (SLO: <10.000µs 📉 -94.3%) vs baseline: ~same

Memory: ✅ 40.226MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +5.2%

✅ splitlines_aspect

Time: ✅ 1.422µs (SLO: <10.000µs 📉 -85.8%) vs baseline: -0.4%

Memory: ✅ 40.226MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +5.0%

✅ splitlines_noaspect

Time: ✅ 0.581µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -1.1%

Memory: ✅ 40.108MB (SLO: <41.000MB -2.2%) vs baseline: +4.4%

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 39.557ms (SLO: <47.150ms 📉 -16.1%) vs baseline: -0.3%

Memory: ✅ 39.402MB (SLO: <47.000MB 📉 -16.2%) vs baseline: +4.8%

✅ add-metrics

Time: ✅ 261.862ms (SLO: <344.800ms 📉 -24.1%) vs baseline: +1.2%

Memory: ✅ 43.624MB (SLO: <47.500MB -8.2%) vs baseline: +4.5%

✅ add-tags

Time: ✅ 317.152ms (SLO: <321.000ms 🟡 -1.2%) vs baseline: +0.5%

Memory: ✅ 43.995MB (SLO: <47.500MB -7.4%) vs baseline: +5.3%

✅ get-context

Time: ✅ 79.858ms (SLO: <92.350ms 📉 -13.5%) vs baseline: ~same

Memory: ✅ 39.675MB (SLO: <46.500MB 📉 -14.7%) vs baseline: +4.7%

✅ is-recording

Time: ✅ 37.179ms (SLO: <44.500ms 📉 -16.5%) vs baseline: -0.2%

Memory: ✅ 39.419MB (SLO: <47.500MB 📉 -17.0%) vs baseline: +4.8%

✅ record-exception

Time: ✅ 58.213ms (SLO: <67.650ms 📉 -13.9%) vs baseline: -0.3%

Memory: ✅ 39.960MB (SLO: <47.000MB 📉 -15.0%) vs baseline: +5.0%

✅ set-status

Time: ✅ 43.757ms (SLO: <50.400ms 📉 -13.2%) vs baseline: ~same

Memory: ✅ 39.421MB (SLO: <47.000MB 📉 -16.1%) vs baseline: +5.1%

✅ start

Time: ✅ 37.414ms (SLO: <43.450ms 📉 -13.9%) vs baseline: +2.7%

Memory: ✅ 39.298MB (SLO: <47.000MB 📉 -16.4%) vs baseline: +4.7%

✅ start-finish

Time: ✅ 81.980ms (SLO: <88.000ms -6.8%) vs baseline: -0.1%

Memory: ✅ 37.277MB (SLO: <46.500MB 📉 -19.8%) vs baseline: +4.6%

✅ start-finish-telemetry

Time: ✅ 83.375ms (SLO: <89.000ms -6.3%) vs baseline: -0.4%

Memory: ✅ 37.316MB (SLO: <46.500MB 📉 -19.8%) vs baseline: +4.7%

✅ update-name

Time: ✅ 37.994ms (SLO: <45.150ms 📉 -15.9%) vs baseline: ~same

Memory: ✅ 39.601MB (SLO: <47.000MB 📉 -15.7%) vs baseline: +5.0%

🟡 packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 342.834ms (SLO: <354.300ms -3.2%) vs baseline: -1.0%

Memory: ✅ 41.190MB (SLO: <41.500MB 🟡 -0.7%) vs baseline: +4.8%

✅ cache_on

Time: ✅ 0.385µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +0.2%

Memory: ✅ 39.561MB (SLO: <41.000MB -3.5%) vs baseline: +4.5%

🟡 ratelimiter - 12/12

✅ defaults

Time: ✅ 2.382µs (SLO: <10.000µs 📉 -76.2%) vs baseline: +1.2%

Memory: ✅ 35.095MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +5.1%

✅ high_rate_limit

Time: ✅ 2.409µs (SLO: <10.000µs 📉 -75.9%) vs baseline: +0.4%

Memory: ✅ 35.075MB (SLO: <35.500MB 🟡 -1.2%) vs baseline: +4.9%

✅ long_window

Time: ✅ 2.358µs (SLO: <10.000µs 📉 -76.4%) vs baseline: -0.2%

Memory: ✅ 35.134MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +4.9%

✅ low_rate_limit

Time: ✅ 2.359µs (SLO: <10.000µs 📉 -76.4%) vs baseline: ~same

Memory: ✅ 35.075MB (SLO: <35.500MB 🟡 -1.2%) vs baseline: +5.1%

✅ no_rate_limit

Time: ✅ 0.829µs (SLO: <10.000µs 📉 -91.7%) vs baseline: -0.8%

Memory: ✅ 35.055MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +4.7%

✅ short_window

Time: ✅ 2.478µs (SLO: <10.000µs 📉 -75.2%) vs baseline: -1.6%

Memory: ✅ 35.173MB (SLO: <35.500MB 🟡 -0.9%) vs baseline: +4.9%

🟡 recursivecomputation - 8/8

✅ deep

Time: ✅ 308.371ms (SLO: <320.950ms -3.9%) vs baseline: -0.3%

Memory: ✅ 35.901MB (SLO: <36.500MB 🟡 -1.6%) vs baseline: +4.4%

✅ deep-profiled

Time: ✅ 327.182ms (SLO: <359.150ms -8.9%) vs baseline: -0.3%

Memory: ✅ 39.931MB (SLO: <40.500MB 🟡 -1.4%) vs baseline: +5.1%

✅ medium

Time: ✅ 6.999ms (SLO: <7.400ms -5.4%) vs baseline: ~same

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.1%

✅ shallow

Time: ✅ 0.945ms (SLO: <1.050ms 📉 -10.0%) vs baseline: +1.0%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.2%

🟡 samplingrules - 8/8

✅ average_match

Time: ✅ 137.148µs (SLO: <290.000µs 📉 -52.7%) vs baseline: -0.2%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.2%

✅ high_match

Time: ✅ 172.950µs (SLO: <480.000µs 📉 -64.0%) vs baseline: -0.5%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.3%

✅ low_match

Time: ✅ 98.520µs (SLO: <120.000µs 📉 -17.9%) vs baseline: -0.3%

Memory: ✅ 603.502MB (SLO: <700.000MB 📉 -13.8%) vs baseline: +4.9%

✅ very_low_match

Time: ✅ 2.641ms (SLO: <8.500ms 📉 -68.9%) vs baseline: -0.3%

Memory: ✅ 70.979MB (SLO: <75.000MB -5.4%) vs baseline: +4.9%

🟡 sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.618µs (SLO: <20.000µs 📉 -46.9%) vs baseline: +1.6%

Memory: ✅ 35.311MB (SLO: <36.000MB 🟡 -1.9%) vs baseline: +4.9%

✅ all-enabled

Time: ✅ 41.111µs (SLO: <50.000µs 📉 -17.8%) vs baseline: +2.4%

Memory: ✅ 35.350MB (SLO: <36.000MB 🟡 -1.8%) vs baseline: +4.9%

✅ collectipvariant_exists

Time: ✅ 40.939µs (SLO: <50.000µs 📉 -18.1%) vs baseline: -0.3%

Memory: ✅ 35.232MB (SLO: <36.000MB -2.1%) vs baseline: +4.1%

✅ no-collectipvariant

Time: ✅ 40.075µs (SLO: <50.000µs 📉 -19.8%) vs baseline: ~same

Memory: ✅ 35.330MB (SLO: <36.000MB 🟡 -1.9%) vs baseline: +4.5%

✅ no-useragentvariant

Time: ✅ 38.894µs (SLO: <50.000µs 📉 -22.2%) vs baseline: +0.3%

Memory: ✅ 35.311MB (SLO: <36.000MB 🟡 -1.9%) vs baseline: +5.2%

✅ obfuscation-no-query

Time: ✅ 40.714µs (SLO: <50.000µs 📉 -18.6%) vs baseline: +0.3%

Memory: ✅ 35.389MB (SLO: <36.000MB 🟡 -1.7%) vs baseline: +4.7%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.986µs (SLO: <90.000µs 📉 -15.6%) vs baseline: +0.5%

Memory: ✅ 35.606MB (SLO: <36.500MB -2.5%) vs baseline: +4.2%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.417µs (SLO: <90.000µs 📉 -15.1%) vs baseline: +0.5%

Memory: ✅ 35.606MB (SLO: <36.500MB -2.5%) vs baseline: +4.9%

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.169µs (SLO: <170.000µs -9.3%) vs baseline: +0.2%

Memory: ✅ 35.586MB (SLO: <36.500MB -2.5%) vs baseline: +4.5%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 149.124µs (SLO: <160.000µs -6.8%) vs baseline: +0.3%

Memory: ✅ 35.743MB (SLO: <36.500MB -2.1%) vs baseline: +5.3%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 155.124µs (SLO: <170.000µs -8.8%) vs baseline: +0.4%

Memory: ✅ 35.684MB (SLO: <36.500MB -2.2%) vs baseline: +4.9%

✅ useragentvariant_exists_1

Time: ✅ 39.569µs (SLO: <50.000µs 📉 -20.9%) vs baseline: +0.1%

Memory: ✅ 35.330MB (SLO: <36.000MB 🟡 -1.9%) vs baseline: +4.5%

✅ useragentvariant_exists_2

Time: ✅ 40.859µs (SLO: <50.000µs 📉 -18.3%) vs baseline: +0.7%

Memory: ✅ 35.468MB (SLO: <36.000MB 🟡 -1.5%) vs baseline: +5.1%

✅ useragentvariant_exists_3

Time: ✅ 40.170µs (SLO: <50.000µs 📉 -19.7%) vs baseline: +0.2%

Memory: ✅ 35.350MB (SLO: <36.000MB 🟡 -1.8%) vs baseline: +5.0%

✅ useragentvariant_not_exists_1

Time: ✅ 39.559µs (SLO: <50.000µs 📉 -20.9%) vs baseline: ~same

Memory: ✅ 35.468MB (SLO: <36.000MB 🟡 -1.5%) vs baseline: +5.0%

✅ useragentvariant_not_exists_2

Time: ✅ 39.661µs (SLO: <50.000µs 📉 -20.7%) vs baseline: +0.3%

Memory: ✅ 35.291MB (SLO: <36.000MB 🟡 -2.0%) vs baseline: +4.6%

🟡 tracer - 6/6

✅ large

Time: ✅ 29.221ms (SLO: <32.950ms 📉 -11.3%) vs baseline: -0.2%

Memory: ✅ 36.019MB (SLO: <36.500MB 🟡 -1.3%) vs baseline: +5.0%

✅ medium

Time: ✅ 2.903ms (SLO: <3.200ms -9.3%) vs baseline: +1.0%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +4.9%

✅ small

Time: ✅ 332.004µs (SLO: <370.000µs 📉 -10.3%) vs baseline: +1.1%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.7%

⚠️ Unstable Tests (1 suite)

⚠️

packagesupdateimporteddependencies - 24/24 (1 unstable)

✅ import_many

Time: ✅ 155.086µs (SLO: <170.000µs -8.8%) vs baseline: -0.3%

Memory: ✅ 39.806MB (SLO: <41.000MB -2.9%) vs baseline: +5.1%

✅ import_many_cached

Time: ✅ 120.512µs (SLO: <130.000µs -7.3%) vs baseline: -0.6%

Memory: ✅ 39.744MB (SLO: <41.000MB -3.1%) vs baseline: +5.2%

✅ import_many_stdlib

Time: ✅ 0.757ms (SLO: <1.750ms 📉 -56.7%) vs baseline: +0.5%

Memory: ✅ 39.693MB (SLO: <41.000MB -3.2%) vs baseline: +4.9%

⚠️ import_many_stdlib_cached

Time: ⚠️ 0.172ms (SLO: <1.100ms 📉 -84.4%) vs baseline: ~same

Memory: ✅ 39.558MB (SLO: <41.000MB -3.5%) vs baseline: +4.7%

✅ import_many_unknown

Time: ✅ 831.181µs (SLO: <890.000µs -6.6%) vs baseline: -0.8%

Memory: ✅ 39.711MB (SLO: <41.000MB -3.1%) vs baseline: +4.4%

✅ import_many_unknown_cached

Time: ✅ 799.986µs (SLO: <870.000µs -8.0%) vs baseline: +1.4%

Memory: ✅ 39.807MB (SLO: <41.000MB -2.9%) vs baseline: +4.9%

✅ import_one

Time: ✅ 19.664µs (SLO: <30.000µs 📉 -34.5%) vs baseline: -0.6%

Memory: ✅ 39.625MB (SLO: <41.000MB -3.4%) vs baseline: +4.6%

✅ import_one_cache

Time: ✅ 6.329µs (SLO: <10.000µs 📉 -36.7%) vs baseline: +1.0%

Memory: ✅ 39.709MB (SLO: <41.000MB -3.1%) vs baseline: +5.3%

✅ import_one_stdlib

Time: ✅ 18.726µs (SLO: <20.000µs -6.4%) vs baseline: +0.3%

Memory: ✅ 39.666MB (SLO: <41.000MB -3.3%) vs baseline: +4.9%

✅ import_one_stdlib_cache

Time: ✅ 6.295µs (SLO: <10.000µs 📉 -37.1%) vs baseline: +0.1%

Memory: ✅ 39.745MB (SLO: <41.000MB -3.1%) vs baseline: +5.3%

✅ import_one_unknown

Time: ✅ 45.299µs (SLO: <50.000µs -9.4%) vs baseline: -0.9%

Memory: ✅ 39.583MB (SLO: <41.000MB -3.5%) vs baseline: +4.3%

✅ import_one_unknown_cache

Time: ✅ 6.268µs (SLO: <10.000µs 📉 -37.3%) vs baseline: ~same

Memory: ✅ 39.703MB (SLO: <41.000MB -3.2%) vs baseline: +4.9%

✅ All Tests Passing (5 suites)

✅ errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.063ms (SLO: <2.300ms 📉 -10.3%) vs baseline: -0.2%

Memory: ✅ 55.325MB (SLO: <56.500MB -2.1%) vs baseline: +4.6%

✅ errortracking-enabled-user

Time: ✅ 2.071ms (SLO: <2.250ms -7.9%) vs baseline: ~same

Memory: ✅ 55.365MB (SLO: <56.500MB -2.0%) vs baseline: +4.5%

✅ tracer-enabled

Time: ✅ 2.066ms (SLO: <2.300ms 📉 -10.2%) vs baseline: +0.2%

Memory: ✅ 55.345MB (SLO: <56.500MB -2.0%) vs baseline: +4.9%

✅ iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.402µs (SLO: <10.000µs 📉 -96.0%) vs baseline: ~same

Memory: ✅ 40.304MB (SLO: <41.500MB -2.9%) vs baseline: +5.0%

✅ add_inplace_aspect

Time: ✅ 0.405µs (SLO: <10.000µs 📉 -95.9%) vs baseline: -1.1%

Memory: ✅ 40.264MB (SLO: <41.500MB -3.0%) vs baseline: +5.3%

✅ add_inplace_noaspect

Time: ✅ 0.314µs (SLO: <10.000µs 📉 -96.9%) vs baseline: -0.6%

Memory: ✅ 40.363MB (SLO: <41.500MB -2.7%) vs baseline: +5.2%

✅ add_noaspect

Time: ✅ 0.279µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +1.4%

Memory: ✅ 40.106MB (SLO: <41.500MB -3.4%) vs baseline: +4.3%

✅ bytearray_aspect

Time: ✅ 1.356µs (SLO: <10.000µs 📉 -86.4%) vs baseline: +0.5%

Memory: ✅ 40.521MB (SLO: <41.500MB -2.4%) vs baseline: +5.7%

✅ bytearray_extend_aspect

Time: ✅ 1.499µs (SLO: <10.000µs 📉 -85.0%) vs baseline: -0.7%

Memory: ✅ 40.108MB (SLO: <41.500MB -3.4%) vs baseline: +4.4%

✅ bytearray_extend_noaspect

Time: ✅ 0.617µs (SLO: <10.000µs 📉 -93.8%) vs baseline: +0.5%

Memory: ✅ 40.580MB (SLO: <41.500MB -2.2%) vs baseline: +5.9%

✅ bytearray_noaspect

Time: ✅ 0.483µs (SLO: <10.000µs 📉 -95.2%) vs baseline: +1.4%

Memory: ✅ 40.305MB (SLO: <41.500MB -2.9%) vs baseline: +5.2%

✅ bytes_aspect

Time: ✅ 1.298µs (SLO: <10.000µs 📉 -87.0%) vs baseline: +0.7%

Memory: ✅ 40.521MB (SLO: <41.500MB -2.4%) vs baseline: +5.4%

✅ bytes_noaspect

Time: ✅ 0.496µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.9%

Memory: ✅ 40.265MB (SLO: <41.500MB -3.0%) vs baseline: +5.2%

✅ bytesio_aspect

Time: ✅ 1.332µs (SLO: <10.000µs 📉 -86.7%) vs baseline: +1.3%

Memory: ✅ 40.540MB (SLO: <41.500MB -2.3%) vs baseline: +5.7%

✅ bytesio_noaspect

Time: ✅ 0.504µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.8%

Memory: ✅ 40.186MB (SLO: <41.500MB -3.2%) vs baseline: +4.6%

✅ capitalize_aspect

Time: ✅ 0.736µs (SLO: <10.000µs 📉 -92.6%) vs baseline: +0.3%

Memory: ✅ 40.243MB (SLO: <41.500MB -3.0%) vs baseline: +4.9%

✅ capitalize_noaspect

Time: ✅ 0.436µs (SLO: <10.000µs 📉 -95.6%) vs baseline: -1.5%

Memory: ✅ 40.285MB (SLO: <41.500MB -2.9%) vs baseline: +4.8%

✅ casefold_aspect

Time: ✅ 0.745µs (SLO: <10.000µs 📉 -92.5%) vs baseline: +0.8%

Memory: ✅ 40.442MB (SLO: <41.500MB -2.5%) vs baseline: +5.4%

✅ casefold_noaspect

Time: ✅ 0.368µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.4%

Memory: ✅ 40.245MB (SLO: <41.500MB -3.0%) vs baseline: +4.9%

✅ decode_aspect

Time: ✅ 0.727µs (SLO: <10.000µs 📉 -92.7%) vs baseline: ~same

Memory: ✅ 40.284MB (SLO: <41.500MB -2.9%) vs baseline: +5.1%

✅ decode_noaspect

Time: ✅ 0.419µs (SLO: <10.000µs 📉 -95.8%) vs baseline: -0.1%

Memory: ✅ 40.206MB (SLO: <41.500MB -3.1%) vs baseline: +4.3%

✅ encode_aspect

Time: ✅ 0.715µs (SLO: <10.000µs 📉 -92.9%) vs baseline: +1.0%

Memory: ✅ 40.324MB (SLO: <41.500MB -2.8%) vs baseline: +5.2%

✅ encode_noaspect

Time: ✅ 0.402µs (SLO: <10.000µs 📉 -96.0%) vs baseline: +0.3%

Memory: ✅ 40.167MB (SLO: <41.500MB -3.2%) vs baseline: +4.8%

✅ format_aspect

Time: ✅ 3.403µs (SLO: <10.000µs 📉 -66.0%) vs baseline: -1.7%

Memory: ✅ 40.225MB (SLO: <41.500MB -3.1%) vs baseline: +4.8%

✅ format_map_aspect

Time: ✅ 3.542µs (SLO: <10.000µs 📉 -64.6%) vs baseline: -1.4%

Memory: ✅ 40.147MB (SLO: <41.500MB -3.3%) vs baseline: +4.5%

✅ format_map_noaspect

Time: ✅ 0.775µs (SLO: <10.000µs 📉 -92.2%) vs baseline: +0.4%

Memory: ✅ 40.206MB (SLO: <41.500MB -3.1%) vs baseline: +4.5%

✅ format_noaspect

Time: ✅ 0.599µs (SLO: <10.000µs 📉 -94.0%) vs baseline: -0.2%

Memory: ✅ 40.009MB (SLO: <41.500MB -3.6%) vs baseline: +4.1%

✅ index_aspect

Time: ✅ 0.356µs (SLO: <10.000µs 📉 -96.4%) vs baseline: -0.6%

Memory: ✅ 40.403MB (SLO: <41.500MB -2.6%) vs baseline: +5.1%

✅ index_noaspect

Time: ✅ 0.278µs (SLO: <10.000µs 📉 -97.2%) vs baseline: -1.3%

Memory: ✅ 40.127MB (SLO: <41.500MB -3.3%) vs baseline: +4.7%

✅ join_aspect

Time: ✅ 1.352µs (SLO: <10.000µs 📉 -86.5%) vs baseline: +1.4%

Memory: ✅ 40.402MB (SLO: <41.500MB -2.6%) vs baseline: +5.8%

✅ join_noaspect

Time: ✅ 0.488µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.6%

Memory: ✅ 40.422MB (SLO: <41.500MB -2.6%) vs baseline: +4.7%

✅ ljust_aspect

Time: ✅ 2.590µs (SLO: <20.000µs 📉 -87.0%) vs baseline: +1.5%

Memory: ✅ 40.481MB (SLO: <41.500MB -2.5%) vs baseline: +4.5%

✅ ljust_noaspect

Time: ✅ 0.409µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +0.6%

Memory: ✅ 40.283MB (SLO: <41.500MB -2.9%) vs baseline: +5.1%

✅ lower_aspect

Time: ✅ 2.303µs (SLO: <10.000µs 📉 -77.0%) vs baseline: +3.0%

Memory: ✅ 40.147MB (SLO: <41.500MB -3.3%) vs baseline: +3.8%

✅ lower_noaspect

Time: ✅ 0.370µs (SLO: <10.000µs 📉 -96.3%) vs baseline: ~same

Memory: ✅ 40.127MB (SLO: <41.500MB -3.3%) vs baseline: +4.5%

✅ lstrip_aspect

Time: ✅ 2.243µs (SLO: <20.000µs 📉 -88.8%) vs baseline: ~same

Memory: ✅ 40.265MB (SLO: <41.500MB -3.0%) vs baseline: +4.9%

✅ lstrip_noaspect

Time: ✅ 0.383µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.4%

Memory: ✅ 40.127MB (SLO: <41.500MB -3.3%) vs baseline: +4.1%

✅ modulo_aspect

Time: ✅ 1.050µs (SLO: <10.000µs 📉 -89.5%) vs baseline: +5.2%

Memory: ✅ 40.285MB (SLO: <41.500MB -2.9%) vs baseline: +4.9%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.544µs (SLO: <10.000µs 📉 -84.6%) vs baseline: -0.7%

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +4.9%

✅ modulo_aspect_for_bytes

Time: ✅ 0.970µs (SLO: <10.000µs 📉 -90.3%) vs baseline: -0.1%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +4.7%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.237µs (SLO: <10.000µs 📉 -87.6%) vs baseline: +0.9%

Memory: ✅ 40.322MB (SLO: <41.500MB -2.8%) vs baseline: +4.3%

✅ modulo_noaspect

Time: ✅ 0.626µs (SLO: <10.000µs 📉 -93.7%) vs baseline: +0.2%

Memory: ✅ 40.324MB (SLO: <41.500MB -2.8%) vs baseline: +5.2%

✅ replace_aspect

Time: ✅ 4.848µs (SLO: <10.000µs 📉 -51.5%) vs baseline: -1.6%

Memory: ✅ 40.186MB (SLO: <41.500MB -3.2%) vs baseline: +4.0%

✅ replace_noaspect

Time: ✅ 0.460µs (SLO: <10.000µs 📉 -95.4%) vs baseline: +0.4%

Memory: ✅ 40.068MB (SLO: <41.500MB -3.5%) vs baseline: +4.6%

✅ repr_aspect

Time: ✅ 0.906µs (SLO: <10.000µs 📉 -90.9%) vs baseline: -0.5%

Memory: ✅ 40.422MB (SLO: <41.500MB -2.6%) vs baseline: +5.4%

✅ repr_noaspect

Time: ✅ 0.422µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +1.2%

Memory: ✅ 40.382MB (SLO: <41.500MB -2.7%) vs baseline: +4.7%

✅ rstrip_aspect

Time: ✅ 1.965µs (SLO: <20.000µs 📉 -90.2%) vs baseline: +2.6%

Memory: ✅ 40.225MB (SLO: <41.500MB -3.1%) vs baseline: +4.7%

✅ rstrip_noaspect

Time: ✅ 0.378µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.8%

Memory: ✅ 40.243MB (SLO: <41.500MB -3.0%) vs baseline: +5.0%

✅ slice_aspect

Time: ✅ 0.494µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +0.2%

Memory: ✅ 40.442MB (SLO: <41.500MB -2.5%) vs baseline: +5.3%

✅ slice_noaspect

Time: ✅ 0.449µs (SLO: <10.000µs 📉 -95.5%) vs baseline: -0.6%

Memory: ✅ 40.186MB (SLO: <41.500MB -3.2%) vs baseline: +4.8%

✅ stringio_aspect

Time: ✅ 1.549µs (SLO: <10.000µs 📉 -84.5%) vs baseline: +0.4%

Memory: ✅ 40.560MB (SLO: <41.500MB -2.3%) vs baseline: +5.8%

✅ stringio_noaspect

Time: ✅ 0.733µs (SLO: <10.000µs 📉 -92.7%) vs baseline: +2.2%

Memory: ✅ 40.166MB (SLO: <41.500MB -3.2%) vs baseline: +5.0%

✅ strip_aspect

Time: ✅ 2.244µs (SLO: <20.000µs 📉 -88.8%) vs baseline: +1.2%

Memory: ✅ 40.166MB (SLO: <41.500MB -3.2%) vs baseline: +3.9%

✅ strip_noaspect

Time: ✅ 0.385µs (SLO: <10.000µs 📉 -96.2%) vs baseline: ~same

Memory: ✅ 40.265MB (SLO: <41.500MB -3.0%) vs baseline: +4.6%

✅ swapcase_aspect

Time: ✅ 2.512µs (SLO: <10.000µs 📉 -74.9%) vs baseline: +2.4%

Memory: ✅ 40.225MB (SLO: <41.500MB -3.1%) vs baseline: +4.2%

✅ swapcase_noaspect

Time: ✅ 0.537µs (SLO: <10.000µs 📉 -94.6%) vs baseline: -0.2%

Memory: ✅ 40.206MB (SLO: <41.500MB -3.1%) vs baseline: +4.9%

✅ title_aspect

Time: ✅ 2.442µs (SLO: <10.000µs 📉 -75.6%) vs baseline: +2.4%

Memory: ✅ 40.147MB (SLO: <41.500MB -3.3%) vs baseline: +3.7%

✅ title_noaspect

Time: ✅ 0.502µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.3%

Memory: ✅ 40.206MB (SLO: <41.500MB -3.1%) vs baseline: +4.6%

✅ translate_aspect

Time: ✅ 3.320µs (SLO: <10.000µs 📉 -66.8%) vs baseline: +0.7%

Memory: ✅ 40.343MB (SLO: <41.500MB -2.8%) vs baseline: +4.4%

✅ translate_noaspect

Time: ✅ 1.040µs (SLO: <10.000µs 📉 -89.6%) vs baseline: -0.1%

Memory: ✅ 40.167MB (SLO: <41.500MB -3.2%) vs baseline: +4.6%

✅ upper_aspect

Time: ✅ 2.316µs (SLO: <10.000µs 📉 -76.8%) vs baseline: +2.3%

Memory: ✅ 40.323MB (SLO: <41.500MB -2.8%) vs baseline: +4.5%

✅ upper_noaspect

Time: ✅ 0.373µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.4%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +4.7%

✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 48.986µs (SLO: <60.000µs 📉 -18.4%) vs baseline: +0.4%

Memory: ✅ 40.147MB (SLO: <42.000MB -4.4%) vs baseline: +5.0%

✅ propagation_enabled

Time: ✅ 176.652µs (SLO: <190.000µs -7.0%) vs baseline: +1.2%

Memory: ✅ 40.128MB (SLO: <42.000MB -4.5%) vs baseline: +4.9%

✅ propagation_enabled_100

Time: ✅ 1.922ms (SLO: <2.300ms 📉 -16.5%) vs baseline: -1.1%

Memory: ✅ 40.147MB (SLO: <42.000MB -4.4%) vs baseline: +4.9%

✅ propagation_enabled_1000

Time: ✅ 32.489ms (SLO: <34.550ms -6.0%) vs baseline: -0.4%

Memory: ✅ 40.108MB (SLO: <42.000MB -4.5%) vs baseline: +4.9%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.559ms (SLO: <42.000ms -3.4%) vs baseline: +0.5%

Memory: ✅ 37.257MB (SLO: <39.000MB -4.5%) vs baseline: +5.0%

✅ add-link

Time: ✅ 36.198ms (SLO: <38.550ms -6.1%) vs baseline: +0.2%

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +4.9%

✅ add-metrics

Time: ✅ 217.556ms (SLO: <232.000ms -6.2%) vs baseline: +0.2%

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%) vs baseline: +5.0%

✅ add-tags

Time: ✅ 210.311ms (SLO: <221.600ms -5.1%) vs baseline: -1.5%

Memory: ✅ 37.277MB (SLO: <39.000MB -4.4%) vs baseline: +4.3%

✅ get-context

Time: ✅ 29.369ms (SLO: <31.300ms -6.2%) vs baseline: +1.9%

Memory: ✅ 37.297MB (SLO: <39.000MB -4.4%) vs baseline: +4.8%

✅ is-recording

Time: ✅ 29.017ms (SLO: <31.000ms -6.4%) vs baseline: -0.2%

Memory: ✅ 37.238MB (SLO: <39.000MB -4.5%) vs baseline: +4.9%

✅ record-exception

Time: ✅ 63.067ms (SLO: <65.850ms -4.2%) vs baseline: -0.5%

Memory: ✅ 37.179MB (SLO: <39.000MB -4.7%) vs baseline: +3.5%

✅ set-status

Time: ✅ 32.093ms (SLO: <34.150ms -6.0%) vs baseline: +0.9%

Memory: ✅ 37.218MB (SLO: <39.000MB -4.6%) vs baseline: +4.5%

✅ start

Time: ✅ 29.290ms (SLO: <30.150ms -2.9%) vs baseline: +1.7%

Memory: ✅ 37.198MB (SLO: <39.000MB -4.6%) vs baseline: +4.4%

✅ start-finish

Time: ✅ 33.912ms (SLO: <35.350ms -4.1%) vs baseline: +0.2%

Memory: ✅ 37.395MB (SLO: <39.000MB -4.1%) vs baseline: +5.0%

✅ start-finish-telemetry

Time: ✅ 33.883ms (SLO: <35.450ms -4.4%) vs baseline: ~same

Memory: ✅ 37.375MB (SLO: <39.000MB -4.2%) vs baseline: +5.2%

✅ update-name

Time: ✅ 30.901ms (SLO: <33.400ms -7.5%) vs baseline: +0.3%

Memory: ✅ 37.395MB (SLO: <39.000MB -4.1%) vs baseline: +5.0%

✅ span - 26/26

✅ add-event

Time: ✅ 18.119ms (SLO: <22.500ms 📉 -19.5%) vs baseline: ~same

Memory: ✅ 36.801MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +4.7%

✅ add-metrics

Time: ✅ 88.185ms (SLO: <93.500ms -5.7%) vs baseline: -1.1%

Memory: ✅ 41.032MB (SLO: <53.000MB 📉 -22.6%) vs baseline: +4.6%

✅ add-tags

Time: ✅ 142.230ms (SLO: <155.000ms -8.2%) vs baseline: -0.6%

Memory: ✅ 40.994MB (SLO: <53.000MB 📉 -22.7%) vs baseline: +4.5%

✅ get-context

Time: ✅ 16.967ms (SLO: <20.500ms 📉 -17.2%) vs baseline: -0.5%

Memory: ✅ 36.535MB (SLO: <53.000MB 📉 -31.1%) vs baseline: +4.8%

✅ is-recording

Time: ✅ 17.211ms (SLO: <20.500ms 📉 -16.0%) vs baseline: -0.5%

Memory: ✅ 36.508MB (SLO: <53.000MB 📉 -31.1%) vs baseline: +4.5%

✅ record-exception

Time: ✅ 36.597ms (SLO: <40.000ms -8.5%) vs baseline: +0.2%

Memory: ✅ 37.256MB (SLO: <53.000MB 📉 -29.7%) vs baseline: +5.2%

✅ set-status

Time: ✅ 18.749ms (SLO: <22.000ms 📉 -14.8%) vs baseline: -0.4%

Memory: ✅ 36.614MB (SLO: <53.000MB 📉 -30.9%) vs baseline: +5.2%

✅ start

Time: ✅ 17.450ms (SLO: <20.500ms 📉 -14.9%) vs baseline: +3.6%

Memory: ✅ 36.569MB (SLO: <53.000MB 📉 -31.0%) vs baseline: +4.6%

✅ start-finish

Time: ✅ 51.081ms (SLO: <52.500ms -2.7%) vs baseline: -0.4%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +4.6%

✅ start-finish-telemetry

Time: ✅ 52.333ms (SLO: <54.500ms -4.0%) vs baseline: -0.2%

Memory: ✅ 34.662MB (SLO: <35.500MB -2.4%) vs baseline: +4.4%

✅ start-finish-traceid128

Time: ✅ 54.218ms (SLO: <57.000ms -4.9%) vs baseline: +0.4%

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +5.0%

✅ start-traceid128

Time: ✅ 17.272ms (SLO: <22.500ms 📉 -23.2%) vs baseline: -0.3%

Memory: ✅ 36.634MB (SLO: <53.000MB 📉 -30.9%) vs baseline: +4.4%

✅ update-name

Time: ✅ 17.363ms (SLO: <22.000ms 📉 -21.1%) vs baseline: -0.2%

Memory: ✅ 36.707MB (SLO: <53.000MB 📉 -30.7%) vs baseline: +4.7%

ℹ️ Scenarios Missing SLO Configuration (10 scenarios)

The following scenarios exist in candidate data but have no SLO thresholds configured:

coreapiscenario-core_dispatch_listeners
coreapiscenario-core_dispatch_no_listeners
coreapiscenario-core_dispatch_with_results_listeners
coreapiscenario-core_dispatch_with_results_no_listeners
djangosimple-baseline
errortrackingdjangosimple-baseline
errortrackingflasksqli-baseline
flasksimple-baseline
flasksqli-baseline
sethttpmeta-obfuscation-disabled

VianneyRuhlmann force-pushed the vianney/fix-llmobs-flakyness branch 3 times, most recently from de4348a to b634edd Compare November 28, 2025 17:19

VianneyRuhlmann changed the title ~~test~~ fix deadlocks on fork Nov 28, 2025

chore(writer): move forksafe hooks to writer

22519a3

VianneyRuhlmann force-pushed the vianney/fix-llmobs-flakyness branch from 68c0c25 to 22519a3 Compare December 1, 2025 14:30

VianneyRuhlmann changed the title ~~fix deadlocks on fork~~ chore(writer): move forksafe hooks to writer Dec 1, 2025

chore(writer): stop workers on stop_service

a093f54

VianneyRuhlmann added the changelog/no-changelog A changelog entry is not required for this PR. label Dec 2, 2025

chore(writer): call shutdown on stop

2fe9e3c

chore(writer): move forksafe hooks to writer #15458

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chore(writer): move forksafe hooks to writer #15458

Conversation

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Description

Testing

Risks

Additional Notes

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Bootstrap import analysis

Summary

Import time breakdown

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Performance SLOs

✅ 1-count-metric-1-times

✅ 1-count-metrics-100-times

✅ 1-distribution-metric-1-times

✅ 1-distribution-metrics-100-times

✅ 1-gauge-metric-1-times

✅ 1-gauge-metrics-100-times

✅ 1-rate-metric-1-times

✅ 1-rate-metrics-100-times

✅ 100-count-metrics-100-times

❌ 100-distribution-metrics-100-times

✅ 100-gauge-metrics-100-times

✅ 100-rate-metrics-100-times

✅ flush-1-metric

✅ flush-100-metrics

✅ flush-1000-metrics

✅ ospathbasename_aspect

✅ ospathbasename_noaspect

✅ ospathjoin_aspect

✅ ospathjoin_noaspect

✅ ospathnormcase_aspect

✅ ospathnormcase_noaspect

✅ ospathsplit_aspect

✅ ospathsplit_noaspect

✅ ospathsplitdrive_aspect

✅ ospathsplitdrive_noaspect

✅ ospathsplitext_aspect

✅ ospathsplitext_noaspect

⚠️ context_with_data_listeners

✅ context_with_data_no_listeners

✅ get_item_exists

✅ get_item_missing

✅ set_item

✅ appsec

✅ exception-replay-enabled

✅ iast

✅ profiler

✅ resource-renaming

✅ span-code-origin

✅ tracer

✅ tracer-and-profiler

✅ tracer-dont-create-db-spans

✅ tracer-minimal

✅ tracer-native

✅ tracer-no-caches

✅ tracer-no-databases

✅ tracer-no-middleware

✅ tracer-no-templates

✅ errortracking-enabled-all

✅ errortracking-enabled-user

✅ tracer-enabled

✅ appsec-get

✅ appsec-post

✅ appsec-telemetry

✅ debugger

✅ iast-get

✅ profiler

✅ resource-renaming

VianneyRuhlmann commented Nov 28, 2025 •

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github-actions bot commented Nov 28, 2025 •

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