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chore(llmobs): llmobs_set_tags can take additional kwarg optons #15483

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@sabrenner sabrenner commented Dec 2, 2025

Description

Testing

Risks

Additional Notes

@sabrenner sabrenner added the changelog/no-changelog A changelog entry is not required for this PR. label Dec 2, 2025
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github-actions bot commented Dec 2, 2025

CODEOWNERS have been resolved as:

ddtrace/contrib/internal/crewai/patch.py                                @DataDog/ml-observability
ddtrace/contrib/internal/google_adk/patch.py                            @DataDog/ml-observability
ddtrace/contrib/internal/langchain/patch.py                             @DataDog/ml-observability
ddtrace/contrib/internal/litellm/patch.py                               @DataDog/ml-observability
ddtrace/contrib/internal/pydantic_ai/patch.py                           @DataDog/ml-observability
ddtrace/contrib/internal/pydantic_ai/utils.py                           @DataDog/ml-observability
ddtrace/contrib/internal/vertexai/patch.py                              @DataDog/ml-observability
ddtrace/llmobs/_constants.py                                            @DataDog/ml-observability
ddtrace/llmobs/_integrations/anthropic.py                               @DataDog/ml-observability
ddtrace/llmobs/_integrations/base.py                                    @DataDog/ml-observability
ddtrace/llmobs/_integrations/bedrock.py                                 @DataDog/ml-observability
ddtrace/llmobs/_integrations/crewai.py                                  @DataDog/ml-observability
ddtrace/llmobs/_integrations/google_adk.py                              @DataDog/ml-observability
ddtrace/llmobs/_integrations/google_genai.py                            @DataDog/ml-observability
ddtrace/llmobs/_integrations/langchain.py                               @DataDog/ml-observability
ddtrace/llmobs/_integrations/langgraph.py                               @DataDog/ml-observability
ddtrace/llmobs/_integrations/litellm.py                                 @DataDog/ml-observability
ddtrace/llmobs/_integrations/mcp.py                                     @DataDog/ml-observability
ddtrace/llmobs/_integrations/openai.py                                  @DataDog/ml-observability
ddtrace/llmobs/_integrations/openai_agents.py                           @DataDog/ml-observability
ddtrace/llmobs/_integrations/pydantic_ai.py                             @DataDog/ml-observability
ddtrace/llmobs/_integrations/vertexai.py                                @DataDog/ml-observability

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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: 253 ± 4 ms.

The average import time from base is: 257 ± 4 ms.

The import time difference between this PR and base is: -4.6 ± 0.2 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 2.851 ms (1.13%)
ddtrace.bootstrap.sitecustomize 1.464 ms (0.58%)
ddtrace.bootstrap.preload 1.464 ms (0.58%)
ddtrace.internal.remoteconfig.client 0.697 ms (0.28%)
ddtrace 1.387 ms (0.55%)
ddtrace._logger 0.694 ms (0.27%)
ddtrace.internal.telemetry 0.694 ms (0.27%)
ddtrace.internal.telemetry.writer 0.694 ms (0.27%)
ddtrace.internal.utils.version 0.694 ms (0.27%)
ddtrace.version 0.694 ms (0.27%)
ddtrace.internal._unpatched 0.031 ms (0.01%)
json 0.031 ms (0.01%)
json.decoder 0.031 ms (0.01%)
re 0.031 ms (0.01%)
enum 0.031 ms (0.01%)
types 0.031 ms (0.01%)

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Performance SLOs

Comparing candidate sabrenner/llmobs-set-tags-kwargs (d79c3a7) with baseline main (17570f8)

📈 Performance Regressions (2 suites)
📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 5.170µs (SLO: <10.000µs 📉 -48.3%) vs baseline: 📈 +26.0%

Memory: ✅ 40.383MB (SLO: <41.000MB 🟡 -1.5%) vs baseline: +5.6%

✅ ospathbasename_noaspect

Time: ✅ 1.091µs (SLO: <10.000µs 📉 -89.1%) vs baseline: +0.4%

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

✅ ospathjoin_aspect

Time: ✅ 6.184µs (SLO: <10.000µs 📉 -38.2%) vs baseline: +0.9%

Memory: ✅ 40.226MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +4.9%

✅ ospathjoin_noaspect

Time: ✅ 2.263µs (SLO: <10.000µs 📉 -77.4%) vs baseline: -0.8%

Memory: ✅ 40.108MB (SLO: <41.000MB -2.2%) vs baseline: +4.5%

✅ ospathnormcase_aspect

Time: ✅ 3.443µs (SLO: <10.000µs 📉 -65.6%) vs baseline: +0.3%

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

✅ ospathnormcase_noaspect

Time: ✅ 0.566µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -0.3%

Memory: ✅ 40.206MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +4.5%

✅ ospathsplit_aspect

Time: ✅ 4.732µs (SLO: <10.000µs 📉 -52.7%) vs baseline: ~same

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

✅ ospathsplit_noaspect

Time: ✅ 1.611µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +1.4%

Memory: ✅ 40.206MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +4.6%

✅ ospathsplitdrive_aspect

Time: ✅ 3.620µs (SLO: <10.000µs 📉 -63.8%) vs baseline: -0.8%

Memory: ✅ 40.246MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.6%

✅ ospathsplitdrive_noaspect

Time: ✅ 0.699µs (SLO: <10.000µs 📉 -93.0%) vs baseline: +1.1%

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

✅ ospathsplitext_aspect

Time: ✅ 4.502µs (SLO: <10.000µs 📉 -55.0%) vs baseline: -0.2%

Memory: ✅ 40.167MB (SLO: <41.000MB -2.0%) vs baseline: +4.1%

✅ ospathsplitext_noaspect

Time: ✅ 1.379µs (SLO: <10.000µs 📉 -86.2%) vs baseline: +0.2%

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

📈 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.429µs (SLO: <20.000µs 📉 -82.9%) vs baseline: 📈 +13.9%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +5.1%

✅ 1-count-metrics-100-times

Time: ✅ 200.588µs (SLO: <220.000µs -8.8%) vs baseline: -1.7%

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

✅ 1-distribution-metric-1-times

Time: ✅ 3.310µs (SLO: <20.000µs 📉 -83.4%) vs baseline: -0.8%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +4.8%

✅ 1-distribution-metrics-100-times

Time: ✅ 218.929µs (SLO: <230.000µs -4.8%) vs baseline: -1.3%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +5.5%

✅ 1-gauge-metric-1-times

Time: ✅ 2.190µs (SLO: <20.000µs 📉 -89.0%) vs baseline: -0.2%

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

✅ 1-gauge-metrics-100-times

Time: ✅ 138.198µs (SLO: <150.000µs -7.9%) vs baseline: -0.1%

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +4.7%

✅ 1-rate-metric-1-times

Time: ✅ 3.100µs (SLO: <20.000µs 📉 -84.5%) vs baseline: -2.0%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.4%

✅ 1-rate-metrics-100-times

Time: ✅ 215.552µs (SLO: <250.000µs 📉 -13.8%) vs baseline: -1.7%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +4.7%

✅ 100-count-metrics-100-times

Time: ✅ 20.459ms (SLO: <22.000ms -7.0%) vs baseline: -0.5%

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

✅ 100-distribution-metrics-100-times

Time: ✅ 2.287ms (SLO: <2.300ms 🟡 -0.6%) vs baseline: -0.7%

Memory: ✅ 35.134MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +5.0%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.435ms (SLO: <1.550ms -7.4%) vs baseline: +0.5%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +5.0%

✅ 100-rate-metrics-100-times

Time: ✅ 2.228ms (SLO: <2.550ms 📉 -12.6%) vs baseline: -0.5%

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

✅ flush-1-metric

Time: ✅ 4.560µs (SLO: <20.000µs 📉 -77.2%) vs baseline: ~same

Memory: ✅ 35.134MB (SLO: <35.500MB 🟡 -1.0%) vs baseline: +5.0%

✅ flush-100-metrics

Time: ✅ 175.012µs (SLO: <250.000µs 📉 -30.0%) vs baseline: +0.3%

Memory: ✅ 35.095MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +4.7%

✅ flush-1000-metrics

Time: ✅ 2.168ms (SLO: <2.500ms 📉 -13.3%) vs baseline: -1.5%

Memory: ✅ 35.920MB (SLO: <36.500MB 🟡 -1.6%) vs baseline: +4.6%

🟡 Near SLO Breach (14 suites)
🟡 coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.189µs (SLO: <20.000µs 📉 -34.1%) vs baseline: -0.6%

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

✅ context_with_data_no_listeners

Time: ✅ 3.242µs (SLO: <10.000µs 📉 -67.6%) vs baseline: -1.8%

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

✅ get_item_exists

Time: ✅ 0.583µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.2%

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

✅ get_item_missing

Time: ✅ 0.631µs (SLO: <10.000µs 📉 -93.7%) vs baseline: -1.2%

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

✅ set_item

Time: ✅ 24.109µs (SLO: <30.000µs 📉 -19.6%) vs baseline: +0.3%

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

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.280ms (SLO: <19.850ms 📉 -18.0%) vs baseline: -0.3%

Memory: ✅ 69.757MB (SLO: <70.000MB 🟡 -0.3%) vs baseline: +4.9%

✅ errortracking-enabled-user

Time: ✅ 16.338ms (SLO: <19.400ms 📉 -15.8%) vs baseline: -0.3%

Memory: ✅ 69.742MB (SLO: <70.000MB 🟡 -0.4%) vs baseline: +4.7%

✅ tracer-enabled

Time: ✅ 16.291ms (SLO: <19.450ms 📉 -16.2%) vs baseline: ~same

Memory: ✅ 69.702MB (SLO: <70.000MB 🟡 -0.4%) vs baseline: +4.8%

🟡 errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.064ms (SLO: <2.300ms 📉 -10.3%) vs baseline: -0.3%

Memory: ✅ 55.325MB (SLO: <56.500MB -2.1%) vs baseline: +4.7%

✅ errortracking-enabled-user

Time: ✅ 2.074ms (SLO: <2.250ms -7.8%) vs baseline: +0.2%

Memory: ✅ 55.424MB (SLO: <56.500MB 🟡 -1.9%) vs baseline: +4.9%

✅ tracer-enabled

Time: ✅ 2.064ms (SLO: <2.300ms 📉 -10.2%) vs baseline: +0.2%

Memory: ✅ 55.286MB (SLO: <56.500MB -2.1%) vs baseline: +4.8%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 3.385ms (SLO: <4.750ms 📉 -28.7%) vs baseline: ~same

Memory: ✅ 55.463MB (SLO: <66.500MB 📉 -16.6%) vs baseline: +5.0%

✅ appsec-post

Time: ✅ 2.854ms (SLO: <6.750ms 📉 -57.7%) vs baseline: +0.2%

Memory: ✅ 55.658MB (SLO: <66.500MB 📉 -16.3%) vs baseline: +4.7%

✅ appsec-telemetry

Time: ✅ 3.404ms (SLO: <4.750ms 📉 -28.3%) vs baseline: +1.0%

Memory: ✅ 55.446MB (SLO: <66.500MB 📉 -16.6%) vs baseline: +4.8%

✅ debugger

Time: ✅ 1.864ms (SLO: <2.000ms -6.8%) vs baseline: ~same

Memory: ✅ 47.937MB (SLO: <49.500MB -3.2%) vs baseline: +4.8%

✅ iast-get

Time: ✅ 1.856ms (SLO: <2.000ms -7.2%) vs baseline: ~same

Memory: ✅ 44.594MB (SLO: <49.000MB -9.0%) vs baseline: +4.9%

✅ profiler

Time: ✅ 1.907ms (SLO: <2.100ms -9.2%) vs baseline: ~same

Memory: ✅ 48.764MB (SLO: <50.000MB -2.5%) vs baseline: +5.0%

✅ resource-renaming

Time: ✅ 3.350ms (SLO: <3.650ms -8.2%) vs baseline: +0.1%

Memory: ✅ 55.368MB (SLO: <56.000MB 🟡 -1.1%) vs baseline: +4.7%

✅ tracer

Time: ✅ 3.370ms (SLO: <3.650ms -7.7%) vs baseline: ~same

Memory: ✅ 55.427MB (SLO: <56.500MB 🟡 -1.9%) vs baseline: +4.8%

✅ tracer-native

Time: ✅ 3.361ms (SLO: <3.650ms -7.9%) vs baseline: -0.1%

Memory: ✅ 55.423MB (SLO: <60.000MB -7.6%) vs baseline: +4.9%

🟡 httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.588µs (SLO: <100.000µs 📉 -18.4%) vs baseline: +0.2%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.9%

✅ b3_headers

Time: ✅ 14.275µs (SLO: <20.000µs 📉 -28.6%) vs baseline: +0.7%

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

✅ b3_single_headers

Time: ✅ 13.332µs (SLO: <20.000µs 📉 -33.3%) vs baseline: -0.2%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.8%

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 64.049µs (SLO: <80.000µs 📉 -19.9%) vs baseline: +0.4%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.7%

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 66.296µs (SLO: <80.000µs 📉 -17.1%) vs baseline: +0.1%

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

✅ empty_headers

Time: ✅ 1.626µs (SLO: <10.000µs 📉 -83.7%) vs baseline: +1.0%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.8%

✅ full_t_id_datadog_headers

Time: ✅ 22.658µs (SLO: <30.000µs 📉 -24.5%) vs baseline: +0.5%

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

✅ invalid_priority_header

Time: ✅ 6.561µs (SLO: <10.000µs 📉 -34.4%) vs baseline: -0.6%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.9%

✅ invalid_span_id_header

Time: ✅ 6.586µs (SLO: <10.000µs 📉 -34.1%) vs baseline: +0.6%

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

✅ invalid_tags_header

Time: ✅ 6.555µs (SLO: <10.000µs 📉 -34.5%) vs baseline: ~same

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

✅ invalid_trace_id_header

Time: ✅ 6.617µs (SLO: <10.000µs 📉 -33.8%) vs baseline: +0.8%

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

✅ large_header_no_matches

Time: ✅ 27.659µs (SLO: <30.000µs -7.8%) vs baseline: ~same

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.6%

✅ large_valid_headers_all

Time: ✅ 28.755µs (SLO: <40.000µs 📉 -28.1%) vs baseline: +0.4%

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

✅ medium_header_no_matches

Time: ✅ 9.929µs (SLO: <20.000µs 📉 -50.4%) vs baseline: +0.2%

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

✅ medium_valid_headers_all

Time: ✅ 11.338µs (SLO: <20.000µs 📉 -43.3%) vs baseline: ~same

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

✅ none_propagation_style

Time: ✅ 1.703µs (SLO: <10.000µs 📉 -83.0%) vs baseline: -0.4%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.1%

✅ tracecontext_headers

Time: ✅ 34.821µs (SLO: <40.000µs 📉 -12.9%) vs baseline: ~same

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.6%

✅ valid_headers_all

Time: ✅ 6.612µs (SLO: <10.000µs 📉 -33.9%) vs baseline: +0.7%

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

✅ valid_headers_basic

Time: ✅ 6.149µs (SLO: <10.000µs 📉 -38.5%) vs baseline: +0.6%

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

✅ wsgi_empty_headers

Time: ✅ 1.606µs (SLO: <10.000µs 📉 -83.9%) vs baseline: -1.1%

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.6%

✅ wsgi_invalid_priority_header

Time: ✅ 6.593µs (SLO: <10.000µs 📉 -34.1%) vs baseline: +0.6%

Memory: ✅ 34.701MB (SLO: <35.500MB -2.2%) vs baseline: +3.9%

✅ wsgi_invalid_span_id_header

Time: ✅ 1.609µs (SLO: <10.000µs 📉 -83.9%) vs baseline: -0.4%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.6%

✅ wsgi_invalid_tags_header

Time: ✅ 6.639µs (SLO: <10.000µs 📉 -33.6%) vs baseline: +1.0%

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

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.563µs (SLO: <10.000µs 📉 -34.4%) vs baseline: -0.2%

Memory: ✅ 34.859MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +4.8%

✅ wsgi_large_header_no_matches

Time: ✅ 28.776µs (SLO: <40.000µs 📉 -28.1%) vs baseline: ~same

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

✅ wsgi_large_valid_headers_all

Time: ✅ 30.127µs (SLO: <40.000µs 📉 -24.7%) vs baseline: +0.6%

Memory: ✅ 34.878MB (SLO: <35.500MB 🟡 -1.8%) vs baseline: +5.1%

✅ wsgi_medium_header_no_matches

Time: ✅ 10.119µs (SLO: <20.000µs 📉 -49.4%) vs baseline: -0.6%

Memory: ✅ 34.957MB (SLO: <35.500MB 🟡 -1.5%) vs baseline: +5.0%

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.626µs (SLO: <20.000µs 📉 -41.9%) vs baseline: ~same

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.4%

✅ wsgi_valid_headers_all

Time: ✅ 6.613µs (SLO: <10.000µs 📉 -33.9%) vs baseline: +0.3%

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

✅ wsgi_valid_headers_basic

Time: ✅ 6.157µs (SLO: <10.000µs 📉 -38.4%) vs baseline: +0.6%

Memory: ✅ 34.918MB (SLO: <35.500MB 🟡 -1.6%) vs baseline: +5.0%

🟡 httppropagationinject - 16/16

✅ ids_only

Time: ✅ 22.007µs (SLO: <30.000µs 📉 -26.6%) vs baseline: +4.5%

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

✅ with_all

Time: ✅ 28.013µs (SLO: <40.000µs 📉 -30.0%) vs baseline: +0.9%

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

✅ with_dd_origin

Time: ✅ 25.011µs (SLO: <30.000µs 📉 -16.6%) vs baseline: +1.2%

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

✅ with_priority_and_origin

Time: ✅ 24.294µs (SLO: <40.000µs 📉 -39.3%) vs baseline: ~same

Memory: ✅ 34.819MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.6%

✅ with_sampling_priority

Time: ✅ 21.126µs (SLO: <30.000µs 📉 -29.6%) vs baseline: ~same

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.5%

✅ with_tags

Time: ✅ 25.885µs (SLO: <40.000µs 📉 -35.3%) vs baseline: ~same

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

✅ with_tags_invalid

Time: ✅ 27.532µs (SLO: <40.000µs 📉 -31.2%) vs baseline: +0.1%

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

✅ with_tags_max_size

Time: ✅ 26.360µs (SLO: <40.000µs 📉 -34.1%) vs baseline: -0.6%

Memory: ✅ 34.839MB (SLO: <35.500MB 🟡 -1.9%) vs baseline: +4.9%

🟡 iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 34.063µs (SLO: <40.000µs 📉 -14.8%) vs baseline: +6.1%

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

✅ re_expand_noaspect

Time: ✅ 28.586µs (SLO: <40.000µs 📉 -28.5%) vs baseline: -0.7%

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

✅ re_findall_aspect

Time: ✅ 2.908µs (SLO: <10.000µs 📉 -70.9%) vs baseline: -0.3%

Memory: ✅ 40.246MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.9%

✅ re_findall_noaspect

Time: ✅ 1.419µs (SLO: <10.000µs 📉 -85.8%) vs baseline: -0.7%

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

✅ re_finditer_aspect

Time: ✅ 4.423µs (SLO: <10.000µs 📉 -55.8%) vs baseline: -0.8%

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

✅ re_finditer_noaspect

Time: ✅ 1.403µs (SLO: <10.000µs 📉 -86.0%) vs baseline: -0.9%

Memory: ✅ 40.206MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +4.3%

✅ re_fullmatch_aspect

Time: ✅ 2.695µs (SLO: <10.000µs 📉 -73.0%) vs baseline: -1.3%

Memory: ✅ 40.206MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +5.1%

✅ re_fullmatch_noaspect

Time: ✅ 1.317µs (SLO: <10.000µs 📉 -86.8%) vs baseline: -2.0%

Memory: ✅ 40.147MB (SLO: <41.000MB -2.1%) vs baseline: +4.5%

✅ re_group_aspect

Time: ✅ 3.043µs (SLO: <10.000µs 📉 -69.6%) vs baseline: +2.0%

Memory: ✅ 40.344MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +5.1%

✅ re_group_noaspect

Time: ✅ 1.626µs (SLO: <10.000µs 📉 -83.7%) vs baseline: +1.0%

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

✅ re_groups_aspect

Time: ✅ 3.147µs (SLO: <10.000µs 📉 -68.5%) vs baseline: +0.2%

Memory: ✅ 40.167MB (SLO: <41.000MB -2.0%) vs baseline: +4.8%

✅ re_groups_noaspect

Time: ✅ 1.706µs (SLO: <10.000µs 📉 -82.9%) vs baseline: -0.4%

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

✅ re_match_aspect

Time: ✅ 2.771µs (SLO: <10.000µs 📉 -72.3%) vs baseline: +1.0%

Memory: ✅ 40.265MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.7%

✅ re_match_noaspect

Time: ✅ 1.312µs (SLO: <10.000µs 📉 -86.9%) vs baseline: -0.6%

Memory: ✅ 40.285MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +5.0%

✅ re_search_aspect

Time: ✅ 2.577µs (SLO: <10.000µs 📉 -74.2%) vs baseline: -0.2%

Memory: ✅ 40.246MB (SLO: <41.000MB 🟡 -1.8%) vs baseline: +4.5%

✅ re_search_noaspect

Time: ✅ 1.193µs (SLO: <10.000µs 📉 -88.1%) vs baseline: -0.5%

Memory: ✅ 40.383MB (SLO: <41.000MB 🟡 -1.5%) vs baseline: +5.2%

✅ re_sub_aspect

Time: ✅ 3.396µs (SLO: <10.000µs 📉 -66.0%) vs baseline: -0.2%

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

✅ re_sub_noaspect

Time: ✅ 1.556µs (SLO: <10.000µs 📉 -84.4%) vs baseline: +2.7%

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

✅ re_subn_aspect

Time: ✅ 3.656µs (SLO: <10.000µs 📉 -63.4%) vs baseline: -1.2%

Memory: ✅ 40.226MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +4.7%

✅ re_subn_noaspect

Time: ✅ 1.612µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +1.5%

Memory: ✅ 40.108MB (SLO: <41.000MB -2.2%) vs baseline: +4.5%

🟡 iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 1.526µs (SLO: <10.000µs 📉 -84.7%) vs baseline: +4.1%

Memory: ✅ 40.305MB (SLO: <41.000MB 🟡 -1.7%) vs baseline: +4.8%

✅ rsplit_noaspect

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

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

✅ split_aspect

Time: ✅ 1.440µs (SLO: <10.000µs 📉 -85.6%) vs baseline: +1.3%

Memory: ✅ 40.206MB (SLO: <41.000MB 🟡 -1.9%) vs baseline: +5.0%

✅ split_noaspect

Time: ✅ 0.571µs (SLO: <10.000µs 📉 -94.3%) vs baseline: ~same

Memory: ✅ 40.324MB (SLO: <41.000MB 🟡 -1.6%) vs baseline: +4.9%

✅ splitlines_aspect

Time: ✅ 1.407µs (SLO: <10.000µs 📉 -85.9%) vs baseline: -0.6%

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

✅ splitlines_noaspect

Time: ✅ 0.591µs (SLO: <10.000µs 📉 -94.1%) vs baseline: +2.0%

Memory: ✅ 40.128MB (SLO: <41.000MB -2.1%) vs baseline: +4.8%

🟡 otelspan - 22/22

✅ add-event

Time: ✅ 39.602ms (SLO: <47.150ms 📉 -16.0%) vs baseline: +0.2%

Memory: ✅ 39.615MB (SLO: <47.000MB 📉 -15.7%) vs baseline: +5.4%

✅ add-metrics

Time: ✅ 262.650ms (SLO: <344.800ms 📉 -23.8%) vs baseline: +0.3%

Memory: ✅ 43.771MB (SLO: <47.500MB -7.9%) vs baseline: +4.7%

✅ add-tags

Time: ✅ 315.837ms (SLO: <321.000ms 🟡 -1.6%) vs baseline: +0.5%

Memory: ✅ 43.749MB (SLO: <47.500MB -7.9%) vs baseline: +4.7%

✅ get-context

Time: ✅ 79.871ms (SLO: <92.350ms 📉 -13.5%) vs baseline: ~same

Memory: ✅ 39.656MB (SLO: <46.500MB 📉 -14.7%) vs baseline: +4.5%

✅ is-recording

Time: ✅ 37.179ms (SLO: <44.500ms 📉 -16.5%) vs baseline: +0.1%

Memory: ✅ 39.528MB (SLO: <47.500MB 📉 -16.8%) vs baseline: +5.0%

✅ record-exception

Time: ✅ 58.280ms (SLO: <67.650ms 📉 -13.9%) vs baseline: ~same

Memory: ✅ 39.971MB (SLO: <47.000MB 📉 -15.0%) vs baseline: +4.9%

✅ set-status

Time: ✅ 43.496ms (SLO: <50.400ms 📉 -13.7%) vs baseline: -0.8%

Memory: ✅ 39.586MB (SLO: <47.000MB 📉 -15.8%) vs baseline: +5.3%

✅ start

Time: ✅ 37.516ms (SLO: <43.450ms 📉 -13.7%) vs baseline: +2.3%

Memory: ✅ 39.540MB (SLO: <47.000MB 📉 -15.9%) vs baseline: +4.7%

✅ start-finish

Time: ✅ 82.066ms (SLO: <88.000ms -6.7%) vs baseline: ~same

Memory: ✅ 37.257MB (SLO: <46.500MB 📉 -19.9%) vs baseline: +5.0%

✅ start-finish-telemetry

Time: ✅ 83.637ms (SLO: <89.000ms -6.0%) vs baseline: -0.2%

Memory: ✅ 37.257MB (SLO: <46.500MB 📉 -19.9%) vs baseline: +4.9%

✅ update-name

Time: ✅ 38.067ms (SLO: <45.150ms 📉 -15.7%) vs baseline: ~same

Memory: ✅ 39.753MB (SLO: <47.000MB 📉 -15.4%) vs baseline: +5.4%

🟡 packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 341.890ms (SLO: <354.300ms -3.5%) vs baseline: -1.1%

Memory: ✅ 40.850MB (SLO: <41.500MB 🟡 -1.6%) vs baseline: +5.5%

✅ cache_on

Time: ✅ 0.383µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.8%

Memory: ✅ 39.299MB (SLO: <41.000MB -4.1%) vs baseline: +4.3%

🟡 ratelimiter - 12/12

✅ defaults

Time: ✅ 2.357µs (SLO: <10.000µs 📉 -76.4%) vs baseline: ~same

Memory: ✅ 35.095MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +5.0%

✅ high_rate_limit

Time: ✅ 2.429µs (SLO: <10.000µs 📉 -75.7%) vs baseline: +0.3%

Memory: ✅ 34.996MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.6%

✅ long_window

Time: ✅ 2.372µs (SLO: <10.000µs 📉 -76.3%) vs baseline: +0.9%

Memory: ✅ 35.114MB (SLO: <35.500MB 🟡 -1.1%) vs baseline: +4.8%

✅ low_rate_limit

Time: ✅ 2.369µs (SLO: <10.000µs 📉 -76.3%) vs baseline: +0.7%

Memory: ✅ 35.036MB (SLO: <35.500MB 🟡 -1.3%) vs baseline: +4.8%

✅ no_rate_limit

Time: ✅ 0.821µs (SLO: <10.000µs 📉 -91.8%) vs baseline: -0.3%

Memory: ✅ 35.212MB (SLO: <35.500MB 🟡 -0.8%) vs baseline: +5.5%

✅ short_window

Time: ✅ 2.499µs (SLO: <10.000µs 📉 -75.0%) vs baseline: -0.2%

Memory: ✅ 35.016MB (SLO: <35.500MB 🟡 -1.4%) vs baseline: +4.7%

🟡 recursivecomputation - 8/8

✅ deep

Time: ✅ 309.257ms (SLO: <320.950ms -3.6%) vs baseline: +0.2%

Memory: ✅ 35.960MB (SLO: <36.500MB 🟡 -1.5%) vs baseline: +4.9%

✅ deep-profiled

Time: ✅ 328.519ms (SLO: <359.150ms -8.5%) vs baseline: +0.3%

Memory: ✅ 39.813MB (SLO: <40.500MB 🟡 -1.7%) vs baseline: +4.7%

✅ medium

Time: ✅ 6.994ms (SLO: <7.400ms -5.5%) vs baseline: ~same

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

✅ shallow

Time: ✅ 0.944ms (SLO: <1.050ms 📉 -10.1%) vs baseline: +0.9%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +4.6%

🟡 sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.668µs (SLO: <20.000µs 📉 -46.7%) vs baseline: +0.8%

Memory: ✅ 35.783MB (SLO: <36.000MB 🟡 -0.6%) vs baseline: +4.9%

✅ all-enabled

Time: ✅ 41.370µs (SLO: <50.000µs 📉 -17.3%) vs baseline: +3.2%

Memory: ✅ 35.625MB (SLO: <36.000MB 🟡 -1.0%) vs baseline: +4.5%

✅ collectipvariant_exists

Time: ✅ 40.968µs (SLO: <50.000µs 📉 -18.1%) vs baseline: +0.7%

Memory: ✅ 35.527MB (SLO: <36.000MB 🟡 -1.3%) vs baseline: +4.7%

✅ no-collectipvariant

Time: ✅ 40.244µs (SLO: <50.000µs 📉 -19.5%) vs baseline: +0.6%

Memory: ✅ 35.429MB (SLO: <36.000MB 🟡 -1.6%) vs baseline: +4.0%

✅ no-useragentvariant

Time: ✅ 39.050µs (SLO: <50.000µs 📉 -21.9%) vs baseline: +0.1%

Memory: ✅ 35.507MB (SLO: <36.000MB 🟡 -1.4%) vs baseline: +4.4%

✅ obfuscation-no-query

Time: ✅ 40.507µs (SLO: <50.000µs 📉 -19.0%) vs baseline: +0.4%

Memory: ✅ 35.566MB (SLO: <36.000MB 🟡 -1.2%) vs baseline: +4.5%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 76.052µs (SLO: <90.000µs 📉 -15.5%) vs baseline: ~same

Memory: ✅ 35.665MB (SLO: <36.500MB -2.3%) vs baseline: +4.6%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.679µs (SLO: <90.000µs 📉 -14.8%) vs baseline: +0.2%

Memory: ✅ 35.547MB (SLO: <36.500MB -2.6%) vs baseline: +4.3%

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.621µs (SLO: <170.000µs -9.0%) vs baseline: +0.3%

Memory: ✅ 35.625MB (SLO: <36.500MB -2.4%) vs baseline: +4.7%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 149.169µs (SLO: <160.000µs -6.8%) vs baseline: +0.4%

Memory: ✅ 35.763MB (SLO: <36.500MB -2.0%) vs baseline: +5.1%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 155.221µs (SLO: <170.000µs -8.7%) vs baseline: +0.2%

Memory: ✅ 35.684MB (SLO: <36.500MB -2.2%) vs baseline: +5.0%

✅ useragentvariant_exists_1

Time: ✅ 39.720µs (SLO: <50.000µs 📉 -20.6%) vs baseline: +0.5%

Memory: ✅ 35.547MB (SLO: <36.000MB 🟡 -1.3%) vs baseline: +4.6%

✅ useragentvariant_exists_2

Time: ✅ 40.741µs (SLO: <50.000µs 📉 -18.5%) vs baseline: +0.5%

Memory: ✅ 35.625MB (SLO: <36.000MB 🟡 -1.0%) vs baseline: +4.7%

✅ useragentvariant_exists_3

Time: ✅ 40.113µs (SLO: <50.000µs 📉 -19.8%) vs baseline: -0.4%

Memory: ✅ 35.665MB (SLO: <36.000MB 🟡 -0.9%) vs baseline: +5.0%

✅ useragentvariant_not_exists_1

Time: ✅ 39.508µs (SLO: <50.000µs 📉 -21.0%) vs baseline: -0.1%

Memory: ✅ 35.429MB (SLO: <36.000MB 🟡 -1.6%) vs baseline: +4.3%

✅ useragentvariant_not_exists_2

Time: ✅ 39.564µs (SLO: <50.000µs 📉 -20.9%) vs baseline: ~same

Memory: ✅ 35.625MB (SLO: <36.000MB 🟡 -1.0%) vs baseline: +4.7%

🟡 tracer - 6/6

✅ large

Time: ✅ 29.127ms (SLO: <32.950ms 📉 -11.6%) vs baseline: -0.7%

Memory: ✅ 35.920MB (SLO: <36.500MB 🟡 -1.6%) vs baseline: +5.0%

✅ medium

Time: ✅ 2.887ms (SLO: <3.200ms -9.8%) vs baseline: -0.1%

Memory: ✅ 34.800MB (SLO: <35.500MB 🟡 -2.0%) vs baseline: +5.0%

✅ small

Time: ✅ 332.845µs (SLO: <370.000µs 📉 -10.0%) vs baseline: +1.7%

Memory: ✅ 34.760MB (SLO: <35.500MB -2.1%) vs baseline: +5.1%

⚠️ Unstable Tests (1 suite)
⚠️ packagesupdateimporteddependencies - 24/24 (1 unstable)

✅ import_many

Time: ✅ 155.104µs (SLO: <170.000µs -8.8%) vs baseline: ~same

Memory: ✅ 39.465MB (SLO: <41.000MB -3.7%) vs baseline: +5.2%

✅ import_many_cached

Time: ✅ 120.615µs (SLO: <130.000µs -7.2%) vs baseline: -0.5%

Memory: ✅ 39.365MB (SLO: <41.000MB -4.0%) vs baseline: +4.8%

✅ import_many_stdlib

Time: ✅ 0.753ms (SLO: <1.750ms 📉 -57.0%) vs baseline: +0.2%

Memory: ✅ 39.389MB (SLO: <41.000MB -3.9%) vs baseline: +4.6%

⚠️ import_many_stdlib_cached

Time: ⚠️ 0.171ms (SLO: <1.100ms 📉 -84.4%) vs baseline: -0.3%

Memory: ✅ 39.461MB (SLO: <41.000MB -3.8%) vs baseline: +4.7%

✅ import_many_unknown

Time: ✅ 829.053µs (SLO: <890.000µs -6.8%) vs baseline: -1.5%

Memory: ✅ 39.509MB (SLO: <41.000MB -3.6%) vs baseline: +4.7%

✅ import_many_unknown_cached

Time: ✅ 794.049µs (SLO: <870.000µs -8.7%) vs baseline: -0.1%

Memory: ✅ 39.518MB (SLO: <41.000MB -3.6%) vs baseline: +5.1%

✅ import_one

Time: ✅ 19.772µs (SLO: <30.000µs 📉 -34.1%) vs baseline: +0.5%

Memory: ✅ 39.469MB (SLO: <41.000MB -3.7%) vs baseline: +4.9%

✅ import_one_cache

Time: ✅ 6.273µs (SLO: <10.000µs 📉 -37.3%) vs baseline: ~same

Memory: ✅ 39.350MB (SLO: <41.000MB -4.0%) vs baseline: +4.9%

✅ import_one_stdlib

Time: ✅ 18.648µs (SLO: <20.000µs -6.8%) vs baseline: ~same

Memory: ✅ 39.367MB (SLO: <41.000MB -4.0%) vs baseline: +4.8%

✅ import_one_stdlib_cache

Time: ✅ 6.277µs (SLO: <10.000µs 📉 -37.2%) vs baseline: +0.1%

Memory: ✅ 39.630MB (SLO: <41.000MB -3.3%) vs baseline: +5.3%

✅ import_one_unknown

Time: ✅ 45.309µs (SLO: <50.000µs -9.4%) vs baseline: +0.3%

Memory: ✅ 39.551MB (SLO: <41.000MB -3.5%) vs baseline: +4.9%

✅ import_one_unknown_cache

Time: ✅ 6.280µs (SLO: <10.000µs 📉 -37.2%) vs baseline: ~same

Memory: ✅ 39.589MB (SLO: <41.000MB -3.4%) vs baseline: +5.2%

✅ All Tests Passing (7 suites)
✅ djangosimple - 30/30

✅ appsec

Time: ✅ 19.553ms (SLO: <22.300ms 📉 -12.3%) vs baseline: ~same

Memory: ✅ 67.849MB (SLO: <70.500MB -3.8%) vs baseline: +4.7%

✅ exception-replay-enabled

Time: ✅ 1.362ms (SLO: <1.450ms -6.1%) vs baseline: ~same

Memory: ✅ 66.116MB (SLO: <67.500MB -2.1%) vs baseline: +4.9%

✅ iast

Time: ✅ 19.668ms (SLO: <22.250ms 📉 -11.6%) vs baseline: +0.4%

Memory: ✅ 67.908MB (SLO: <70.000MB -3.0%) vs baseline: +4.8%

✅ profiler

Time: ✅ 15.466ms (SLO: <16.550ms -6.6%) vs baseline: +0.1%

Memory: ✅ 56.291MB (SLO: <57.500MB -2.1%) vs baseline: +5.0%

✅ resource-renaming

Time: ✅ 19.408ms (SLO: <21.750ms 📉 -10.8%) vs baseline: -0.5%

Memory: ✅ 67.849MB (SLO: <70.500MB -3.8%) vs baseline: +4.8%

✅ span-code-origin

Time: ✅ 19.929ms (SLO: <28.200ms 📉 -29.3%) vs baseline: +1.3%

Memory: ✅ 68.029MB (SLO: <71.000MB -4.2%) vs baseline: +4.7%

✅ tracer

Time: ✅ 19.627ms (SLO: <21.750ms -9.8%) vs baseline: +0.5%

Memory: ✅ 67.908MB (SLO: <70.000MB -3.0%) vs baseline: +4.9%

✅ tracer-and-profiler

Time: ✅ 21.276ms (SLO: <23.500ms -9.5%) vs baseline: ~same

Memory: ✅ 69.304MB (SLO: <71.000MB -2.4%) vs baseline: +4.9%

✅ tracer-dont-create-db-spans

Time: ✅ 19.635ms (SLO: <21.500ms -8.7%) vs baseline: -0.2%

Memory: ✅ 67.849MB (SLO: <70.000MB -3.1%) vs baseline: +4.9%

✅ tracer-minimal

Time: ✅ 16.814ms (SLO: <17.500ms -3.9%) vs baseline: ~same

Memory: ✅ 67.786MB (SLO: <70.000MB -3.2%) vs baseline: +4.8%

✅ tracer-native

Time: ✅ 19.524ms (SLO: <21.750ms 📉 -10.2%) vs baseline: +0.2%

Memory: ✅ 67.810MB (SLO: <72.500MB -6.5%) vs baseline: +4.7%

✅ tracer-no-caches

Time: ✅ 17.621ms (SLO: <19.650ms 📉 -10.3%) vs baseline: +0.4%

Memory: ✅ 67.790MB (SLO: <70.000MB -3.2%) vs baseline: +4.7%

✅ tracer-no-databases

Time: ✅ 19.111ms (SLO: <20.100ms -4.9%) vs baseline: -0.2%

Memory: ✅ 67.830MB (SLO: <70.000MB -3.1%) vs baseline: +5.0%

✅ tracer-no-middleware

Time: ✅ 19.301ms (SLO: <21.500ms 📉 -10.2%) vs baseline: -0.2%

Memory: ✅ 67.849MB (SLO: <70.000MB -3.1%) vs baseline: +4.9%

✅ tracer-no-templates

Time: ✅ 19.691ms (SLO: <22.000ms 📉 -10.5%) vs baseline: +1.9%

Memory: ✅ 67.810MB (SLO: <70.500MB -3.8%) vs baseline: +4.7%

✅ flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 2.064ms (SLO: <4.200ms 📉 -50.9%) vs baseline: ~same

Memory: ✅ 55.404MB (SLO: <66.000MB 📉 -16.1%) vs baseline: +4.9%

✅ iast-enabled

Time: ✅ 2.067ms (SLO: <2.800ms 📉 -26.2%) vs baseline: ~same

Memory: ✅ 55.424MB (SLO: <62.500MB 📉 -11.3%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 2.057ms (SLO: <2.250ms -8.6%) vs baseline: ~same

Memory: ✅ 55.365MB (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: ✅ 40.344MB (SLO: <41.500MB -2.8%) vs baseline: +4.9%

✅ add_inplace_aspect

Time: ✅ 0.403µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.7%

Memory: ✅ 40.167MB (SLO: <41.500MB -3.2%) vs baseline: +4.3%

✅ add_inplace_noaspect

Time: ✅ 0.321µs (SLO: <10.000µs 📉 -96.8%) vs baseline: +1.3%

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +5.0%

✅ add_noaspect

Time: ✅ 0.279µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +0.3%

Memory: ✅ 40.108MB (SLO: <41.500MB -3.4%) vs baseline: +4.5%

✅ bytearray_aspect

Time: ✅ 1.340µs (SLO: <10.000µs 📉 -86.6%) vs baseline: -0.4%

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

✅ bytearray_extend_aspect

Time: ✅ 1.494µs (SLO: <10.000µs 📉 -85.1%) vs baseline: -0.7%

Memory: ✅ 40.324MB (SLO: <41.500MB -2.8%) vs baseline: +4.8%

✅ bytearray_extend_noaspect

Time: ✅ 0.615µs (SLO: <10.000µs 📉 -93.8%) vs baseline: -0.2%

Memory: ✅ 40.364MB (SLO: <41.500MB -2.7%) vs baseline: +5.1%

✅ bytearray_noaspect

Time: ✅ 0.482µs (SLO: <10.000µs 📉 -95.2%) vs baseline: -0.3%

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

✅ bytes_aspect

Time: ✅ 1.295µs (SLO: <10.000µs 📉 -87.0%) vs baseline: +1.3%

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

✅ bytes_noaspect

Time: ✅ 0.492µs (SLO: <10.000µs 📉 -95.1%) vs baseline: ~same

Memory: ✅ 40.088MB (SLO: <41.500MB -3.4%) vs baseline: +4.4%

✅ bytesio_aspect

Time: ✅ 1.359µs (SLO: <10.000µs 📉 -86.4%) vs baseline: +2.6%

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +4.8%

✅ bytesio_noaspect

Time: ✅ 0.496µs (SLO: <10.000µs 📉 -95.0%) vs baseline: -0.1%

Memory: ✅ 40.128MB (SLO: <41.500MB -3.3%) vs baseline: +4.4%

✅ capitalize_aspect

Time: ✅ 0.736µs (SLO: <10.000µs 📉 -92.6%) vs baseline: -0.5%

Memory: ✅ 40.324MB (SLO: <41.500MB -2.8%) vs baseline: +4.3%

✅ capitalize_noaspect

Time: ✅ 0.436µs (SLO: <10.000µs 📉 -95.6%) vs baseline: -0.7%

Memory: ✅ 40.147MB (SLO: <41.500MB -3.3%) vs baseline: +5.0%

✅ casefold_aspect

Time: ✅ 0.732µs (SLO: <10.000µs 📉 -92.7%) vs baseline: -0.9%

Memory: ✅ 40.049MB (SLO: <41.500MB -3.5%) vs baseline: +4.2%

✅ casefold_noaspect

Time: ✅ 0.369µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -0.2%

Memory: ✅ 40.147MB (SLO: <41.500MB -3.3%) vs baseline: +4.6%

✅ decode_aspect

Time: ✅ 0.724µs (SLO: <10.000µs 📉 -92.8%) vs baseline: +0.1%

Memory: ✅ 40.285MB (SLO: <41.500MB -2.9%) vs baseline: +5.1%

✅ decode_noaspect

Time: ✅ 0.420µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +1.1%

Memory: ✅ 40.128MB (SLO: <41.500MB -3.3%) vs baseline: +4.3%

✅ encode_aspect

Time: ✅ 0.709µs (SLO: <10.000µs 📉 -92.9%) vs baseline: -1.2%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +5.0%

✅ encode_noaspect

Time: ✅ 0.407µs (SLO: <10.000µs 📉 -95.9%) vs baseline: -0.5%

Memory: ✅ 40.069MB (SLO: <41.500MB -3.4%) vs baseline: +4.3%

✅ format_aspect

Time: ✅ 3.403µs (SLO: <10.000µs 📉 -66.0%) vs baseline: -1.6%

Memory: ✅ 40.305MB (SLO: <41.500MB -2.9%) vs baseline: +4.6%

✅ format_map_aspect

Time: ✅ 3.535µs (SLO: <10.000µs 📉 -64.6%) vs baseline: -1.3%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +4.5%

✅ format_map_noaspect

Time: ✅ 0.775µs (SLO: <10.000µs 📉 -92.2%) vs baseline: -0.3%

Memory: ✅ 40.088MB (SLO: <41.500MB -3.4%) vs baseline: +4.4%

✅ format_noaspect

Time: ✅ 0.596µs (SLO: <10.000µs 📉 -94.0%) vs baseline: -0.3%

Memory: ✅ 40.364MB (SLO: <41.500MB -2.7%) vs baseline: +5.4%

✅ index_aspect

Time: ✅ 0.358µs (SLO: <10.000µs 📉 -96.4%) vs baseline: +0.9%

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +4.7%

✅ index_noaspect

Time: ✅ 0.280µs (SLO: <10.000µs 📉 -97.2%) vs baseline: -0.3%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +4.8%

✅ join_aspect

Time: ✅ 1.330µs (SLO: <10.000µs 📉 -86.7%) vs baseline: -1.2%

Memory: ✅ 40.147MB (SLO: <41.500MB -3.3%) vs baseline: +4.7%

✅ join_noaspect

Time: ✅ 0.485µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -1.0%

Memory: ✅ 40.069MB (SLO: <41.500MB -3.4%) vs baseline: +4.2%

✅ ljust_aspect

Time: ✅ 2.591µs (SLO: <20.000µs 📉 -87.0%) vs baseline: +0.6%

Memory: ✅ 40.265MB (SLO: <41.500MB -3.0%) vs baseline: +4.1%

✅ ljust_noaspect

Time: ✅ 0.403µs (SLO: <10.000µs 📉 -96.0%) vs baseline: +0.8%

Memory: ✅ 40.206MB (SLO: <41.500MB -3.1%) vs baseline: +4.7%

✅ lower_aspect

Time: ✅ 2.285µs (SLO: <10.000µs 📉 -77.1%) vs baseline: +2.1%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +4.0%

✅ lower_noaspect

Time: ✅ 0.370µs (SLO: <10.000µs 📉 -96.3%) vs baseline: +0.5%

Memory: ✅ 40.285MB (SLO: <41.500MB -2.9%) vs baseline: +5.3%

✅ lstrip_aspect

Time: ✅ 2.252µs (SLO: <20.000µs 📉 -88.7%) vs baseline: +0.6%

Memory: ✅ 40.324MB (SLO: <41.500MB -2.8%) vs baseline: +5.4%

✅ lstrip_noaspect

Time: ✅ 0.385µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.3%

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

✅ modulo_aspect

Time: ✅ 1.039µs (SLO: <10.000µs 📉 -89.6%) vs baseline: +3.6%

Memory: ✅ 40.147MB (SLO: <41.500MB -3.3%) vs baseline: +4.1%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.545µs (SLO: <10.000µs 📉 -84.6%) vs baseline: -0.3%

Memory: ✅ 40.364MB (SLO: <41.500MB -2.7%) vs baseline: +5.1%

✅ modulo_aspect_for_bytes

Time: ✅ 0.978µs (SLO: <10.000µs 📉 -90.2%) vs baseline: +0.7%

Memory: ✅ 40.147MB (SLO: <41.500MB -3.3%) vs baseline: +4.3%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.238µs (SLO: <10.000µs 📉 -87.6%) vs baseline: +0.8%

Memory: ✅ 40.206MB (SLO: <41.500MB -3.1%) vs baseline: +4.8%

✅ modulo_noaspect

Time: ✅ 0.626µs (SLO: <10.000µs 📉 -93.7%) vs baseline: +0.3%

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

✅ replace_aspect

Time: ✅ 4.867µs (SLO: <10.000µs 📉 -51.3%) vs baseline: -1.0%

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

✅ replace_noaspect

Time: ✅ 0.459µs (SLO: <10.000µs 📉 -95.4%) vs baseline: +0.2%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +5.0%

✅ repr_aspect

Time: ✅ 0.913µs (SLO: <10.000µs 📉 -90.9%) vs baseline: +0.4%

Memory: ✅ 40.364MB (SLO: <41.500MB -2.7%) vs baseline: +4.9%

✅ repr_noaspect

Time: ✅ 0.418µs (SLO: <10.000µs 📉 -95.8%) vs baseline: -1.3%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +4.9%

✅ rstrip_aspect

Time: ✅ 1.939µs (SLO: <20.000µs 📉 -90.3%) vs baseline: +0.3%

Memory: ✅ 40.206MB (SLO: <41.500MB -3.1%) vs baseline: +4.7%

✅ rstrip_noaspect

Time: ✅ 0.383µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +1.2%

Memory: ✅ 40.226MB (SLO: <41.500MB -3.1%) vs baseline: +4.9%

✅ slice_aspect

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

Memory: ✅ 40.128MB (SLO: <41.500MB -3.3%) vs baseline: +4.9%

✅ slice_noaspect

Time: ✅ 0.444µs (SLO: <10.000µs 📉 -95.6%) vs baseline: -1.2%

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

✅ stringio_aspect

Time: ✅ 1.547µs (SLO: <10.000µs 📉 -84.5%) vs baseline: +0.1%

Memory: ✅ 40.246MB (SLO: <41.500MB -3.0%) vs baseline: +4.7%

✅ stringio_noaspect

Time: ✅ 0.723µs (SLO: <10.000µs 📉 -92.8%) vs baseline: +0.5%

Memory: ✅ 40.108MB (SLO: <41.500MB -3.4%) vs baseline: +4.8%

✅ strip_aspect

Time: ✅ 2.228µs (SLO: <20.000µs 📉 -88.9%) vs baseline: ~same

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +3.8%

✅ strip_noaspect

Time: ✅ 0.385µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.3%

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

✅ swapcase_aspect

Time: ✅ 2.519µs (SLO: <10.000µs 📉 -74.8%) vs baseline: +2.6%

Memory: ✅ 40.246MB (SLO: <41.500MB -3.0%) vs baseline: +4.1%

✅ swapcase_noaspect

Time: ✅ 0.535µs (SLO: <10.000µs 📉 -94.6%) vs baseline: -0.3%

Memory: ✅ 40.128MB (SLO: <41.500MB -3.3%) vs baseline: +4.7%

✅ title_aspect

Time: ✅ 2.439µs (SLO: <10.000µs 📉 -75.6%) vs baseline: +2.3%

Memory: ✅ 40.187MB (SLO: <41.500MB -3.2%) vs baseline: +3.9%

✅ title_noaspect

Time: ✅ 0.505µs (SLO: <10.000µs 📉 -94.9%) vs baseline: +1.3%

Memory: ✅ 40.167MB (SLO: <41.500MB -3.2%) vs baseline: +4.4%

✅ translate_aspect

Time: ✅ 3.308µs (SLO: <10.000µs 📉 -66.9%) vs baseline: -0.2%

Memory: ✅ 40.108MB (SLO: <41.500MB -3.4%) vs baseline: +3.9%

✅ translate_noaspect

Time: ✅ 1.041µs (SLO: <10.000µs 📉 -89.6%) vs baseline: +0.2%

Memory: ✅ 40.324MB (SLO: <41.500MB -2.8%) vs baseline: +5.0%

✅ upper_aspect

Time: ✅ 2.300µs (SLO: <10.000µs 📉 -77.0%) vs baseline: +2.7%

Memory: ✅ 40.167MB (SLO: <41.500MB -3.2%) vs baseline: +3.9%

✅ upper_noaspect

Time: ✅ 0.368µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -1.0%

Memory: ✅ 40.069MB (SLO: <41.500MB -3.4%) vs baseline: +4.7%

✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 48.650µs (SLO: <60.000µs 📉 -18.9%) vs baseline: +0.4%

Memory: ✅ 40.108MB (SLO: <42.000MB -4.5%) vs baseline: +5.0%

✅ propagation_enabled

Time: ✅ 174.055µs (SLO: <190.000µs -8.4%) vs baseline: -0.2%

Memory: ✅ 40.147MB (SLO: <42.000MB -4.4%) vs baseline: +5.1%

✅ propagation_enabled_100

Time: ✅ 1.924ms (SLO: <2.300ms 📉 -16.3%) vs baseline: +0.8%

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

✅ propagation_enabled_1000

Time: ✅ 32.774ms (SLO: <34.550ms -5.1%) vs baseline: +0.7%

Memory: ✅ 40.108MB (SLO: <42.000MB -4.5%) vs baseline: +4.8%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.603ms (SLO: <42.000ms -3.3%) vs baseline: +0.6%

Memory: ✅ 37.552MB (SLO: <39.000MB -3.7%) vs baseline: +4.5%

✅ add-link

Time: ✅ 36.529ms (SLO: <38.550ms -5.2%) vs baseline: +0.8%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +4.5%

✅ add-metrics

Time: ✅ 219.431ms (SLO: <232.000ms -5.4%) vs baseline: +0.7%

Memory: ✅ 37.650MB (SLO: <39.000MB -3.5%) vs baseline: +5.0%

✅ add-tags

Time: ✅ 211.284ms (SLO: <221.600ms -4.7%) vs baseline: +0.6%

Memory: ✅ 37.552MB (SLO: <39.000MB -3.7%) vs baseline: +4.7%

✅ get-context

Time: ✅ 29.055ms (SLO: <31.300ms -7.2%) vs baseline: ~same

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +4.9%

✅ is-recording

Time: ✅ 29.240ms (SLO: <31.000ms -5.7%) vs baseline: +0.7%

Memory: ✅ 37.591MB (SLO: <39.000MB -3.6%) vs baseline: +4.6%

✅ record-exception

Time: ✅ 63.071ms (SLO: <65.850ms -4.2%) vs baseline: -0.4%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +5.0%

✅ set-status

Time: ✅ 32.063ms (SLO: <34.150ms -6.1%) vs baseline: +0.5%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +4.7%

✅ start

Time: ✅ 29.292ms (SLO: <30.150ms -2.8%) vs baseline: +1.6%

Memory: ✅ 37.631MB (SLO: <39.000MB -3.5%) vs baseline: +4.6%

✅ start-finish

Time: ✅ 34.075ms (SLO: <35.350ms -3.6%) vs baseline: +0.1%

Memory: ✅ 37.611MB (SLO: <39.000MB -3.6%) vs baseline: +5.0%

✅ start-finish-telemetry

Time: ✅ 33.927ms (SLO: <35.450ms -4.3%) vs baseline: ~same

Memory: ✅ 37.532MB (SLO: <39.000MB -3.8%) vs baseline: +4.6%

✅ update-name

Time: ✅ 31.010ms (SLO: <33.400ms -7.2%) vs baseline: -0.5%

Memory: ✅ 37.670MB (SLO: <39.000MB -3.4%) vs baseline: +5.1%

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 137.194µs (SLO: <290.000µs 📉 -52.7%) vs baseline: -0.9%

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

✅ high_match

Time: ✅ 172.705µs (SLO: <480.000µs 📉 -64.0%) vs baseline: -1.1%

Memory: ✅ 34.682MB (SLO: <35.500MB -2.3%) vs baseline: +4.4%

✅ low_match

Time: ✅ 98.407µs (SLO: <120.000µs 📉 -18.0%) vs baseline: -0.1%

Memory: ✅ 603.585MB (SLO: <700.000MB 📉 -13.8%) vs baseline: +4.9%

✅ very_low_match

Time: ✅ 2.659ms (SLO: <8.500ms 📉 -68.7%) vs baseline: +0.2%

Memory: ✅ 71.183MB (SLO: <75.000MB -5.1%) vs baseline: +5.1%

✅ span - 26/26

✅ add-event

Time: ✅ 18.149ms (SLO: <22.500ms 📉 -19.3%) vs baseline: ~same

Memory: ✅ 36.961MB (SLO: <53.000MB 📉 -30.3%) vs baseline: +5.1%

✅ add-metrics

Time: ✅ 88.966ms (SLO: <93.500ms -4.8%) vs baseline: +0.5%

Memory: ✅ 41.170MB (SLO: <53.000MB 📉 -22.3%) vs baseline: +5.2%

✅ add-tags

Time: ✅ 142.380ms (SLO: <155.000ms -8.1%) vs baseline: ~same

Memory: ✅ 41.095MB (SLO: <53.000MB 📉 -22.5%) vs baseline: +5.0%

✅ get-context

Time: ✅ 16.983ms (SLO: <20.500ms 📉 -17.2%) vs baseline: +0.4%

Memory: ✅ 36.707MB (SLO: <53.000MB 📉 -30.7%) vs baseline: +4.6%

✅ is-recording

Time: ✅ 17.267ms (SLO: <20.500ms 📉 -15.8%) vs baseline: +0.2%

Memory: ✅ 36.724MB (SLO: <53.000MB 📉 -30.7%) vs baseline: +4.7%

✅ record-exception

Time: ✅ 36.726ms (SLO: <40.000ms -8.2%) vs baseline: +1.1%

Memory: ✅ 37.336MB (SLO: <53.000MB 📉 -29.6%) vs baseline: +4.7%

✅ set-status

Time: ✅ 18.696ms (SLO: <22.000ms 📉 -15.0%) vs baseline: +0.5%

Memory: ✅ 36.802MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +5.2%

✅ start

Time: ✅ 17.450ms (SLO: <20.500ms 📉 -14.9%) vs baseline: +2.8%

Memory: ✅ 36.762MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +5.0%

✅ start-finish

Time: ✅ 50.941ms (SLO: <52.500ms -3.0%) vs baseline: ~same

Memory: ✅ 34.741MB (SLO: <35.500MB -2.1%) vs baseline: +4.7%

✅ start-finish-telemetry

Time: ✅ 52.359ms (SLO: <54.500ms -3.9%) vs baseline: +0.2%

Memory: ✅ 34.721MB (SLO: <35.500MB -2.2%) vs baseline: +4.7%

✅ start-finish-traceid128

Time: ✅ 54.158ms (SLO: <57.000ms -5.0%) vs baseline: ~same

Memory: ✅ 34.682MB (SLO: <35.500MB -2.3%) vs baseline: +4.7%

✅ start-traceid128

Time: ✅ 17.239ms (SLO: <22.500ms 📉 -23.4%) vs baseline: +0.9%

Memory: ✅ 36.803MB (SLO: <53.000MB 📉 -30.6%) vs baseline: +5.1%

✅ update-name

Time: ✅ 17.411ms (SLO: <22.000ms 📉 -20.9%) vs baseline: -0.1%

Memory: ✅ 36.853MB (SLO: <53.000MB 📉 -30.5%) vs baseline: +5.0%

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

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@sabrenner