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@sabrenner sabrenner commented Oct 9, 2025

Description

Adds server info metadata to llm observability mcp client session "root" spans. This information includes

  • server name
  • server version
  • server title

Additionally, adds similar tags to client tool spans:

  • For both client and server tool calls, mark which kind of tool call they are on a tag (as besides the name, which could vary for manual instrumentation, it is not apparent as they are just normal tool calls otherwise)
  • adds the mcp server name of the session the client tool call was used for

Lastly, generally for the mcp integration, we now mark client tool calls as errors when the tool result returned from the mcp server was an error as well.

MLOB-4147

Testing

Add unit tests, and additionally, verified through internal testing against a staging hash in our frontend.

Risks

None

@sabrenner sabrenner added the changelog/no-changelog A changelog entry is not required for this PR. label Oct 9, 2025
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github-actions bot commented Oct 9, 2025

CODEOWNERS have been resolved as:

releasenotes/notes/mcp-tracing-changes-4e0ac309865e782b.yaml            @DataDog/apm-python
ddtrace/contrib/internal/mcp/patch.py                                   @DataDog/ml-observability
ddtrace/llmobs/_integrations/mcp.py                                     @DataDog/ml-observability
tests/contrib/mcp/test_mcp_llmobs.py                                    @DataDog/ml-observability
tests/snapshots/tests.contrib.mcp.test_mcp.test_mcp_tool_error.json     @DataDog/apm-python

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github-actions bot commented Oct 9, 2025

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 246 ± 3 ms.

The average import time from base is: 245 ± 6 ms.

The import time difference between this PR and base is: 0.4 ± 0.2 ms.

The difference is not statistically significant (z = 2.00).

Import time breakdown

The following import paths have grown:

ddtrace.auto 0.045 ms (0.02%)
ddtrace 0.045 ms (0.02%)
ddtrace._logger 0.045 ms (0.02%)
ddtrace.internal.telemetry 0.045 ms (0.02%)
ddtrace.settings._agent 0.045 ms (0.02%)
ddtrace.settings._core 0.045 ms (0.02%)
ddtrace.internal.native 0.045 ms (0.02%)
ddtrace.internal.native._native 0.045 ms (0.02%)

The following import paths have shrunk:

ddtrace.auto 1.709 ms (0.70%)
ddtrace.bootstrap.sitecustomize 1.039 ms (0.42%)
ddtrace.bootstrap.preload 1.039 ms (0.42%)
ddtrace.internal.remoteconfig.client 0.568 ms (0.23%)
ddtrace 0.670 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%)

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pr-commenter bot commented Oct 9, 2025

Performance SLOs

Comparing candidate sabrenner/mcp-server-info (9ee52d3) with baseline 3.19 (015c84a)

🟡 Near SLO Breach (3 suites)
🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 4.593ms (SLO: <4.750ms -3.3%) vs baseline: +0.4%

Memory: ✅ 64.383MB (SLO: <66.500MB -3.2%) vs baseline: +4.9%


✅ appsec-post

Time: ✅ 6.637ms (SLO: <6.750ms 🟡 -1.7%) vs baseline: ~same

Memory: ✅ 64.372MB (SLO: <66.500MB -3.2%) vs baseline: +5.0%


✅ appsec-telemetry

Time: ✅ 4.587ms (SLO: <4.750ms -3.4%) vs baseline: -0.6%

Memory: ✅ 64.366MB (SLO: <66.500MB -3.2%) vs baseline: +5.0%


✅ debugger

Time: ✅ 1.857ms (SLO: <2.000ms -7.2%) vs baseline: -0.2%

Memory: ✅ 47.813MB (SLO: <49.500MB -3.4%) vs baseline: +4.8%


✅ iast-get

Time: ✅ 1.855ms (SLO: <2.000ms -7.2%) vs baseline: -0.6%

Memory: ✅ 44.620MB (SLO: <49.000MB -8.9%) vs baseline: +4.8%


✅ profiler

Time: ✅ 1.915ms (SLO: <2.100ms -8.8%) vs baseline: -0.6%

Memory: ✅ 48.807MB (SLO: <50.000MB -2.4%) vs baseline: +4.8%


✅ resource-renaming

Time: ✅ 3.363ms (SLO: <3.650ms -7.9%) vs baseline: ~same

Memory: ✅ 54.638MB (SLO: <56.000MB -2.4%) vs baseline: +4.8%


✅ tracer

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

Memory: ✅ 54.583MB (SLO: <56.500MB -3.4%) vs baseline: +4.8%


✅ tracer-native

Time: ✅ 3.350ms (SLO: <3.650ms -8.2%) vs baseline: ~same

Memory: ✅ 54.603MB (SLO: <60.000MB -9.0%) vs baseline: +4.9%


🟡 span - 26/26

✅ add-event

Time: ✅ 17.410ms (SLO: <22.500ms 📉 -22.6%) vs baseline: +1.0%

Memory: ✅ 36.372MB (SLO: <53.000MB 📉 -31.4%) vs baseline: +4.8%


✅ add-metrics

Time: ✅ 86.189ms (SLO: <93.500ms -7.8%) vs baseline: -1.4%

Memory: ✅ 40.760MB (SLO: <53.000MB 📉 -23.1%) vs baseline: +4.7%


✅ add-tags

Time: ✅ 145.058ms (SLO: <155.000ms -6.4%) vs baseline: +0.3%

Memory: ✅ 40.730MB (SLO: <53.000MB 📉 -23.2%) vs baseline: +4.6%


✅ get-context

Time: ✅ 16.068ms (SLO: <20.500ms 📉 -21.6%) vs baseline: -0.7%

Memory: ✅ 36.288MB (SLO: <53.000MB 📉 -31.5%) vs baseline: +4.2%


✅ is-recording

Time: ✅ 16.513ms (SLO: <20.500ms 📉 -19.4%) vs baseline: +1.1%

Memory: ✅ 36.468MB (SLO: <53.000MB 📉 -31.2%) vs baseline: +5.2%


✅ record-exception

Time: ✅ 35.541ms (SLO: <40.000ms 📉 -11.1%) vs baseline: +0.7%

Memory: ✅ 36.994MB (SLO: <53.000MB 📉 -30.2%) vs baseline: +5.2%


✅ set-status

Time: ✅ 18.237ms (SLO: <22.000ms 📉 -17.1%) vs baseline: +1.4%

Memory: ✅ 36.432MB (SLO: <53.000MB 📉 -31.3%) vs baseline: +5.2%


✅ start

Time: ✅ 16.278ms (SLO: <20.500ms 📉 -20.6%) vs baseline: +2.5%

Memory: ✅ 36.390MB (SLO: <53.000MB 📉 -31.3%) vs baseline: +4.8%


✅ start-finish

Time: ✅ 51.731ms (SLO: <52.500ms 🟡 -1.5%) vs baseline: +1.6%

Memory: ✅ 34.524MB (SLO: <35.500MB -2.7%) vs baseline: +4.9%


✅ start-finish-telemetry

Time: ✅ 52.043ms (SLO: <54.500ms -4.5%) vs baseline: -0.6%

Memory: ✅ 34.465MB (SLO: <35.500MB -2.9%) vs baseline: +4.4%


✅ start-finish-traceid128

Time: ✅ 53.851ms (SLO: <57.000ms -5.5%) vs baseline: ~same

Memory: ✅ 34.465MB (SLO: <35.500MB -2.9%) vs baseline: +5.0%


✅ start-traceid128

Time: ✅ 16.346ms (SLO: <22.500ms 📉 -27.3%) vs baseline: -0.3%

Memory: ✅ 36.408MB (SLO: <53.000MB 📉 -31.3%) vs baseline: +5.0%


✅ update-name

Time: ✅ 16.347ms (SLO: <22.000ms 📉 -25.7%) vs baseline: -0.9%

Memory: ✅ 36.442MB (SLO: <53.000MB 📉 -31.2%) vs baseline: +4.7%


🟡 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.045µs (SLO: <20.000µs 📉 -84.8%) vs baseline: +1.6%

Memory: ✅ 34.426MB (SLO: <35.500MB -3.0%) vs baseline: +4.9%


✅ 1-count-metrics-100-times

Time: ✅ 203.800µs (SLO: <220.000µs -7.4%) vs baseline: -0.6%

Memory: ✅ 34.485MB (SLO: <35.500MB -2.9%) vs baseline: +4.7%


✅ 1-distribution-metric-1-times

Time: ✅ 3.623µs (SLO: <20.000µs 📉 -81.9%) vs baseline: +9.6%

Memory: ✅ 34.544MB (SLO: <35.500MB -2.7%) vs baseline: +5.0%


✅ 1-distribution-metrics-100-times

Time: ✅ 213.546µs (SLO: <220.000µs -2.9%) vs baseline: -0.9%

Memory: ✅ 34.485MB (SLO: <35.500MB -2.9%) vs baseline: +4.9%


✅ 1-gauge-metric-1-times

Time: ✅ 2.173µs (SLO: <20.000µs 📉 -89.1%) vs baseline: -0.5%

Memory: ✅ 34.406MB (SLO: <35.500MB -3.1%) vs baseline: +4.7%


✅ 1-gauge-metrics-100-times

Time: ✅ 138.379µs (SLO: <150.000µs -7.7%) vs baseline: +1.1%

Memory: ✅ 34.505MB (SLO: <35.500MB -2.8%) vs baseline: +5.0%


✅ 1-rate-metric-1-times

Time: ✅ 3.450µs (SLO: <20.000µs 📉 -82.8%) vs baseline: +9.3%

Memory: ✅ 34.505MB (SLO: <35.500MB -2.8%) vs baseline: +5.0%


✅ 1-rate-metrics-100-times

Time: ✅ 217.068µs (SLO: <250.000µs 📉 -13.2%) vs baseline: -0.9%

Memory: ✅ 34.367MB (SLO: <35.500MB -3.2%) vs baseline: +4.7%


✅ 100-count-metrics-100-times

Time: ✅ 20.476ms (SLO: <22.000ms -6.9%) vs baseline: +1.4%

Memory: ✅ 34.446MB (SLO: <35.500MB -3.0%) vs baseline: +4.8%


✅ 100-distribution-metrics-100-times

Time: ✅ 2.224ms (SLO: <2.300ms -3.3%) vs baseline: -0.3%

Memory: ✅ 34.406MB (SLO: <35.500MB -3.1%) vs baseline: +4.8%


✅ 100-gauge-metrics-100-times

Time: ✅ 1.410ms (SLO: <1.550ms -9.1%) vs baseline: ~same

Memory: ✅ 34.505MB (SLO: <35.500MB -2.8%) vs baseline: +4.7%


✅ 100-rate-metrics-100-times

Time: ✅ 2.222ms (SLO: <2.550ms 📉 -12.9%) vs baseline: -0.1%

Memory: ✅ 34.505MB (SLO: <35.500MB -2.8%) vs baseline: +4.9%


✅ flush-1-metric

Time: ✅ 4.451µs (SLO: <20.000µs 📉 -77.7%) vs baseline: -1.3%

Memory: ✅ 34.347MB (SLO: <35.500MB -3.2%) vs baseline: +4.5%


✅ flush-100-metrics

Time: ✅ 175.659µs (SLO: <250.000µs 📉 -29.7%) vs baseline: -0.5%

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


✅ flush-1000-metrics

Time: ✅ 2.126ms (SLO: <2.500ms 📉 -15.0%) vs baseline: ~same

Memory: ✅ 35.252MB (SLO: <36.500MB -3.4%) vs baseline: +4.8%

⚠️ Unstable Tests (1 suite)
⚠️ coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.313µs (SLO: <20.000µs 📉 -33.4%) vs baseline: +0.6%

Memory: ✅ 34.387MB (SLO: <35.500MB -3.1%) vs baseline: +4.6%


✅ context_with_data_no_listeners

Time: ✅ 3.308µs (SLO: <10.000µs 📉 -66.9%) vs baseline: +2.0%

Memory: ✅ 34.505MB (SLO: <35.500MB -2.8%) vs baseline: +5.3%


✅ get_item_exists

Time: ✅ 0.582µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.3%

Memory: ✅ 34.426MB (SLO: <35.500MB -3.0%) vs baseline: +4.9%


✅ get_item_missing

Time: ✅ 0.639µs (SLO: <10.000µs 📉 -93.6%) vs baseline: +0.4%

Memory: ✅ 34.505MB (SLO: <35.500MB -2.8%) vs baseline: +4.9%


✅ set_item

Time: ✅ 24.013µs (SLO: <30.000µs 📉 -20.0%) vs baseline: -1.1%

Memory: ✅ 34.426MB (SLO: <35.500MB -3.0%) vs baseline: +4.8%

✅ All Tests Passing (19 suites)
djangosimple - 30/30

✅ appsec

Time: ✅ 20.514ms (SLO: <22.300ms -8.0%) vs baseline: +0.3%

Memory: ✅ 68.223MB (SLO: <70.500MB -3.2%) vs baseline: +4.8%


✅ exception-replay-enabled

Time: ✅ 1.343ms (SLO: <1.450ms -7.4%) vs baseline: +0.3%

Memory: ✅ 66.008MB (SLO: <67.500MB -2.2%) vs baseline: +4.7%


✅ iast

Time: ✅ 20.498ms (SLO: <22.250ms -7.9%) vs baseline: ~same

Memory: ✅ 68.164MB (SLO: <70.000MB -2.6%) vs baseline: +4.8%


✅ profiler

Time: ✅ 15.309ms (SLO: <16.550ms -7.5%) vs baseline: -0.2%

Memory: ✅ 56.214MB (SLO: <57.500MB -2.2%) vs baseline: +4.9%


✅ resource-renaming

Time: ✅ 20.613ms (SLO: <21.750ms -5.2%) vs baseline: +0.4%

Memory: ✅ 68.203MB (SLO: <70.500MB -3.3%) vs baseline: +4.9%


✅ span-code-origin

Time: ✅ 25.413ms (SLO: <28.200ms -9.9%) vs baseline: -0.2%

Memory: ✅ 69.125MB (SLO: <71.000MB -2.6%) vs baseline: +5.0%


✅ tracer

Time: ✅ 20.489ms (SLO: <21.750ms -5.8%) vs baseline: ~same

Memory: ✅ 68.321MB (SLO: <70.000MB -2.4%) vs baseline: +5.2%


✅ tracer-and-profiler

Time: ✅ 22.563ms (SLO: <23.500ms -4.0%) vs baseline: -0.1%

Memory: ✅ 69.415MB (SLO: <71.000MB -2.2%) vs baseline: +4.9%


✅ tracer-dont-create-db-spans

Time: ✅ 19.321ms (SLO: <21.500ms 📉 -10.1%) vs baseline: ~same

Memory: ✅ 68.144MB (SLO: <70.000MB -2.7%) vs baseline: +4.7%


✅ tracer-minimal

Time: ✅ 16.668ms (SLO: <17.500ms -4.8%) vs baseline: ~same

Memory: ✅ 67.830MB (SLO: <70.000MB -3.1%) vs baseline: +4.9%


✅ tracer-native

Time: ✅ 20.510ms (SLO: <21.750ms -5.7%) vs baseline: +0.3%

Memory: ✅ 68.321MB (SLO: <72.500MB -5.8%) vs baseline: +5.0%


✅ tracer-no-caches

Time: ✅ 18.475ms (SLO: <19.650ms -6.0%) vs baseline: ~same

Memory: ✅ 67.751MB (SLO: <70.000MB -3.2%) vs baseline: +4.5%


✅ tracer-no-databases

Time: ✅ 18.832ms (SLO: <20.100ms -6.3%) vs baseline: +0.6%

Memory: ✅ 67.869MB (SLO: <70.000MB -3.0%) vs baseline: +5.0%


✅ tracer-no-middleware

Time: ✅ 20.129ms (SLO: <21.500ms -6.4%) vs baseline: -0.2%

Memory: ✅ 67.889MB (SLO: <70.000MB -3.0%) vs baseline: +4.4%


✅ tracer-no-templates

Time: ✅ 20.233ms (SLO: <22.000ms -8.0%) vs baseline: -0.3%

Memory: ✅ 68.243MB (SLO: <70.500MB -3.2%) vs baseline: +4.8%


errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 18.106ms (SLO: <19.850ms -8.8%) vs baseline: +0.5%

Memory: ✅ 67.767MB (SLO: <70.000MB -3.2%) vs baseline: +4.6%


✅ errortracking-enabled-user

Time: ✅ 18.102ms (SLO: <19.400ms -6.7%) vs baseline: +0.6%

Memory: ✅ 67.706MB (SLO: <70.000MB -3.3%) vs baseline: +4.6%


✅ tracer-enabled

Time: ✅ 18.160ms (SLO: <19.450ms -6.6%) vs baseline: +0.5%

Memory: ✅ 67.709MB (SLO: <70.000MB -3.3%) vs baseline: +4.9%


errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.079ms (SLO: <2.300ms -9.6%) vs baseline: +0.4%

Memory: ✅ 54.578MB (SLO: <56.500MB -3.4%) vs baseline: +5.0%


✅ errortracking-enabled-user

Time: ✅ 2.083ms (SLO: <2.250ms -7.4%) vs baseline: +0.6%

Memory: ✅ 54.441MB (SLO: <56.500MB -3.6%) vs baseline: +4.8%


✅ tracer-enabled

Time: ✅ 2.068ms (SLO: <2.300ms 📉 -10.1%) vs baseline: -0.2%

Memory: ✅ 54.460MB (SLO: <56.500MB -3.6%) vs baseline: +5.0%


flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 3.963ms (SLO: <4.200ms -5.6%) vs baseline: -0.4%

Memory: ✅ 64.350MB (SLO: <66.000MB -2.5%) vs baseline: +4.9%


✅ iast-enabled

Time: ✅ 2.448ms (SLO: <2.800ms 📉 -12.6%) vs baseline: ~same

Memory: ✅ 60.457MB (SLO: <62.500MB -3.3%) vs baseline: +4.8%


✅ tracer-enabled

Time: ✅ 2.059ms (SLO: <2.250ms -8.5%) vs baseline: -0.3%

Memory: ✅ 54.618MB (SLO: <56.500MB -3.3%) vs baseline: +5.0%


httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 81.835µs (SLO: <100.000µs 📉 -18.2%) vs baseline: +0.8%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +4.9%


✅ b3_headers

Time: ✅ 14.179µs (SLO: <20.000µs 📉 -29.1%) vs baseline: +0.8%

Memory: ✅ 34.426MB (SLO: <35.500MB -3.0%) vs baseline: +4.5%


✅ b3_single_headers

Time: ✅ 13.212µs (SLO: <20.000µs 📉 -33.9%) vs baseline: ~same

Memory: ✅ 34.544MB (SLO: <35.500MB -2.7%) vs baseline: +4.8%


✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 64.221µs (SLO: <80.000µs 📉 -19.7%) vs baseline: -0.2%

Memory: ✅ 34.524MB (SLO: <35.500MB -2.7%) vs baseline: +4.6%


✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 65.993µs (SLO: <80.000µs 📉 -17.5%) vs baseline: +0.1%

Memory: ✅ 34.367MB (SLO: <35.500MB -3.2%) vs baseline: +4.4%


✅ empty_headers

Time: ✅ 1.619µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +0.7%

Memory: ✅ 34.524MB (SLO: <35.500MB -2.7%) vs baseline: +5.2%


✅ full_t_id_datadog_headers

Time: ✅ 22.934µs (SLO: <30.000µs 📉 -23.6%) vs baseline: +0.5%

Memory: ✅ 34.662MB (SLO: <35.500MB -2.4%) vs baseline: +5.3%


✅ invalid_priority_header

Time: ✅ 6.553µs (SLO: <10.000µs 📉 -34.5%) vs baseline: +0.6%

Memory: ✅ 34.564MB (SLO: <35.500MB -2.6%) vs baseline: +4.9%


✅ invalid_span_id_header

Time: ✅ 6.539µs (SLO: <10.000µs 📉 -34.6%) vs baseline: +0.3%

Memory: ✅ 34.524MB (SLO: <35.500MB -2.7%) vs baseline: +4.9%


✅ invalid_tags_header

Time: ✅ 6.643µs (SLO: <10.000µs 📉 -33.6%) vs baseline: +2.0%

Memory: ✅ 34.505MB (SLO: <35.500MB -2.8%) vs baseline: +4.9%


✅ invalid_trace_id_header

Time: ✅ 6.536µs (SLO: <10.000µs 📉 -34.6%) vs baseline: +0.9%

Memory: ✅ 34.505MB (SLO: <35.500MB -2.8%) vs baseline: +4.8%


✅ large_header_no_matches

Time: ✅ 27.745µs (SLO: <30.000µs -7.5%) vs baseline: +0.4%

Memory: ✅ 34.505MB (SLO: <35.500MB -2.8%) vs baseline: +4.9%


✅ large_valid_headers_all

Time: ✅ 28.733µs (SLO: <40.000µs 📉 -28.2%) vs baseline: +0.2%

Memory: ✅ 34.524MB (SLO: <35.500MB -2.7%) vs baseline: +4.6%


✅ medium_header_no_matches

Time: ✅ 9.940µs (SLO: <20.000µs 📉 -50.3%) vs baseline: +0.7%

Memory: ✅ 34.564MB (SLO: <35.500MB -2.6%) vs baseline: +5.2%


✅ medium_valid_headers_all

Time: ✅ 11.262µs (SLO: <20.000µs 📉 -43.7%) vs baseline: +0.3%

Memory: ✅ 34.465MB (SLO: <35.500MB -2.9%) vs baseline: +4.5%


✅ none_propagation_style

Time: ✅ 1.741µs (SLO: <10.000µs 📉 -82.6%) vs baseline: +1.6%

Memory: ✅ 34.505MB (SLO: <35.500MB -2.8%) vs baseline: +4.6%


✅ tracecontext_headers

Time: ✅ 34.836µs (SLO: <40.000µs 📉 -12.9%) vs baseline: +0.3%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +5.2%


✅ valid_headers_all

Time: ✅ 6.537µs (SLO: <10.000µs 📉 -34.6%) vs baseline: +0.4%

Memory: ✅ 34.544MB (SLO: <35.500MB -2.7%) vs baseline: +5.0%


✅ valid_headers_basic

Time: ✅ 6.156µs (SLO: <10.000µs 📉 -38.4%) vs baseline: +0.6%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +4.8%


✅ wsgi_empty_headers

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

Memory: ✅ 34.524MB (SLO: <35.500MB -2.7%) vs baseline: +4.9%


✅ wsgi_invalid_priority_header

Time: ✅ 6.530µs (SLO: <10.000µs 📉 -34.7%) vs baseline: -0.4%

Memory: ✅ 34.544MB (SLO: <35.500MB -2.7%) vs baseline: +4.7%


✅ wsgi_invalid_span_id_header

Time: ✅ 1.609µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.3%

Memory: ✅ 34.583MB (SLO: <35.500MB -2.6%) vs baseline: +5.1%


✅ wsgi_invalid_tags_header

Time: ✅ 6.593µs (SLO: <10.000µs 📉 -34.1%) vs baseline: -0.2%

Memory: ✅ 34.583MB (SLO: <35.500MB -2.6%) vs baseline: +5.2%


✅ wsgi_invalid_trace_id_header

Time: ✅ 6.593µs (SLO: <10.000µs 📉 -34.1%) vs baseline: +1.1%

Memory: ✅ 34.505MB (SLO: <35.500MB -2.8%) vs baseline: +4.7%


✅ wsgi_large_header_no_matches

Time: ✅ 28.796µs (SLO: <40.000µs 📉 -28.0%) vs baseline: +0.4%

Memory: ✅ 34.564MB (SLO: <35.500MB -2.6%) vs baseline: +4.9%


✅ wsgi_large_valid_headers_all

Time: ✅ 29.828µs (SLO: <40.000µs 📉 -25.4%) vs baseline: -0.3%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +4.8%


✅ wsgi_medium_header_no_matches

Time: ✅ 10.173µs (SLO: <20.000µs 📉 -49.1%) vs baseline: ~same

Memory: ✅ 34.564MB (SLO: <35.500MB -2.6%) vs baseline: +4.7%


✅ wsgi_medium_valid_headers_all

Time: ✅ 11.664µs (SLO: <20.000µs 📉 -41.7%) vs baseline: +0.9%

Memory: ✅ 34.564MB (SLO: <35.500MB -2.6%) vs baseline: +5.0%


✅ wsgi_valid_headers_all

Time: ✅ 6.570µs (SLO: <10.000µs 📉 -34.3%) vs baseline: ~same

Memory: ✅ 34.524MB (SLO: <35.500MB -2.7%) vs baseline: +5.0%


✅ wsgi_valid_headers_basic

Time: ✅ 6.164µs (SLO: <10.000µs 📉 -38.4%) vs baseline: +1.1%

Memory: ✅ 34.544MB (SLO: <35.500MB -2.7%) vs baseline: +4.7%


httppropagationinject - 16/16

✅ ids_only

Time: ✅ 20.711µs (SLO: <30.000µs 📉 -31.0%) vs baseline: -0.3%

Memory: ✅ 34.524MB (SLO: <35.500MB -2.7%) vs baseline: +5.0%


✅ with_all

Time: ✅ 28.230µs (SLO: <40.000µs 📉 -29.4%) vs baseline: +0.1%

Memory: ✅ 34.544MB (SLO: <35.500MB -2.7%) vs baseline: +4.6%


✅ with_dd_origin

Time: ✅ 24.708µs (SLO: <30.000µs 📉 -17.6%) vs baseline: +0.8%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +4.7%


✅ with_priority_and_origin

Time: ✅ 24.201µs (SLO: <40.000µs 📉 -39.5%) vs baseline: +0.8%

Memory: ✅ 34.544MB (SLO: <35.500MB -2.7%) vs baseline: +4.6%


✅ with_sampling_priority

Time: ✅ 20.775µs (SLO: <30.000µs 📉 -30.8%) vs baseline: -0.1%

Memory: ✅ 34.485MB (SLO: <35.500MB -2.9%) vs baseline: +4.2%


✅ with_tags

Time: ✅ 26.423µs (SLO: <40.000µs 📉 -33.9%) vs baseline: ~same

Memory: ✅ 34.583MB (SLO: <35.500MB -2.6%) vs baseline: +4.8%


✅ with_tags_invalid

Time: ✅ 27.853µs (SLO: <40.000µs 📉 -30.4%) vs baseline: +0.2%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +4.8%


✅ with_tags_max_size

Time: ✅ 26.731µs (SLO: <40.000µs 📉 -33.2%) vs baseline: -0.4%

Memory: ✅ 34.603MB (SLO: <35.500MB -2.5%) vs baseline: +5.0%


iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 32.124µs (SLO: <40.000µs 📉 -19.7%) vs baseline: +0.2%

Memory: ✅ 39.833MB (SLO: <41.000MB -2.8%) vs baseline: +4.9%


✅ re_expand_noaspect

Time: ✅ 28.516µs (SLO: <40.000µs 📉 -28.7%) vs baseline: -0.4%

Memory: ✅ 39.774MB (SLO: <41.000MB -3.0%) vs baseline: +4.6%


✅ re_findall_aspect

Time: ✅ 2.901µs (SLO: <10.000µs 📉 -71.0%) vs baseline: +0.2%

Memory: ✅ 39.813MB (SLO: <41.000MB -2.9%) vs baseline: +4.9%


✅ re_findall_noaspect

Time: ✅ 1.400µs (SLO: <10.000µs 📉 -86.0%) vs baseline: -1.6%

Memory: ✅ 39.754MB (SLO: <41.000MB -3.0%) vs baseline: +4.6%


✅ re_finditer_aspect

Time: ✅ 4.650µs (SLO: <10.000µs 📉 -53.5%) vs baseline: +4.7%

Memory: ✅ 39.872MB (SLO: <41.000MB -2.8%) vs baseline: +5.1%


✅ re_finditer_noaspect

Time: ✅ 1.400µs (SLO: <10.000µs 📉 -86.0%) vs baseline: -0.5%

Memory: ✅ 39.852MB (SLO: <41.000MB -2.8%) vs baseline: +4.9%


✅ re_fullmatch_aspect

Time: ✅ 2.642µs (SLO: <10.000µs 📉 -73.6%) vs baseline: -0.1%

Memory: ✅ 39.734MB (SLO: <41.000MB -3.1%) vs baseline: +4.8%


✅ re_fullmatch_noaspect

Time: ✅ 1.334µs (SLO: <10.000µs 📉 -86.7%) vs baseline: +2.0%

Memory: ✅ 39.754MB (SLO: <41.000MB -3.0%) vs baseline: +4.8%


✅ re_group_aspect

Time: ✅ 2.923µs (SLO: <10.000µs 📉 -70.8%) vs baseline: -1.4%

Memory: ✅ 39.911MB (SLO: <41.000MB -2.7%) vs baseline: +5.1%


✅ re_group_noaspect

Time: ✅ 1.643µs (SLO: <10.000µs 📉 -83.6%) vs baseline: ~same

Memory: ✅ 39.774MB (SLO: <41.000MB -3.0%) vs baseline: +4.7%


✅ re_groups_aspect

Time: ✅ 3.058µs (SLO: <10.000µs 📉 -69.4%) vs baseline: +0.3%

Memory: ✅ 39.734MB (SLO: <41.000MB -3.1%) vs baseline: +4.7%


✅ re_groups_noaspect

Time: ✅ 1.704µs (SLO: <10.000µs 📉 -83.0%) vs baseline: -2.5%

Memory: ✅ 39.793MB (SLO: <41.000MB -2.9%) vs baseline: +4.9%


✅ re_match_aspect

Time: ✅ 2.682µs (SLO: <10.000µs 📉 -73.2%) vs baseline: -1.0%

Memory: ✅ 39.872MB (SLO: <41.000MB -2.8%) vs baseline: +5.0%


✅ re_match_noaspect

Time: ✅ 1.325µs (SLO: <10.000µs 📉 -86.7%) vs baseline: +0.5%

Memory: ✅ 39.833MB (SLO: <41.000MB -2.8%) vs baseline: +4.6%


✅ re_search_aspect

Time: ✅ 2.522µs (SLO: <10.000µs 📉 -74.8%) vs baseline: +0.3%

Memory: ✅ 39.793MB (SLO: <41.000MB -2.9%) vs baseline: +4.7%


✅ re_search_noaspect

Time: ✅ 1.194µs (SLO: <10.000µs 📉 -88.1%) vs baseline: -0.2%

Memory: ✅ 39.793MB (SLO: <41.000MB -2.9%) vs baseline: +5.0%


✅ re_sub_aspect

Time: ✅ 3.351µs (SLO: <10.000µs 📉 -66.5%) vs baseline: -0.5%

Memory: ✅ 39.774MB (SLO: <41.000MB -3.0%) vs baseline: +4.5%


✅ re_sub_noaspect

Time: ✅ 1.525µs (SLO: <10.000µs 📉 -84.7%) vs baseline: -1.0%

Memory: ✅ 39.970MB (SLO: <41.000MB -2.5%) vs baseline: +5.4%


✅ re_subn_aspect

Time: ✅ 3.635µs (SLO: <10.000µs 📉 -63.6%) vs baseline: +1.2%

Memory: ✅ 39.833MB (SLO: <41.000MB -2.8%) vs baseline: +5.0%


✅ re_subn_noaspect

Time: ✅ 1.609µs (SLO: <10.000µs 📉 -83.9%) vs baseline: +0.2%

Memory: ✅ 39.813MB (SLO: <41.000MB -2.9%) vs baseline: +5.1%


iastaspects - 118/118

✅ add_aspect

Time: ✅ 0.404µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -0.4%

Memory: ✅ 39.852MB (SLO: <41.500MB -4.0%) vs baseline: +5.1%


✅ add_inplace_aspect

Time: ✅ 0.414µs (SLO: <10.000µs 📉 -95.9%) vs baseline: +2.0%

Memory: ✅ 39.518MB (SLO: <41.500MB -4.8%) vs baseline: +4.0%


✅ add_inplace_noaspect

Time: ✅ 0.317µs (SLO: <10.000µs 📉 -96.8%) vs baseline: +0.4%

Memory: ✅ 39.754MB (SLO: <41.500MB -4.2%) vs baseline: +4.7%


✅ add_noaspect

Time: ✅ 0.281µs (SLO: <10.000µs 📉 -97.2%) vs baseline: +2.2%

Memory: ✅ 39.774MB (SLO: <41.500MB -4.2%) vs baseline: +4.7%


✅ bytearray_aspect

Time: ✅ 1.284µs (SLO: <10.000µs 📉 -87.2%) vs baseline: +0.4%

Memory: ✅ 39.577MB (SLO: <41.500MB -4.6%) vs baseline: +4.4%


✅ bytearray_extend_aspect

Time: ✅ 1.517µs (SLO: <10.000µs 📉 -84.8%) vs baseline: -0.7%

Memory: ✅ 39.813MB (SLO: <41.500MB -4.1%) vs baseline: +5.0%


✅ bytearray_extend_noaspect

Time: ✅ 0.613µs (SLO: <10.000µs 📉 -93.9%) vs baseline: ~same

Memory: ✅ 39.617MB (SLO: <41.500MB -4.5%) vs baseline: +4.1%


✅ bytearray_noaspect

Time: ✅ 0.484µs (SLO: <10.000µs 📉 -95.2%) vs baseline: -0.2%

Memory: ✅ 39.813MB (SLO: <41.500MB -4.1%) vs baseline: +5.0%


✅ bytes_aspect

Time: ✅ 1.284µs (SLO: <10.000µs 📉 -87.2%) vs baseline: +0.3%

Memory: ✅ 39.813MB (SLO: <41.500MB -4.1%) vs baseline: +4.7%


✅ bytes_noaspect

Time: ✅ 0.492µs (SLO: <10.000µs 📉 -95.1%) vs baseline: -0.7%

Memory: ✅ 39.833MB (SLO: <41.500MB -4.0%) vs baseline: +4.7%


✅ bytesio_aspect

Time: ✅ 1.327µs (SLO: <10.000µs 📉 -86.7%) vs baseline: -0.5%

Memory: ✅ 39.518MB (SLO: <41.500MB -4.8%) vs baseline: +3.9%


✅ bytesio_noaspect

Time: ✅ 0.497µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +0.1%

Memory: ✅ 39.813MB (SLO: <41.500MB -4.1%) vs baseline: +4.7%


✅ capitalize_aspect

Time: ✅ 0.732µs (SLO: <10.000µs 📉 -92.7%) vs baseline: -0.3%

Memory: ✅ 39.872MB (SLO: <41.500MB -3.9%) vs baseline: +4.9%


✅ capitalize_noaspect

Time: ✅ 0.438µs (SLO: <10.000µs 📉 -95.6%) vs baseline: +0.1%

Memory: ✅ 39.754MB (SLO: <41.500MB -4.2%) vs baseline: +4.9%


✅ casefold_aspect

Time: ✅ 0.736µs (SLO: <10.000µs 📉 -92.6%) vs baseline: -0.4%

Memory: ✅ 39.636MB (SLO: <41.500MB -4.5%) vs baseline: +4.4%


✅ casefold_noaspect

Time: ✅ 0.370µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -0.3%

Memory: ✅ 39.754MB (SLO: <41.500MB -4.2%) vs baseline: +4.7%


✅ decode_aspect

Time: ✅ 0.727µs (SLO: <10.000µs 📉 -92.7%) vs baseline: +0.2%

Memory: ✅ 39.636MB (SLO: <41.500MB -4.5%) vs baseline: +4.5%


✅ decode_noaspect

Time: ✅ 0.417µs (SLO: <10.000µs 📉 -95.8%) vs baseline: +0.3%

Memory: ✅ 39.793MB (SLO: <41.500MB -4.1%) vs baseline: +4.8%


✅ encode_aspect

Time: ✅ 0.711µs (SLO: <10.000µs 📉 -92.9%) vs baseline: +0.3%

Memory: ✅ 39.774MB (SLO: <41.500MB -4.2%) vs baseline: +4.8%


✅ encode_noaspect

Time: ✅ 0.402µs (SLO: <10.000µs 📉 -96.0%) vs baseline: +0.1%

Memory: ✅ 39.793MB (SLO: <41.500MB -4.1%) vs baseline: +5.1%


✅ format_aspect

Time: ✅ 3.319µs (SLO: <10.000µs 📉 -66.8%) vs baseline: ~same

Memory: ✅ 39.793MB (SLO: <41.500MB -4.1%) vs baseline: +5.1%


✅ format_map_aspect

Time: ✅ 3.515µs (SLO: <10.000µs 📉 -64.9%) vs baseline: ~same

Memory: ✅ 39.636MB (SLO: <41.500MB -4.5%) vs baseline: +4.1%


✅ format_map_noaspect

Time: ✅ 0.776µs (SLO: <10.000µs 📉 -92.2%) vs baseline: -0.2%

Memory: ✅ 39.754MB (SLO: <41.500MB -4.2%) vs baseline: +4.8%


✅ format_noaspect

Time: ✅ 0.597µs (SLO: <10.000µs 📉 -94.0%) vs baseline: +0.3%

Memory: ✅ 39.892MB (SLO: <41.500MB -3.9%) vs baseline: +4.9%


✅ index_aspect

Time: ✅ 0.356µs (SLO: <10.000µs 📉 -96.4%) vs baseline: -0.4%

Memory: ✅ 39.754MB (SLO: <41.500MB -4.2%) vs baseline: +4.4%


✅ index_noaspect

Time: ✅ 0.275µs (SLO: <10.000µs 📉 -97.2%) vs baseline: -1.7%

Memory: ✅ 39.734MB (SLO: <41.500MB -4.3%) vs baseline: +4.7%


✅ join_aspect

Time: ✅ 1.368µs (SLO: <10.000µs 📉 -86.3%) vs baseline: -1.6%

Memory: ✅ 39.617MB (SLO: <41.500MB -4.5%) vs baseline: +3.9%


✅ join_noaspect

Time: ✅ 0.490µs (SLO: <10.000µs 📉 -95.1%) vs baseline: +0.2%

Memory: ✅ 39.577MB (SLO: <41.500MB -4.6%) vs baseline: +4.5%


✅ ljust_aspect

Time: ✅ 2.543µs (SLO: <20.000µs 📉 -87.3%) vs baseline: ~same

Memory: ✅ 39.970MB (SLO: <41.500MB -3.7%) vs baseline: +5.2%


✅ ljust_noaspect

Time: ✅ 0.403µs (SLO: <10.000µs 📉 -96.0%) vs baseline: -2.9%

Memory: ✅ 39.813MB (SLO: <41.500MB -4.1%) vs baseline: +5.2%


✅ lower_aspect

Time: ✅ 2.195µs (SLO: <10.000µs 📉 -78.0%) vs baseline: +0.2%

Memory: ✅ 39.892MB (SLO: <41.500MB -3.9%) vs baseline: +5.1%


✅ lower_noaspect

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

Memory: ✅ 39.793MB (SLO: <41.500MB -4.1%) vs baseline: +4.6%


✅ lstrip_aspect

Time: ✅ 2.227µs (SLO: <20.000µs 📉 -88.9%) vs baseline: ~same

Memory: ✅ 39.754MB (SLO: <41.500MB -4.2%) vs baseline: +4.4%


✅ lstrip_noaspect

Time: ✅ 0.386µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +1.0%

Memory: ✅ 39.852MB (SLO: <41.500MB -4.0%) vs baseline: +4.9%


✅ modulo_aspect

Time: ✅ 0.993µs (SLO: <10.000µs 📉 -90.1%) vs baseline: ~same

Memory: ✅ 39.656MB (SLO: <41.500MB -4.4%) vs baseline: +4.5%


✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 1.529µs (SLO: <10.000µs 📉 -84.7%) vs baseline: +0.5%

Memory: ✅ 39.852MB (SLO: <41.500MB -4.0%) vs baseline: +4.9%


✅ modulo_aspect_for_bytes

Time: ✅ 0.974µs (SLO: <10.000µs 📉 -90.3%) vs baseline: -0.1%

Memory: ✅ 39.774MB (SLO: <41.500MB -4.2%) vs baseline: +4.8%


✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 1.195µs (SLO: <10.000µs 📉 -88.0%) vs baseline: +0.6%

Memory: ✅ 39.813MB (SLO: <41.500MB -4.1%) vs baseline: +4.5%


✅ modulo_noaspect

Time: ✅ 0.631µs (SLO: <10.000µs 📉 -93.7%) vs baseline: +0.3%

Memory: ✅ 39.774MB (SLO: <41.500MB -4.2%) vs baseline: +4.7%


✅ replace_aspect

Time: ✅ 4.912µs (SLO: <10.000µs 📉 -50.9%) vs baseline: +0.3%

Memory: ✅ 39.813MB (SLO: <41.500MB -4.1%) vs baseline: +4.5%


✅ replace_noaspect

Time: ✅ 0.462µs (SLO: <10.000µs 📉 -95.4%) vs baseline: +0.6%

Memory: ✅ 39.734MB (SLO: <41.500MB -4.3%) vs baseline: +4.4%


✅ repr_aspect

Time: ✅ 0.908µs (SLO: <10.000µs 📉 -90.9%) vs baseline: -0.3%

Memory: ✅ 39.715MB (SLO: <41.500MB -4.3%) vs baseline: +4.1%


✅ repr_noaspect

Time: ✅ 0.411µs (SLO: <10.000µs 📉 -95.9%) vs baseline: -1.0%

Memory: ✅ 39.656MB (SLO: <41.500MB -4.4%) vs baseline: +4.2%


✅ rstrip_aspect

Time: ✅ 1.897µs (SLO: <20.000µs 📉 -90.5%) vs baseline: +1.5%

Memory: ✅ 39.774MB (SLO: <41.500MB -4.2%) vs baseline: +4.5%


✅ rstrip_noaspect

Time: ✅ 0.384µs (SLO: <10.000µs 📉 -96.2%) vs baseline: +0.2%

Memory: ✅ 39.852MB (SLO: <41.500MB -4.0%) vs baseline: +4.5%


✅ slice_aspect

Time: ✅ 0.503µs (SLO: <10.000µs 📉 -95.0%) vs baseline: +2.3%

Memory: ✅ 39.774MB (SLO: <41.500MB -4.2%) vs baseline: +4.7%


✅ slice_noaspect

Time: ✅ 0.446µs (SLO: <10.000µs 📉 -95.5%) vs baseline: -0.4%

Memory: ✅ 39.734MB (SLO: <41.500MB -4.3%) vs baseline: +4.8%


✅ stringio_aspect

Time: ✅ 1.526µs (SLO: <10.000µs 📉 -84.7%) vs baseline: -0.8%

Memory: ✅ 39.518MB (SLO: <41.500MB -4.8%) vs baseline: +4.3%


✅ stringio_noaspect

Time: ✅ 0.718µs (SLO: <10.000µs 📉 -92.8%) vs baseline: +0.2%

Memory: ✅ 39.833MB (SLO: <41.500MB -4.0%) vs baseline: +4.7%


✅ strip_aspect

Time: ✅ 2.238µs (SLO: <20.000µs 📉 -88.8%) vs baseline: +1.1%

Memory: ✅ 39.754MB (SLO: <41.500MB -4.2%) vs baseline: +4.5%


✅ strip_noaspect

Time: ✅ 0.388µs (SLO: <10.000µs 📉 -96.1%) vs baseline: ~same

Memory: ✅ 39.754MB (SLO: <41.500MB -4.2%) vs baseline: +5.0%


✅ swapcase_aspect

Time: ✅ 2.429µs (SLO: <10.000µs 📉 -75.7%) vs baseline: +0.7%

Memory: ✅ 39.833MB (SLO: <41.500MB -4.0%) vs baseline: +4.8%


✅ swapcase_noaspect

Time: ✅ 0.535µs (SLO: <10.000µs 📉 -94.7%) vs baseline: ~same

Memory: ✅ 39.813MB (SLO: <41.500MB -4.1%) vs baseline: +5.0%


✅ title_aspect

Time: ✅ 2.348µs (SLO: <10.000µs 📉 -76.5%) vs baseline: +0.7%

Memory: ✅ 39.734MB (SLO: <41.500MB -4.3%) vs baseline: +4.6%


✅ title_noaspect

Time: ✅ 0.501µs (SLO: <10.000µs 📉 -95.0%) vs baseline: ~same

Memory: ✅ 39.813MB (SLO: <41.500MB -4.1%) vs baseline: +4.7%


✅ translate_aspect

Time: ✅ 3.215µs (SLO: <10.000µs 📉 -67.8%) vs baseline: -0.8%

Memory: ✅ 39.793MB (SLO: <41.500MB -4.1%) vs baseline: +4.4%


✅ translate_noaspect

Time: ✅ 1.041µs (SLO: <10.000µs 📉 -89.6%) vs baseline: +0.8%

Memory: ✅ 39.675MB (SLO: <41.500MB -4.4%) vs baseline: +4.7%


✅ upper_aspect

Time: ✅ 2.199µs (SLO: <10.000µs 📉 -78.0%) vs baseline: -0.8%

Memory: ✅ 39.656MB (SLO: <41.500MB -4.4%) vs baseline: +4.5%


✅ upper_noaspect

Time: ✅ 0.366µs (SLO: <10.000µs 📉 -96.3%) vs baseline: -1.6%

Memory: ✅ 39.872MB (SLO: <41.500MB -3.9%) vs baseline: +4.9%


iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 4.316µs (SLO: <10.000µs 📉 -56.8%) vs baseline: +0.7%

Memory: ✅ 39.774MB (SLO: <41.000MB -3.0%) vs baseline: +4.6%


✅ ospathbasename_noaspect

Time: ✅ 1.076µs (SLO: <10.000µs 📉 -89.2%) vs baseline: ~same

Memory: ✅ 39.911MB (SLO: <41.000MB -2.7%) vs baseline: +5.0%


✅ ospathjoin_aspect

Time: ✅ 6.184µs (SLO: <10.000µs 📉 -38.2%) vs baseline: -0.4%

Memory: ✅ 39.833MB (SLO: <41.000MB -2.8%) vs baseline: +4.8%


✅ ospathjoin_noaspect

Time: ✅ 2.284µs (SLO: <10.000µs 📉 -77.2%) vs baseline: ~same

Memory: ✅ 39.872MB (SLO: <41.000MB -2.8%) vs baseline: +4.8%


✅ ospathnormcase_aspect

Time: ✅ 3.592µs (SLO: <10.000µs 📉 -64.1%) vs baseline: +0.3%

Memory: ✅ 39.872MB (SLO: <41.000MB -2.8%) vs baseline: +5.0%


✅ ospathnormcase_noaspect

Time: ✅ 0.582µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +2.8%

Memory: ✅ 39.872MB (SLO: <41.000MB -2.8%) vs baseline: +5.5%


✅ ospathsplit_aspect

Time: ✅ 4.820µs (SLO: <10.000µs 📉 -51.8%) vs baseline: -0.5%

Memory: ✅ 39.872MB (SLO: <41.000MB -2.8%) vs baseline: +5.0%


✅ ospathsplit_noaspect

Time: ✅ 1.601µs (SLO: <10.000µs 📉 -84.0%) vs baseline: -0.1%

Memory: ✅ 39.833MB (SLO: <41.000MB -2.8%) vs baseline: +4.8%


✅ ospathsplitdrive_aspect

Time: ✅ 3.754µs (SLO: <10.000µs 📉 -62.5%) vs baseline: +0.7%

Memory: ✅ 39.754MB (SLO: <41.000MB -3.0%) vs baseline: +4.5%


✅ ospathsplitdrive_noaspect

Time: ✅ 0.705µs (SLO: <10.000µs 📉 -93.0%) vs baseline: +0.2%

Memory: ✅ 39.931MB (SLO: <41.000MB -2.6%) vs baseline: +5.1%


✅ ospathsplitext_aspect

Time: ✅ 4.587µs (SLO: <10.000µs 📉 -54.1%) vs baseline: -0.3%

Memory: ✅ 39.734MB (SLO: <41.000MB -3.1%) vs baseline: +4.5%


✅ ospathsplitext_noaspect

Time: ✅ 1.372µs (SLO: <10.000µs 📉 -86.3%) vs baseline: +0.2%

Memory: ✅ 39.852MB (SLO: <41.000MB -2.8%) vs baseline: +4.8%


iastaspectssplit - 12/12

✅ rsplit_aspect

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

Memory: ✅ 39.734MB (SLO: <41.000MB -3.1%) vs baseline: +4.5%


✅ rsplit_noaspect

Time: ✅ 0.580µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +0.1%

Memory: ✅ 39.813MB (SLO: <41.000MB -2.9%) vs baseline: +4.5%


✅ split_aspect

Time: ✅ 1.406µs (SLO: <10.000µs 📉 -85.9%) vs baseline: ~same

Memory: ✅ 39.872MB (SLO: <41.000MB -2.8%) vs baseline: +5.1%


✅ split_noaspect

Time: ✅ 0.569µs (SLO: <10.000µs 📉 -94.3%) vs baseline: -0.2%

Memory: ✅ 39.833MB (SLO: <41.000MB -2.8%) vs baseline: +5.0%


✅ splitlines_aspect

Time: ✅ 1.418µs (SLO: <10.000µs 📉 -85.8%) vs baseline: +0.6%

Memory: ✅ 39.833MB (SLO: <41.000MB -2.8%) vs baseline: +4.6%


✅ splitlines_noaspect

Time: ✅ 0.583µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -0.8%

Memory: ✅ 39.774MB (SLO: <41.000MB -3.0%) vs baseline: +4.5%


otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.393ms (SLO: <42.000ms -3.8%) vs baseline: +0.6%

Memory: ✅ 36.864MB (SLO: <39.000MB -5.5%) vs baseline: +4.5%


✅ add-link

Time: ✅ 36.623ms (SLO: <38.550ms -5.0%) vs baseline: +0.7%

Memory: ✅ 36.903MB (SLO: <39.000MB -5.4%) vs baseline: +4.8%


✅ add-metrics

Time: ✅ 220.283ms (SLO: <232.000ms -5.1%) vs baseline: ~same

Memory: ✅ 36.864MB (SLO: <39.000MB -5.5%) vs baseline: +4.7%


✅ add-tags

Time: ✅ 213.234ms (SLO: <221.600ms -3.8%) vs baseline: +0.7%

Memory: ✅ 36.923MB (SLO: <39.000MB -5.3%) vs baseline: +4.8%


✅ get-context

Time: ✅ 29.159ms (SLO: <31.300ms -6.8%) vs baseline: ~same

Memory: ✅ 36.962MB (SLO: <39.000MB -5.2%) vs baseline: +5.2%


✅ is-recording

Time: ✅ 29.131ms (SLO: <31.000ms -6.0%) vs baseline: ~same

Memory: ✅ 36.943MB (SLO: <39.000MB -5.3%) vs baseline: +5.0%


✅ record-exception

Time: ✅ 63.380ms (SLO: <65.850ms -3.8%) vs baseline: +0.4%

Memory: ✅ 36.923MB (SLO: <39.000MB -5.3%) vs baseline: +4.9%


✅ set-status

Time: ✅ 31.832ms (SLO: <34.150ms -6.8%) vs baseline: +0.3%

Memory: ✅ 36.903MB (SLO: <39.000MB -5.4%) vs baseline: +4.6%


✅ start

Time: ✅ 28.980ms (SLO: <30.150ms -3.9%) vs baseline: +1.1%

Memory: ✅ 36.805MB (SLO: <39.000MB -5.6%) vs baseline: +4.8%


✅ start-finish

Time: ✅ 33.921ms (SLO: <35.350ms -4.0%) vs baseline: +0.4%

Memory: ✅ 36.864MB (SLO: <39.000MB -5.5%) vs baseline: +4.8%


✅ start-finish-telemetry

Time: ✅ 33.926ms (SLO: <35.450ms -4.3%) vs baseline: +0.2%

Memory: ✅ 36.923MB (SLO: <39.000MB -5.3%) vs baseline: +4.9%


✅ update-name

Time: ✅ 31.096ms (SLO: <33.400ms -6.9%) vs baseline: +0.2%

Memory: ✅ 36.844MB (SLO: <39.000MB -5.5%) vs baseline: +4.6%


otelspan - 22/22

✅ add-event

Time: ✅ 39.303ms (SLO: <47.150ms 📉 -16.6%) vs baseline: +2.3%

Memory: ✅ 39.194MB (SLO: <47.000MB 📉 -16.6%) vs baseline: +5.2%


✅ add-metrics

Time: ✅ 318.774ms (SLO: <344.800ms -7.5%) vs baseline: +1.0%

Memory: ✅ 43.225MB (SLO: <47.500MB -9.0%) vs baseline: +4.5%


✅ add-tags

Time: ✅ 289.683ms (SLO: <314.000ms -7.7%) vs baseline: +0.9%

Memory: ✅ 43.374MB (SLO: <47.500MB -8.7%) vs baseline: +4.8%


✅ get-context

Time: ✅ 79.474ms (SLO: <92.350ms 📉 -13.9%) vs baseline: +0.3%

Memory: ✅ 39.419MB (SLO: <46.500MB 📉 -15.2%) vs baseline: +4.9%


✅ is-recording

Time: ✅ 36.305ms (SLO: <44.500ms 📉 -18.4%) vs baseline: ~same

Memory: ✅ 38.956MB (SLO: <47.500MB 📉 -18.0%) vs baseline: +4.8%


✅ record-exception

Time: ✅ 58.760ms (SLO: <67.650ms 📉 -13.1%) vs baseline: +2.2%

Memory: ✅ 39.428MB (SLO: <47.000MB 📉 -16.1%) vs baseline: +4.7%


✅ set-status

Time: ✅ 42.029ms (SLO: <50.400ms 📉 -16.6%) vs baseline: +0.4%

Memory: ✅ 39.016MB (SLO: <47.000MB 📉 -17.0%) vs baseline: +5.0%


✅ start

Time: ✅ 35.250ms (SLO: <43.450ms 📉 -18.9%) vs baseline: -0.3%

Memory: ✅ 38.878MB (SLO: <47.000MB 📉 -17.3%) vs baseline: +4.6%


✅ start-finish

Time: ✅ 81.943ms (SLO: <88.000ms -6.9%) vs baseline: +0.1%

Memory: ✅ 36.943MB (SLO: <46.500MB 📉 -20.6%) vs baseline: +4.9%


✅ start-finish-telemetry

Time: ✅ 84.807ms (SLO: <89.000ms -4.7%) vs baseline: +1.7%

Memory: ✅ 36.943MB (SLO: <46.500MB 📉 -20.6%) vs baseline: +4.9%


✅ update-name

Time: ✅ 36.786ms (SLO: <45.150ms 📉 -18.5%) vs baseline: +0.4%

Memory: ✅ 38.978MB (SLO: <47.000MB 📉 -17.1%) vs baseline: +4.7%


packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 341.676ms (SLO: <354.300ms -3.6%) vs baseline: -1.0%

Memory: ✅ 40.518MB (SLO: <41.500MB -2.4%) vs baseline: +4.4%


✅ cache_on

Time: ✅ 0.385µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.9%

Memory: ✅ 38.465MB (SLO: <41.000MB -6.2%) vs baseline: +5.1%


packagesupdateimporteddependencies - 24/24

✅ import_many

Time: ✅ 154.729µs (SLO: <170.000µs -9.0%) vs baseline: ~same

Memory: ✅ 38.896MB (SLO: <41.000MB -5.1%) vs baseline: +4.6%


✅ import_many_cached

Time: ✅ 120.696µs (SLO: <130.000µs -7.2%) vs baseline: -0.5%

Memory: ✅ 38.929MB (SLO: <41.000MB -5.1%) vs baseline: +4.6%


✅ import_many_stdlib

Time: ✅ 1.613ms (SLO: <1.750ms -7.9%) vs baseline: -1.2%

Memory: ✅ 39.177MB (SLO: <41.000MB -4.4%) vs baseline: +5.3%


✅ import_many_stdlib_cached

Time: ✅ 0.980ms (SLO: <1.100ms 📉 -10.9%) vs baseline: +0.4%

Memory: ✅ 39.107MB (SLO: <41.000MB -4.6%) vs baseline: +5.2%


✅ import_many_unknown

Time: ✅ 826.027µs (SLO: <890.000µs -7.2%) vs baseline: -1.3%

Memory: ✅ 39.261MB (SLO: <41.000MB -4.2%) vs baseline: +5.4%


✅ import_many_unknown_cached

Time: ✅ 788.098µs (SLO: <870.000µs -9.4%) vs baseline: -0.3%

Memory: ✅ 39.259MB (SLO: <41.000MB -4.2%) vs baseline: +5.4%


✅ import_one

Time: ✅ 19.818µs (SLO: <30.000µs 📉 -33.9%) vs baseline: +0.7%

Memory: ✅ 38.914MB (SLO: <41.000MB -5.1%) vs baseline: +3.9%


✅ import_one_cache

Time: ✅ 6.260µs (SLO: <10.000µs 📉 -37.4%) vs baseline: +0.3%

Memory: ✅ 38.812MB (SLO: <41.000MB -5.3%) vs baseline: +3.6%


✅ import_one_stdlib

Time: ✅ 18.751µs (SLO: <20.000µs -6.2%) vs baseline: +0.6%

Memory: ✅ 38.977MB (SLO: <41.000MB -4.9%) vs baseline: +4.0%


✅ import_one_stdlib_cache

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

Memory: ✅ 39.044MB (SLO: <41.000MB -4.8%) vs baseline: +4.2%


✅ import_one_unknown

Time: ✅ 45.223µs (SLO: <50.000µs -9.6%) vs baseline: +0.5%

Memory: ✅ 38.957MB (SLO: <41.000MB -5.0%) vs baseline: +4.5%


✅ import_one_unknown_cache

Time: ✅ 6.275µs (SLO: <10.000µs 📉 -37.3%) vs baseline: -1.1%

Memory: ✅ 38.990MB (SLO: <41.000MB -4.9%) vs baseline: +4.0%


ratelimiter - 12/12

✅ defaults

Time: ✅ 2.357µs (SLO: <10.000µs 📉 -76.4%) vs baseline: +1.1%

Memory: ✅ 34.367MB (SLO: <35.500MB -3.2%) vs baseline: +4.4%


✅ high_rate_limit

Time: ✅ 2.406µs (SLO: <10.000µs 📉 -75.9%) vs baseline: ~same

Memory: ✅ 34.544MB (SLO: <35.500MB -2.7%) vs baseline: +4.8%


✅ long_window

Time: ✅ 2.346µs (SLO: <10.000µs 📉 -76.5%) vs baseline: +0.4%

Memory: ✅ 34.347MB (SLO: <35.500MB -3.2%) vs baseline: +4.5%


✅ low_rate_limit

Time: ✅ 2.348µs (SLO: <10.000µs 📉 -76.5%) vs baseline: +0.1%

Memory: ✅ 34.426MB (SLO: <35.500MB -3.0%) vs baseline: +4.9%


✅ no_rate_limit

Time: ✅ 0.827µs (SLO: <10.000µs 📉 -91.7%) vs baseline: -0.7%

Memory: ✅ 34.505MB (SLO: <35.500MB -2.8%) vs baseline: +5.1%


✅ short_window

Time: ✅ 2.505µs (SLO: <10.000µs 📉 -74.9%) vs baseline: +1.5%

Memory: ✅ 34.367MB (SLO: <35.500MB -3.2%) vs baseline: +4.5%


recursivecomputation - 8/8

✅ deep

Time: ✅ 308.275ms (SLO: <320.950ms -3.9%) vs baseline: ~same

Memory: ✅ 35.724MB (SLO: <36.500MB -2.1%) vs baseline: +4.8%


✅ deep-profiled

Time: ✅ 327.700ms (SLO: <359.150ms -8.8%) vs baseline: -0.4%

Memory: ✅ 39.341MB (SLO: <40.500MB -2.9%) vs baseline: +4.9%


✅ medium

Time: ✅ 7.019ms (SLO: <7.400ms -5.2%) vs baseline: +0.1%

Memory: ✅ 34.426MB (SLO: <35.500MB -3.0%) vs baseline: +4.8%


✅ shallow

Time: ✅ 0.952ms (SLO: <1.050ms -9.3%) vs baseline: +1.1%

Memory: ✅ 34.544MB (SLO: <35.500MB -2.7%) vs baseline: +5.1%


samplingrules - 8/8

✅ average_match

Time: ✅ 136.579µs (SLO: <290.000µs 📉 -52.9%) vs baseline: -0.7%

Memory: ✅ 34.446MB (SLO: <35.500MB -3.0%) vs baseline: +4.7%


✅ high_match

Time: ✅ 173.991µs (SLO: <480.000µs 📉 -63.8%) vs baseline: -0.5%

Memory: ✅ 34.485MB (SLO: <35.500MB -2.9%) vs baseline: +4.9%


✅ low_match

Time: ✅ 99.196µs (SLO: <120.000µs 📉 -17.3%) vs baseline: ~same

Memory: ✅ 603.241MB (SLO: <700.000MB 📉 -13.8%) vs baseline: +4.9%


✅ very_low_match

Time: ✅ 2.669ms (SLO: <8.500ms 📉 -68.6%) vs baseline: -0.6%

Memory: ✅ 70.721MB (SLO: <75.000MB -5.7%) vs baseline: +4.8%


sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.514µs (SLO: <20.000µs 📉 -47.4%) vs baseline: ~same

Memory: ✅ 34.977MB (SLO: <36.000MB -2.8%) vs baseline: +4.9%


✅ all-enabled

Time: ✅ 40.045µs (SLO: <50.000µs 📉 -19.9%) vs baseline: +0.2%

Memory: ✅ 35.016MB (SLO: <36.000MB -2.7%) vs baseline: +5.1%


✅ collectipvariant_exists

Time: ✅ 40.736µs (SLO: <50.000µs 📉 -18.5%) vs baseline: -0.5%

Memory: ✅ 34.898MB (SLO: <36.000MB -3.1%) vs baseline: +4.7%


✅ no-collectipvariant

Time: ✅ 40.556µs (SLO: <50.000µs 📉 -18.9%) vs baseline: +1.0%

Memory: ✅ 34.977MB (SLO: <36.000MB -2.8%) vs baseline: +5.3%


✅ no-useragentvariant

Time: ✅ 38.733µs (SLO: <50.000µs 📉 -22.5%) vs baseline: +0.1%

Memory: ✅ 34.957MB (SLO: <36.000MB -2.9%) vs baseline: +5.0%


✅ obfuscation-no-query

Time: ✅ 40.460µs (SLO: <50.000µs 📉 -19.1%) vs baseline: ~same

Memory: ✅ 34.977MB (SLO: <36.000MB -2.8%) vs baseline: +5.0%


✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.867µs (SLO: <90.000µs 📉 -15.7%) vs baseline: +0.4%

Memory: ✅ 35.271MB (SLO: <36.500MB -3.4%) vs baseline: +4.9%


✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.347µs (SLO: <90.000µs 📉 -15.2%) vs baseline: ~same

Memory: ✅ 35.330MB (SLO: <36.500MB -3.2%) vs baseline: +5.2%


✅ obfuscation-send-querystring-disabled

Time: ✅ 154.233µs (SLO: <170.000µs -9.3%) vs baseline: ~same

Memory: ✅ 35.291MB (SLO: <36.500MB -3.3%) vs baseline: +5.0%


✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.605µs (SLO: <160.000µs -7.1%) vs baseline: -0.1%

Memory: ✅ 35.193MB (SLO: <36.500MB -3.6%) vs baseline: +4.2%


✅ obfuscation-worst-case-implicit-query

Time: ✅ 154.680µs (SLO: <170.000µs -9.0%) vs baseline: +0.1%

Memory: ✅ 35.409MB (SLO: <36.500MB -3.0%) vs baseline: +5.1%


✅ useragentvariant_exists_1

Time: ✅ 40.390µs (SLO: <50.000µs 📉 -19.2%) vs baseline: +2.7%

Memory: ✅ 34.918MB (SLO: <36.000MB -3.0%) vs baseline: +4.8%


✅ useragentvariant_exists_2

Time: ✅ 40.519µs (SLO: <50.000µs 📉 -19.0%) vs baseline: ~same

Memory: ✅ 34.937MB (SLO: <36.000MB -3.0%) vs baseline: +5.0%


✅ useragentvariant_exists_3

Time: ✅ 40.704µs (SLO: <50.000µs 📉 -18.6%) vs baseline: +1.5%

Memory: ✅ 34.898MB (SLO: <36.000MB -3.1%) vs baseline: +4.7%


✅ useragentvariant_not_exists_1

Time: ✅ 40.214µs (SLO: <50.000µs 📉 -19.6%) vs baseline: +2.0%

Memory: ✅ 34.977MB (SLO: <36.000MB -2.8%) vs baseline: +5.2%


✅ useragentvariant_not_exists_2

Time: ✅ 39.449µs (SLO: <50.000µs 📉 -21.1%) vs baseline: +0.2%

Memory: ✅ 34.977MB (SLO: <36.000MB -2.8%) vs baseline: +5.0%


tracer - 6/6

✅ large

Time: ✅ 28.941ms (SLO: <32.950ms 📉 -12.2%) vs baseline: ~same

Memory: ✅ 35.606MB (SLO: <36.500MB -2.5%) vs baseline: +4.6%


✅ medium

Time: ✅ 2.893ms (SLO: <3.200ms -9.6%) vs baseline: +0.5%

Memory: ✅ 34.564MB (SLO: <35.500MB -2.6%) vs baseline: +4.9%


✅ small

Time: ✅ 327.219µs (SLO: <370.000µs 📉 -11.6%) vs baseline: +0.1%

Memory: ✅ 34.446MB (SLO: <35.500MB -3.0%) vs baseline: +4.3%

ℹ️ Scenarios Missing SLO Configuration (9 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

@sabrenner sabrenner changed the base branch from main to 3.19 November 12, 2025 19:22
@sabrenner sabrenner marked this pull request as ready for review November 13, 2025 14:49
@sabrenner sabrenner requested review from a team as code owners November 13, 2025 14:49
@sabrenner sabrenner enabled auto-merge (squash) November 14, 2025 17:34
@sabrenner sabrenner merged commit 71f09b2 into 3.19 Nov 17, 2025
574 of 576 checks passed
@sabrenner sabrenner deleted the sabrenner/mcp-server-info branch November 17, 2025 18:47
sabrenner added a commit that referenced this pull request Nov 17, 2025
…14828)

## Description

Adds server info metadata to llm observability mcp client session "root"
spans. This information includes
- server name
- server version
- server title

Additionally, adds similar tags to client tool spans:
- For both client and server tool calls, mark which kind of tool call
they are on a tag (as besides the name, which could vary for manual
instrumentation, it is not apparent as they are just normal tool calls
otherwise)
- adds the mcp server name of the session the client tool call was used
for

Lastly, generally for the `mcp` integration, we now mark client tool
calls as errors when the tool result returned from the mcp server was an
error as well.

MLOB-4147

## Testing

Add unit tests, and additionally, verified through internal testing
against a staging hash in our frontend.

## Risks

None
sabrenner added a commit that referenced this pull request Nov 18, 2025
…15306)

…#14828)

## Description

Adds server info metadata to llm observability mcp client session "root"
spans. This information includes
- server name
- server version
- server title

Additionally, adds similar tags to client tool spans:
- For both client and server tool calls, mark which kind of tool call
they are on a tag (as besides the name, which could vary for manual
instrumentation, it is not apparent as they are just normal tool calls
otherwise)
- adds the mcp server name of the session the client tool call was used
for

Lastly, generally for the `mcp` integration, we now mark client tool
calls as errors when the tool result returned from the mcp server was an
error as well.

MLOB-4147

## Testing

Add unit tests, and additionally, verified through internal testing
against a staging hash in our frontend.

## Risks

None

## Description

<!-- Provide an overview of the change and motivation for the change -->

## Testing

<!-- Describe your testing strategy or note what tests are included -->

## Risks

<!-- Note any risks associated with this change, or "None" if no risks
-->

## Additional Notes

<!-- Any other information that would be helpful for reviewers -->
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4 participants