feat(claude_agent_sdk): instrument claude agent sdk by ncybul · Pull Request #16319 · DataDog/dd-trace-py

ncybul · 2026-02-02T21:33:41Z

Description

This PR adds APM and LLM Observability tracing for the Claude Agent SDK. We trace the query, ClaudeSDKClient.query, and ClaudeSDKClient.receive_messages methods.

Testing

stand-alone query invocation

ClaudeSDKClient.query invocation

cit-pr-commenter-54b7da · 2026-02-02T21:33:59Z

Codeowners resolved as

ddtrace/llmobs/_integrations/claude_agent_sdk.py                        @DataDog/ml-observability

pr-commenter · 2026-02-02T22:09:28Z

Performance SLOs

Comparing candidate nicole-cybul/conti/claude-agents-sdk2 (6eba654) with baseline main (084c102)

📈 Performance Regressions (3 suites)

📈 iastaspects - 118/118

✅ add_aspect

Time: ✅ 104.717µs (SLO: <130.000µs 📉 -19.4%) vs baseline: +4.0%

Memory: ✅ 42.920MB (SLO: <43.250MB 🟡 -0.8%) vs baseline: +5.1%

✅ add_inplace_aspect

Time: ✅ 101.478µs (SLO: <130.000µs 📉 -21.9%) vs baseline: -0.2%

Memory: ✅ 42.880MB (SLO: <43.250MB 🟡 -0.9%) vs baseline: +4.7%

✅ add_inplace_noaspect

Time: ✅ 28.317µs (SLO: <40.000µs 📉 -29.2%) vs baseline: +0.6%

Memory: ✅ 42.880MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +5.1%

✅ add_noaspect

Time: ✅ 48.525µs (SLO: <70.000µs 📉 -30.7%) vs baseline: -1.0%

Memory: ✅ 42.959MB (SLO: <43.500MB 🟡 -1.2%) vs baseline: +4.9%

✅ bytearray_aspect

Time: ✅ 258.375µs (SLO: <400.000µs 📉 -35.4%) vs baseline: -0.5%

Memory: ✅ 42.841MB (SLO: <43.500MB 🟡 -1.5%) vs baseline: +4.7%

✅ bytearray_extend_aspect

Time: ✅ 648.530µs (SLO: <800.000µs 📉 -18.9%) vs baseline: +0.2%

Memory: ✅ 42.880MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +4.8%

✅ bytearray_extend_noaspect

Time: ✅ 260.013µs (SLO: <400.000µs 📉 -35.0%) vs baseline: +1.1%

Memory: ✅ 42.861MB (SLO: <43.500MB 🟡 -1.5%) vs baseline: +4.8%

✅ bytearray_noaspect

Time: ✅ 136.158µs (SLO: <300.000µs 📉 -54.6%) vs baseline: +0.3%

Memory: ✅ 42.939MB (SLO: <43.500MB 🟡 -1.3%) vs baseline: +5.0%

✅ bytes_aspect

Time: ✅ 223.911µs (SLO: <300.000µs 📉 -25.4%) vs baseline: -0.2%

Memory: ✅ 42.900MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +4.9%

✅ bytes_noaspect

Time: ✅ 133.150µs (SLO: <200.000µs 📉 -33.4%) vs baseline: +0.6%

Memory: ✅ 42.979MB (SLO: <43.500MB 🟡 -1.2%) vs baseline: +5.0%

✅ bytesio_aspect

Time: ✅ 3.908ms (SLO: <5.000ms 📉 -21.8%) vs baseline: +1.0%

Memory: ✅ 42.920MB (SLO: <43.500MB 🟡 -1.3%) vs baseline: +5.0%

✅ bytesio_noaspect

Time: ✅ 312.926µs (SLO: <420.000µs 📉 -25.5%) vs baseline: -0.2%

Memory: ✅ 42.880MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +4.8%

✅ capitalize_aspect

Time: ✅ 88.249µs (SLO: <300.000µs 📉 -70.6%) vs baseline: -0.5%

Memory: ✅ 42.959MB (SLO: <43.500MB 🟡 -1.2%) vs baseline: +5.0%

✅ capitalize_noaspect

Time: ✅ 244.697µs (SLO: <300.000µs 📉 -18.4%) vs baseline: -1.1%

Memory: ✅ 42.939MB (SLO: <43.500MB 🟡 -1.3%) vs baseline: +5.0%

✅ casefold_aspect

Time: ✅ 88.870µs (SLO: <500.000µs 📉 -82.2%) vs baseline: +0.2%

Memory: ✅ 42.880MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +4.8%

✅ casefold_noaspect

Time: ✅ 302.517µs (SLO: <500.000µs 📉 -39.5%) vs baseline: -0.1%

Memory: ✅ 42.939MB (SLO: <43.500MB 🟡 -1.3%) vs baseline: +4.7%

✅ decode_aspect

Time: ✅ 87.173µs (SLO: <100.000µs 📉 -12.8%) vs baseline: -0.2%

Memory: ✅ 42.959MB (SLO: <43.500MB 🟡 -1.2%) vs baseline: +5.0%

✅ decode_noaspect

Time: ✅ 151.200µs (SLO: <210.000µs 📉 -28.0%) vs baseline: -1.5%

Memory: ✅ 42.880MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +4.7%

✅ encode_aspect

Time: ✅ 84.877µs (SLO: <200.000µs 📉 -57.6%) vs baseline: -0.9%

Memory: ✅ 42.920MB (SLO: <43.500MB 🟡 -1.3%) vs baseline: +5.0%

✅ encode_noaspect

Time: ✅ 138.706µs (SLO: <200.000µs 📉 -30.6%) vs baseline: -1.7%

Memory: ✅ 42.861MB (SLO: <43.500MB 🟡 -1.5%) vs baseline: +4.6%

✅ format_aspect

Time: ✅ 14.687ms (SLO: <19.200ms 📉 -23.5%) vs baseline: -0.2%

Memory: ✅ 42.979MB (SLO: <43.250MB 🟡 -0.6%) vs baseline: +4.4%

✅ format_map_aspect

Time: ✅ 16.451ms (SLO: <21.500ms 📉 -23.5%) vs baseline: -0.5%

Memory: ✅ 43.077MB (SLO: <43.500MB 🟡 -1.0%) vs baseline: +4.9%

✅ format_map_noaspect

Time: ✅ 366.194µs (SLO: <500.000µs 📉 -26.8%) vs baseline: +1.4%

Memory: ✅ 42.920MB (SLO: <43.250MB 🟡 -0.8%) vs baseline: +5.0%

✅ format_noaspect

Time: ✅ 299.626µs (SLO: <500.000µs 📉 -40.1%) vs baseline: -0.3%

Memory: ✅ 42.880MB (SLO: <43.250MB 🟡 -0.9%) vs baseline: +4.8%

✅ index_aspect

Time: ✅ 133.115µs (SLO: <300.000µs 📉 -55.6%) vs baseline: +8.0%

Memory: ✅ 42.920MB (SLO: <43.250MB 🟡 -0.8%) vs baseline: +5.1%

✅ index_noaspect

Time: ✅ 40.534µs (SLO: <300.000µs 📉 -86.5%) vs baseline: ~same

Memory: ✅ 42.861MB (SLO: <43.500MB 🟡 -1.5%) vs baseline: +4.7%

✅ join_aspect

Time: ✅ 210.287µs (SLO: <300.000µs 📉 -29.9%) vs baseline: -0.8%

Memory: ✅ 42.821MB (SLO: <43.500MB 🟡 -1.6%) vs baseline: +4.8%

✅ join_noaspect

Time: ✅ 144.912µs (SLO: <300.000µs 📉 -51.7%) vs baseline: +0.7%

Memory: ✅ 42.880MB (SLO: <43.250MB 🟡 -0.9%) vs baseline: +4.8%

✅ ljust_aspect

Time: ✅ 601.312µs (SLO: <700.000µs 📉 -14.1%) vs baseline: 📈 +21.1%

Memory: ✅ 42.959MB (SLO: <43.250MB 🟡 -0.7%) vs baseline: +4.7%

✅ ljust_noaspect

Time: ✅ 256.165µs (SLO: <300.000µs 📉 -14.6%) vs baseline: +1.5%

Memory: ✅ 42.900MB (SLO: <43.250MB 🟡 -0.8%) vs baseline: +4.9%

✅ lower_aspect

Time: ✅ 296.507µs (SLO: <500.000µs 📉 -40.7%) vs baseline: -0.5%

Memory: ✅ 42.880MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +4.8%

✅ lower_noaspect

Time: ✅ 230.072µs (SLO: <300.000µs 📉 -23.3%) vs baseline: +0.5%

Memory: ✅ 42.920MB (SLO: <43.250MB 🟡 -0.8%) vs baseline: +5.0%

✅ lstrip_aspect

Time: ✅ 0.269ms (SLO: <3.000ms 📉 -91.0%) vs baseline: +0.4%

Memory: ✅ 42.880MB (SLO: <43.250MB 🟡 -0.9%) vs baseline: +4.8%

✅ lstrip_noaspect

Time: ✅ 0.175ms (SLO: <3.000ms 📉 -94.2%) vs baseline: -1.1%

Memory: ✅ 42.861MB (SLO: <43.500MB 🟡 -1.5%) vs baseline: +4.7%

✅ modulo_aspect

Time: ✅ 14.366ms (SLO: <18.750ms 📉 -23.4%) vs baseline: -0.4%

Memory: ✅ 43.096MB (SLO: <43.500MB 🟡 -0.9%) vs baseline: +5.0%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 14.901ms (SLO: <19.350ms 📉 -23.0%) vs baseline: +0.3%

Memory: ✅ 43.136MB (SLO: <43.500MB 🟡 -0.8%) vs baseline: +5.0%

✅ modulo_aspect_for_bytes

Time: ✅ 14.474ms (SLO: <18.900ms 📉 -23.4%) vs baseline: -0.2%

Memory: ✅ 42.979MB (SLO: <43.500MB 🟡 -1.2%) vs baseline: +4.5%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 14.735ms (SLO: <19.150ms 📉 -23.1%) vs baseline: +0.1%

Memory: ✅ 43.096MB (SLO: <43.500MB 🟡 -0.9%) vs baseline: +5.0%

✅ modulo_noaspect

Time: ✅ 0.356ms (SLO: <3.000ms 📉 -88.1%) vs baseline: +0.3%

Memory: ✅ 42.841MB (SLO: <43.500MB 🟡 -1.5%) vs baseline: +4.9%

✅ replace_aspect

Time: ✅ 18.465ms (SLO: <24.000ms 📉 -23.1%) vs baseline: ~same

Memory: ✅ 43.037MB (SLO: <44.000MB -2.2%) vs baseline: +4.6%

✅ replace_noaspect

Time: ✅ 279.635µs (SLO: <300.000µs -6.8%) vs baseline: ~same

Memory: ✅ 42.841MB (SLO: <43.500MB 🟡 -1.5%) vs baseline: +4.5%

✅ repr_aspect

Time: ✅ 316.034µs (SLO: <420.000µs 📉 -24.8%) vs baseline: -0.3%

Memory: ✅ 42.880MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +4.8%

✅ repr_noaspect

Time: ✅ 46.537µs (SLO: <90.000µs 📉 -48.3%) vs baseline: ~same

Memory: ✅ 42.861MB (SLO: <43.500MB 🟡 -1.5%) vs baseline: +4.7%

✅ rstrip_aspect

Time: ✅ 379.624µs (SLO: <500.000µs 📉 -24.1%) vs baseline: +0.3%

Memory: ✅ 42.998MB (SLO: <43.500MB 🟡 -1.2%) vs baseline: +5.0%

✅ rstrip_noaspect

Time: ✅ 181.278µs (SLO: <300.000µs 📉 -39.6%) vs baseline: -0.3%

Memory: ✅ 42.861MB (SLO: <43.500MB 🟡 -1.5%) vs baseline: +4.7%

✅ slice_aspect

Time: ✅ 184.160µs (SLO: <300.000µs 📉 -38.6%) vs baseline: -0.3%

Memory: ✅ 42.920MB (SLO: <43.500MB 🟡 -1.3%) vs baseline: +4.8%

✅ slice_noaspect

Time: ✅ 53.841µs (SLO: <90.000µs 📉 -40.2%) vs baseline: -0.2%

Memory: ✅ 42.880MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +4.8%

✅ stringio_aspect

Time: ✅ 4.470ms (SLO: <5.000ms 📉 -10.6%) vs baseline: 📈 +14.7%

Memory: ✅ 42.880MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +4.9%

✅ stringio_noaspect

Time: ✅ 346.721µs (SLO: <500.000µs 📉 -30.7%) vs baseline: +0.6%

Memory: ✅ 42.900MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +5.0%

✅ strip_aspect

Time: ✅ 267.015µs (SLO: <350.000µs 📉 -23.7%) vs baseline: -0.1%

Memory: ✅ 42.920MB (SLO: <43.500MB 🟡 -1.3%) vs baseline: +4.8%

✅ strip_noaspect

Time: ✅ 174.415µs (SLO: <240.000µs 📉 -27.3%) vs baseline: -0.2%

Memory: ✅ 42.900MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +4.9%

✅ swapcase_aspect

Time: ✅ 334.788µs (SLO: <500.000µs 📉 -33.0%) vs baseline: ~same

Memory: ✅ 43.037MB (SLO: <43.500MB 🟡 -1.1%) vs baseline: +5.2%

✅ swapcase_noaspect

Time: ✅ 266.689µs (SLO: <400.000µs 📉 -33.3%) vs baseline: +0.7%

Memory: ✅ 42.880MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +4.8%

✅ title_aspect

Time: ✅ 327.358µs (SLO: <500.000µs 📉 -34.5%) vs baseline: +0.1%

Memory: ✅ 42.900MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +5.0%

✅ title_noaspect

Time: ✅ 252.446µs (SLO: <400.000µs 📉 -36.9%) vs baseline: +0.3%

Memory: ✅ 42.920MB (SLO: <43.500MB 🟡 -1.3%) vs baseline: +4.9%

✅ translate_aspect

Time: ✅ 496.851µs (SLO: <700.000µs 📉 -29.0%) vs baseline: +0.3%

Memory: ✅ 42.920MB (SLO: <43.500MB 🟡 -1.3%) vs baseline: +5.1%

✅ translate_noaspect

Time: ✅ 417.424µs (SLO: <500.000µs 📉 -16.5%) vs baseline: -1.9%

Memory: ✅ 42.920MB (SLO: <43.500MB 🟡 -1.3%) vs baseline: +4.9%

✅ upper_aspect

Time: ✅ 299.269µs (SLO: <500.000µs 📉 -40.1%) vs baseline: +0.8%

Memory: ✅ 42.880MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +4.6%

✅ upper_noaspect

Time: ✅ 228.235µs (SLO: <400.000µs 📉 -42.9%) vs baseline: -0.7%

Memory: ✅ 42.880MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +4.8%

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 515.042µs (SLO: <700.000µs 📉 -26.4%) vs baseline: 📈 +23.6%

Memory: ✅ 42.939MB (SLO: <43.500MB 🟡 -1.3%) vs baseline: +4.9%

✅ ospathbasename_noaspect

Time: ✅ 421.514µs (SLO: <700.000µs 📉 -39.8%) vs baseline: -1.2%

Memory: ✅ 42.861MB (SLO: <43.500MB 🟡 -1.5%) vs baseline: +4.7%

✅ ospathjoin_aspect

Time: ✅ 612.948µs (SLO: <700.000µs 📉 -12.4%) vs baseline: +1.3%

Memory: ✅ 42.900MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +4.7%

✅ ospathjoin_noaspect

Time: ✅ 615.647µs (SLO: <700.000µs 📉 -12.1%) vs baseline: +0.3%

Memory: ✅ 42.880MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +4.6%

✅ ospathnormcase_aspect

Time: ✅ 346.956µs (SLO: <700.000µs 📉 -50.4%) vs baseline: -0.4%

Memory: ✅ 42.900MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +4.7%

✅ ospathnormcase_noaspect

Time: ✅ 354.753µs (SLO: <700.000µs 📉 -49.3%) vs baseline: +0.3%

Memory: ✅ 42.900MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +5.0%

✅ ospathsplit_aspect

Time: ✅ 485.584µs (SLO: <700.000µs 📉 -30.6%) vs baseline: -0.2%

Memory: ✅ 42.821MB (SLO: <43.500MB 🟡 -1.6%) vs baseline: +4.6%

✅ ospathsplit_noaspect

Time: ✅ 497.250µs (SLO: <700.000µs 📉 -29.0%) vs baseline: +1.1%

Memory: ✅ 42.861MB (SLO: <43.500MB 🟡 -1.5%) vs baseline: +4.7%

✅ ospathsplitdrive_aspect

Time: ✅ 371.814µs (SLO: <700.000µs 📉 -46.9%) vs baseline: -0.5%

Memory: ✅ 42.900MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +4.9%

✅ ospathsplitdrive_noaspect

Time: ✅ 72.689µs (SLO: <700.000µs 📉 -89.6%) vs baseline: -0.3%

Memory: ✅ 42.900MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +5.0%

✅ ospathsplitext_aspect

Time: ✅ 459.840µs (SLO: <700.000µs 📉 -34.3%) vs baseline: -0.3%

Memory: ✅ 42.998MB (SLO: <43.500MB 🟡 -1.2%) vs baseline: +5.0%

✅ ospathsplitext_noaspect

Time: ✅ 466.244µs (SLO: <700.000µs 📉 -33.4%) vs baseline: ~same

Memory: ✅ 42.900MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +4.9%

📈 telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 3.331µs (SLO: <20.000µs 📉 -83.3%) vs baseline: 📈 +10.8%

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

✅ 1-count-metrics-100-times

Time: ✅ 201.883µs (SLO: <220.000µs -8.2%) vs baseline: -0.1%

Memory: ✅ 35.389MB (SLO: <36.000MB 🟡 -1.7%) vs baseline: +4.6%

✅ 1-distribution-metric-1-times

Time: ✅ 3.392µs (SLO: <20.000µs 📉 -83.0%) vs baseline: +0.3%

Memory: ✅ 35.448MB (SLO: <36.000MB 🟡 -1.5%) vs baseline: +4.9%

✅ 1-distribution-metrics-100-times

Time: ✅ 213.549µs (SLO: <230.000µs -7.2%) vs baseline: -0.7%

Memory: ✅ 35.429MB (SLO: <36.000MB 🟡 -1.6%) vs baseline: +4.9%

✅ 1-gauge-metric-1-times

Time: ✅ 2.226µs (SLO: <20.000µs 📉 -88.9%) vs baseline: +1.0%

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

✅ 1-gauge-metrics-100-times

Time: ✅ 136.163µs (SLO: <150.000µs -9.2%) vs baseline: -0.6%

Memory: ✅ 35.429MB (SLO: <36.000MB 🟡 -1.6%) vs baseline: +4.8%

✅ 1-rate-metric-1-times

Time: ✅ 3.171µs (SLO: <20.000µs 📉 -84.1%) vs baseline: -1.2%

Memory: ✅ 35.409MB (SLO: <36.000MB 🟡 -1.6%) vs baseline: +4.7%

✅ 1-rate-metrics-100-times

Time: ✅ 217.588µs (SLO: <250.000µs 📉 -13.0%) vs baseline: +0.2%

Memory: ✅ 35.488MB (SLO: <36.000MB 🟡 -1.4%) vs baseline: +5.0%

✅ 100-count-metrics-100-times

Time: ✅ 20.354ms (SLO: <22.000ms -7.5%) vs baseline: -0.2%

Memory: ✅ 35.468MB (SLO: <36.000MB 🟡 -1.5%) vs baseline: +4.8%

✅ 100-distribution-metrics-100-times

Time: ✅ 2.261ms (SLO: <2.550ms 📉 -11.3%) vs baseline: +1.1%

Memory: ✅ 35.429MB (SLO: <36.000MB 🟡 -1.6%) vs baseline: +4.7%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.408ms (SLO: <1.550ms -9.1%) vs baseline: ~same

Memory: ✅ 35.448MB (SLO: <36.000MB 🟡 -1.5%) vs baseline: +5.0%

✅ 100-rate-metrics-100-times

Time: ✅ 2.214ms (SLO: <2.550ms 📉 -13.2%) vs baseline: +0.2%

Memory: ✅ 35.409MB (SLO: <36.000MB 🟡 -1.6%)

✅ flush-1-metric

Time: ✅ 4.721µs (SLO: <20.000µs 📉 -76.4%) vs baseline: +0.6%

Memory: ✅ 35.566MB (SLO: <36.000MB 🟡 -1.2%) vs baseline: +5.1%

✅ flush-100-metrics

Time: ✅ 174.516µs (SLO: <250.000µs 📉 -30.2%) vs baseline: -0.3%

Memory: ✅ 35.488MB (SLO: <36.000MB 🟡 -1.4%) vs baseline: +5.0%

✅ flush-1000-metrics

Time: ✅ 2.180ms (SLO: <2.500ms 📉 -12.8%) vs baseline: +0.3%

Memory: ✅ 36.353MB (SLO: <36.500MB 🟡 -0.4%) vs baseline: +5.0%

🟡 Near SLO Breach (13 suites)

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 19.545ms (SLO: <22.300ms 📉 -12.4%) vs baseline: -0.3%

Memory: ✅ 68.748MB (SLO: <70.500MB -2.5%) vs baseline: +4.7%

✅ exception-replay-enabled

Time: ✅ 1.381ms (SLO: <1.450ms -4.7%) vs baseline: +0.5%

Memory: ✅ 66.771MB (SLO: <67.500MB 🟡 -1.1%) vs baseline: +4.8%

✅ iast

Time: ✅ 19.676ms (SLO: <22.250ms 📉 -11.6%) vs baseline: +0.8%

Memory: ✅ 68.813MB (SLO: <71.000MB -3.1%) vs baseline: +4.9%

✅ profiler

Time: ✅ 15.236ms (SLO: <16.550ms -7.9%) vs baseline: -0.2%

Memory: ✅ 56.890MB (SLO: <57.500MB 🟡 -1.1%) vs baseline: +4.9%

✅ resource-renaming

Time: ✅ 19.574ms (SLO: <21.750ms 📉 -10.0%) vs baseline: -0.3%

Memory: ✅ 68.793MB (SLO: <70.500MB -2.4%) vs baseline: +4.8%

✅ span-code-origin

Time: ✅ 20.197ms (SLO: <28.200ms 📉 -28.4%) vs baseline: +2.5%

Memory: ✅ 68.686MB (SLO: <71.000MB -3.3%) vs baseline: +4.9%

✅ tracer

Time: ✅ 19.564ms (SLO: <21.750ms 📉 -10.0%) vs baseline: ~same

Memory: ✅ 68.714MB (SLO: <71.000MB -3.2%) vs baseline: +4.8%

✅ tracer-and-profiler

Time: ✅ 21.635ms (SLO: <23.500ms -7.9%) vs baseline: ~same

Memory: ✅ 70.224MB (SLO: <71.000MB 🟡 -1.1%) vs baseline: +4.9%

✅ tracer-dont-create-db-spans

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

Memory: ✅ 68.813MB (SLO: <71.000MB -3.1%) vs baseline: +5.0%

✅ tracer-minimal

Time: ✅ 16.718ms (SLO: <17.500ms -4.5%) vs baseline: -0.7%

Memory: ✅ 68.754MB (SLO: <71.000MB -3.2%) vs baseline: +4.8%

✅ tracer-native

Time: ✅ 19.562ms (SLO: <21.750ms 📉 -10.1%) vs baseline: -0.4%

Memory: ✅ 68.695MB (SLO: <72.500MB -5.2%) vs baseline: +4.8%

✅ tracer-no-caches

Time: ✅ 17.704ms (SLO: <19.650ms -9.9%) vs baseline: +0.1%

Memory: ✅ 68.793MB (SLO: <71.000MB -3.1%) vs baseline: +4.9%

✅ tracer-no-databases

Time: ✅ 19.087ms (SLO: <20.100ms -5.0%) vs baseline: ~same

Memory: ✅ 68.734MB (SLO: <71.000MB -3.2%) vs baseline: +4.8%

✅ tracer-no-middleware

Time: ✅ 19.424ms (SLO: <21.500ms -9.7%) vs baseline: +0.2%

Memory: ✅ 68.773MB (SLO: <71.000MB -3.1%) vs baseline: +4.9%

✅ tracer-no-templates

Time: ✅ 19.734ms (SLO: <22.000ms 📉 -10.3%) vs baseline: +1.5%

Memory: ✅ 68.744MB (SLO: <70.500MB -2.5%) vs baseline: +4.9%

🟡 errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.322ms (SLO: <19.850ms 📉 -17.8%) vs baseline: ~same

Memory: ✅ 70.261MB (SLO: <71.000MB 🟡 -1.0%) vs baseline: +4.6%

✅ errortracking-enabled-user

Time: ✅ 16.409ms (SLO: <19.400ms 📉 -15.4%) vs baseline: +0.6%

Memory: ✅ 70.344MB (SLO: <71.000MB 🟡 -0.9%) vs baseline: +5.0%

✅ tracer-enabled

Time: ✅ 16.314ms (SLO: <19.450ms 📉 -16.1%) vs baseline: -0.3%

Memory: ✅ 70.366MB (SLO: <71.000MB 🟡 -0.9%) vs baseline: +4.8%

🟡 errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.090ms (SLO: <2.300ms -9.1%) vs baseline: +0.4%

Memory: ✅ 56.269MB (SLO: <56.500MB 🟡 -0.4%) vs baseline: +4.9%

✅ errortracking-enabled-user

Time: ✅ 2.099ms (SLO: <2.250ms -6.7%) vs baseline: ~same

Memory: ✅ 56.289MB (SLO: <56.500MB 🟡 -0.4%) vs baseline: +4.9%

✅ tracer-enabled

Time: ✅ 2.088ms (SLO: <2.300ms -9.2%) vs baseline: +0.4%

Memory: ✅ 56.328MB (SLO: <56.500MB 🟡 -0.3%) vs baseline: +4.8%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 3.397ms (SLO: <4.750ms 📉 -28.5%) vs baseline: -0.7%

Memory: ✅ 56.410MB (SLO: <66.500MB 📉 -15.2%) vs baseline: +5.0%

✅ appsec-post

Time: ✅ 2.881ms (SLO: <6.750ms 📉 -57.3%) vs baseline: ~same

Memory: ✅ 56.290MB (SLO: <66.500MB 📉 -15.4%) vs baseline: +4.6%

✅ appsec-telemetry

Time: ✅ 3.423ms (SLO: <4.750ms 📉 -27.9%) vs baseline: +0.7%

Memory: ✅ 56.332MB (SLO: <66.500MB 📉 -15.3%) vs baseline: +4.9%

✅ debugger

Time: ✅ 1.871ms (SLO: <2.000ms -6.4%) vs baseline: +0.1%

Memory: ✅ 48.250MB (SLO: <49.500MB -2.5%) vs baseline: +4.9%

✅ iast-get

Time: ✅ 1.857ms (SLO: <2.000ms -7.1%) vs baseline: -0.1%

Memory: ✅ 45.380MB (SLO: <49.000MB -7.4%) vs baseline: +5.2%

✅ profiler

Time: ✅ 1.908ms (SLO: <2.100ms -9.1%) vs baseline: ~same

Memory: ✅ 49.332MB (SLO: <50.000MB 🟡 -1.3%) vs baseline: +4.5%

✅ resource-renaming

Time: ✅ 3.388ms (SLO: <3.650ms -7.2%) vs baseline: +0.2%

Memory: ✅ 56.369MB (SLO: <57.000MB 🟡 -1.1%) vs baseline: +4.9%

✅ tracer

Time: ✅ 3.396ms (SLO: <3.650ms -7.0%) vs baseline: ~same

Memory: ✅ 56.393MB (SLO: <56.500MB 🟡 -0.2%) vs baseline: +4.8%

✅ tracer-native

Time: ✅ 3.396ms (SLO: <3.650ms -6.9%) vs baseline: +0.2%

Memory: ✅ 56.369MB (SLO: <60.000MB -6.1%) vs baseline: +4.9%

🟡 flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 2.077ms (SLO: <4.200ms 📉 -50.5%) vs baseline: ~same

Memory: ✅ 56.191MB (SLO: <66.000MB 📉 -14.9%) vs baseline: +4.7%

✅ iast-enabled

Time: ✅ 2.090ms (SLO: <2.800ms 📉 -25.4%) vs baseline: +0.3%

Memory: ✅ 56.230MB (SLO: <62.500MB 📉 -10.0%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 2.079ms (SLO: <2.250ms -7.6%) vs baseline: -0.2%

Memory: ✅ 56.191MB (SLO: <56.500MB 🟡 -0.5%) vs baseline: +4.5%

🟡 httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 80.662µs (SLO: <100.000µs 📉 -19.3%) vs baseline: -0.4%

Memory: ✅ 35.625MB (SLO: <36.000MB 🟡 -1.0%) vs baseline: +5.4%

✅ b3_headers

Time: ✅ 14.050µs (SLO: <20.000µs 📉 -29.7%) vs baseline: -0.4%

Memory: ✅ 35.193MB (SLO: <36.000MB -2.2%) vs baseline: +4.7%

✅ b3_single_headers

Time: ✅ 13.291µs (SLO: <20.000µs 📉 -33.5%) vs baseline: +0.2%

Memory: ✅ 35.311MB (SLO: <36.000MB 🟡 -1.9%) vs baseline: +5.3%

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 64.149µs (SLO: <80.000µs 📉 -19.8%) vs baseline: +0.3%

Memory: ✅ 35.625MB (SLO: <36.000MB 🟡 -1.0%) vs baseline: +5.0%

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 66.110µs (SLO: <80.000µs 📉 -17.4%) vs baseline: +0.4%

Memory: ✅ 35.665MB (SLO: <36.000MB 🟡 -0.9%) vs baseline: +5.4%

✅ empty_headers

Time: ✅ 1.617µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +1.0%

Memory: ✅ 35.212MB (SLO: <36.000MB -2.2%) vs baseline: +4.7%

✅ full_t_id_datadog_headers

Time: ✅ 22.332µs (SLO: <30.000µs 📉 -25.6%) vs baseline: ~same

Memory: ✅ 35.389MB (SLO: <36.000MB 🟡 -1.7%) vs baseline: +5.2%

✅ invalid_priority_header

Time: ✅ 6.488µs (SLO: <10.000µs 📉 -35.1%) vs baseline: -0.8%

Memory: ✅ 35.586MB (SLO: <36.000MB 🟡 -1.1%) vs baseline: +5.6%

✅ invalid_span_id_header

Time: ✅ 6.486µs (SLO: <10.000µs 📉 -35.1%) vs baseline: -0.5%

Memory: ✅ 35.370MB (SLO: <36.000MB 🟡 -1.8%) vs baseline: +5.3%

✅ invalid_tags_header

Time: ✅ 6.515µs (SLO: <10.000µs 📉 -34.9%) vs baseline: +0.2%

Memory: ✅ 35.527MB (SLO: <36.000MB 🟡 -1.3%) vs baseline: +5.8%

✅ invalid_trace_id_header

Time: ✅ 6.460µs (SLO: <10.000µs 📉 -35.4%) vs baseline: -0.9%

Memory: ✅ 35.586MB (SLO: <36.000MB 🟡 -1.1%) vs baseline: +5.6%

✅ large_header_no_matches

Time: ✅ 27.570µs (SLO: <30.000µs -8.1%) vs baseline: ~same

Memory: ✅ 35.311MB (SLO: <36.000MB 🟡 -1.9%) vs baseline: +5.0%

✅ large_valid_headers_all

Time: ✅ 28.801µs (SLO: <40.000µs 📉 -28.0%) vs baseline: +0.4%

Memory: ✅ 35.448MB (SLO: <36.000MB 🟡 -1.5%) vs baseline: +5.6%

✅ medium_header_no_matches

Time: ✅ 9.827µs (SLO: <20.000µs 📉 -50.9%) vs baseline: +0.3%

Memory: ✅ 35.370MB (SLO: <36.000MB 🟡 -1.8%) vs baseline: +5.0%

✅ medium_valid_headers_all

Time: ✅ 11.242µs (SLO: <20.000µs 📉 -43.8%) vs baseline: -0.1%

Memory: ✅ 35.389MB (SLO: <36.000MB 🟡 -1.7%) vs baseline: +5.0%

✅ none_propagation_style

Time: ✅ 1.711µs (SLO: <10.000µs 📉 -82.9%) vs baseline: -0.5%

Memory: ✅ 35.389MB (SLO: <36.000MB 🟡 -1.7%) vs baseline: +5.2%

✅ tracecontext_headers

Time: ✅ 34.472µs (SLO: <40.000µs 📉 -13.8%) vs baseline: +0.3%

Memory: ✅ 35.625MB (SLO: <36.000MB 🟡 -1.0%) vs baseline: +6.0%

✅ valid_headers_all

Time: ✅ 6.465µs (SLO: <10.000µs 📉 -35.4%) vs baseline: -0.6%

Memory: ✅ 35.547MB (SLO: <36.000MB 🟡 -1.3%) vs baseline: +5.7%

✅ valid_headers_basic

Time: ✅ 6.088µs (SLO: <10.000µs 📉 -39.1%) vs baseline: +0.2%

Memory: ✅ 35.488MB (SLO: <36.000MB 🟡 -1.4%) vs baseline: +5.7%

✅ wsgi_empty_headers

Time: ✅ 1.608µs (SLO: <10.000µs 📉 -83.9%) vs baseline: -0.4%

Memory: ✅ 35.173MB (SLO: <36.000MB -2.3%) vs baseline: +4.7%

✅ wsgi_invalid_priority_header

Time: ✅ 6.547µs (SLO: <10.000µs 📉 -34.5%) vs baseline: -0.6%

Memory: ✅ 35.586MB (SLO: <36.000MB 🟡 -1.1%) vs baseline: +6.0%

✅ wsgi_invalid_span_id_header

Time: ✅ 1.620µs (SLO: <10.000µs 📉 -83.8%) vs baseline: +1.3%

Memory: ✅ 35.291MB (SLO: <36.000MB 🟡 -2.0%) vs baseline: +5.1%

✅ wsgi_invalid_tags_header

Time: ✅ 6.535µs (SLO: <10.000µs 📉 -34.6%) vs baseline: -0.6%

Memory: ✅ 35.409MB (SLO: <36.000MB 🟡 -1.6%) vs baseline: +5.3%

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.637µs (SLO: <10.000µs 📉 -33.6%) vs baseline: +1.4%

Memory: ✅ 35.389MB (SLO: <36.000MB 🟡 -1.7%) vs baseline: +5.4%

✅ wsgi_large_header_no_matches

Time: ✅ 28.574µs (SLO: <40.000µs 📉 -28.6%) vs baseline: ~same

Memory: ✅ 35.665MB (SLO: <36.000MB 🟡 -0.9%) vs baseline: +4.7%

✅ wsgi_large_valid_headers_all

Time: ✅ 29.828µs (SLO: <40.000µs 📉 -25.4%) vs baseline: +0.2%

Memory: ✅ 35.704MB (SLO: <36.000MB 🟡 -0.8%) vs baseline: +5.2%

✅ wsgi_medium_header_no_matches

Time: ✅ 10.155µs (SLO: <20.000µs 📉 -49.2%) vs baseline: +0.9%

Memory: ✅ 35.566MB (SLO: <36.000MB 🟡 -1.2%) vs baseline: +5.6%

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.515µs (SLO: <20.000µs 📉 -42.4%) vs baseline: +0.4%

Memory: ✅ 35.606MB (SLO: <36.000MB 🟡 -1.1%) vs baseline: +5.7%

✅ wsgi_valid_headers_all

Time: ✅ 6.549µs (SLO: <10.000µs 📉 -34.5%) vs baseline: -0.2%

Memory: ✅ 35.291MB (SLO: <36.000MB 🟡 -2.0%) vs baseline: +5.0%

✅ wsgi_valid_headers_basic

Time: ✅ 6.104µs (SLO: <10.000µs 📉 -39.0%) vs baseline: +0.4%

Memory: ✅ 35.448MB (SLO: <36.000MB 🟡 -1.5%) vs baseline: +5.3%

🟡 httppropagationinject - 16/16

✅ ids_only

Time: ✅ 21.949µs (SLO: <30.000µs 📉 -26.8%) vs baseline: +4.6%

Memory: ✅ 35.154MB (SLO: <36.000MB -2.4%) vs baseline: +5.0%

✅ with_all

Time: ✅ 27.897µs (SLO: <40.000µs 📉 -30.3%) vs baseline: +0.4%

Memory: ✅ 35.114MB (SLO: <36.000MB -2.5%) vs baseline: +4.6%

✅ with_dd_origin

Time: ✅ 24.722µs (SLO: <30.000µs 📉 -17.6%) vs baseline: -0.2%

Memory: ✅ 35.154MB (SLO: <36.000MB -2.4%) vs baseline: +5.0%

✅ with_priority_and_origin

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

Memory: ✅ 35.134MB (SLO: <36.000MB -2.4%) vs baseline: +4.9%

✅ with_sampling_priority

Time: ✅ 21.043µs (SLO: <30.000µs 📉 -29.9%) vs baseline: +0.1%

Memory: ✅ 35.547MB (SLO: <36.000MB 🟡 -1.3%) vs baseline: +4.9%

✅ with_tags

Time: ✅ 25.976µs (SLO: <40.000µs 📉 -35.1%) vs baseline: -0.6%

Memory: ✅ 35.212MB (SLO: <36.000MB -2.2%) vs baseline: +4.8%

✅ with_tags_invalid

Time: ✅ 27.336µs (SLO: <40.000µs 📉 -31.7%) vs baseline: -0.2%

Memory: ✅ 35.095MB (SLO: <36.000MB -2.5%) vs baseline: +4.7%

✅ with_tags_max_size

Time: ✅ 26.443µs (SLO: <40.000µs 📉 -33.9%) vs baseline: +0.2%

Memory: ✅ 35.154MB (SLO: <36.000MB -2.4%) vs baseline: +4.6%

🟡 iast_aspects - 40/40

✅ re_expand_aspect

Time: ✅ 3.728ms (SLO: <4.880ms 📉 -23.6%) vs baseline: +6.1%

Memory: ✅ 42.841MB (SLO: <43.500MB 🟡 -1.5%) vs baseline: +4.9%

✅ re_expand_noaspect

Time: ✅ 3.501ms (SLO: <4.620ms 📉 -24.2%) vs baseline: +0.6%

Memory: ✅ 42.979MB (SLO: <43.500MB 🟡 -1.2%) vs baseline: +5.1%

✅ re_findall_aspect

Time: ✅ 334.202µs (SLO: <450.000µs 📉 -25.7%) vs baseline: -0.1%

Memory: ✅ 42.861MB (SLO: <43.500MB 🟡 -1.5%) vs baseline: +4.7%

✅ re_findall_noaspect

Time: ✅ 322.365µs (SLO: <430.000µs 📉 -25.0%) vs baseline: +0.4%

Memory: ✅ 42.880MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +4.7%

✅ re_finditer_aspect

Time: ✅ 450.775µs (SLO: <590.000µs 📉 -23.6%) vs baseline: ~same

Memory: ✅ 42.939MB (SLO: <43.500MB 🟡 -1.3%) vs baseline: +5.0%

✅ re_finditer_noaspect

Time: ✅ 322.196µs (SLO: <440.000µs 📉 -26.8%) vs baseline: -0.4%

Memory: ✅ 42.880MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +4.7%

✅ re_fullmatch_aspect

Time: ✅ 276.540µs (SLO: <360.000µs 📉 -23.2%) vs baseline: ~same

Memory: ✅ 42.900MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +4.9%

✅ re_fullmatch_noaspect

Time: ✅ 304.919µs (SLO: <400.000µs 📉 -23.8%) vs baseline: -0.4%

Memory: ✅ 42.920MB (SLO: <43.500MB 🟡 -1.3%) vs baseline: +5.0%

✅ re_group_aspect

Time: ✅ 477.115µs (SLO: <630.000µs 📉 -24.3%) vs baseline: +0.4%

Memory: ✅ 42.900MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +4.9%

✅ re_group_noaspect

Time: ✅ 483.484µs (SLO: <640.000µs 📉 -24.5%) vs baseline: -0.2%

Memory: ✅ 42.920MB (SLO: <43.500MB 🟡 -1.3%) vs baseline: +4.9%

✅ re_groups_aspect

Time: ✅ 492.615µs (SLO: <650.000µs 📉 -24.2%) vs baseline: -0.3%

Memory: ✅ 42.861MB (SLO: <43.500MB 🟡 -1.5%) vs baseline: +4.9%

✅ re_groups_noaspect

Time: ✅ 497.265µs (SLO: <650.000µs 📉 -23.5%) vs baseline: +0.4%

Memory: ✅ 42.900MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +5.0%

✅ re_match_aspect

Time: ✅ 281.818µs (SLO: <370.000µs 📉 -23.8%) vs baseline: -0.6%

Memory: ✅ 42.920MB (SLO: <43.500MB 🟡 -1.3%) vs baseline: +5.0%

✅ re_match_noaspect

Time: ✅ 309.661µs (SLO: <410.000µs 📉 -24.5%) vs baseline: -0.3%

Memory: ✅ 42.920MB (SLO: <43.500MB 🟡 -1.3%) vs baseline: +4.9%

✅ re_search_aspect

Time: ✅ 275.029µs (SLO: <350.000µs 📉 -21.4%) vs baseline: +5.5%

Memory: ✅ 42.880MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +4.8%

✅ re_search_noaspect

Time: ✅ 283.882µs (SLO: <380.000µs 📉 -25.3%) vs baseline: -1.0%

Memory: ✅ 42.900MB (SLO: <43.500MB 🟡 -1.4%) vs baseline: +4.8%

✅ re_sub_aspect

Time: ✅ 350.046µs (SLO: <460.000µs 📉 -23.9%) vs baseline: +0.4%

Memory: ✅ 42.959MB (SLO: <43.500MB 🟡 -1.2%) vs baseline: +5.0%

✅ re_sub_noaspect

Time: ✅ 392.057µs (SLO: <520.000µs 📉 -24.6%) vs baseline: +0.1%

Memory: ✅ 42.939MB (SLO: <43.500MB 🟡 -1.3%) vs baseline: +5.0%

✅ re_subn_aspect

Time: ✅ 367.825µs (SLO: <490.000µs 📉 -24.9%) vs baseline: -0.4%

Memory: ✅ 42.920MB (SLO: <43.500MB 🟡 -1.3%) vs baseline: +5.0%

✅ re_subn_noaspect

Time: ✅ 403.315µs (SLO: <530.000µs 📉 -23.9%) vs baseline: -0.6%

Memory: ✅ 42.959MB (SLO: <43.500MB 🟡 -1.2%) vs baseline: +5.0%

🟡 ratelimiter - 12/12

✅ defaults

Time: ✅ 2.362µs (SLO: <10.000µs 📉 -76.4%) vs baseline: -0.9%

Memory: ✅ 35.488MB (SLO: <36.000MB 🟡 -1.4%) vs baseline: +4.9%

✅ high_rate_limit

Time: ✅ 2.429µs (SLO: <10.000µs 📉 -75.7%) vs baseline: +0.2%

Memory: ✅ 35.507MB (SLO: <36.000MB 🟡 -1.4%) vs baseline: +5.0%

✅ long_window

Time: ✅ 2.374µs (SLO: <10.000µs 📉 -76.3%) vs baseline: +0.4%

Memory: ✅ 35.448MB (SLO: <36.000MB 🟡 -1.5%) vs baseline: +4.7%

✅ low_rate_limit

Time: ✅ 2.366µs (SLO: <10.000µs 📉 -76.3%) vs baseline: ~same

Memory: ✅ 35.448MB (SLO: <36.000MB 🟡 -1.5%) vs baseline: +4.7%

✅ no_rate_limit

Time: ✅ 0.833µs (SLO: <10.000µs 📉 -91.7%) vs baseline: +0.6%

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

✅ short_window

Time: ✅ 2.516µs (SLO: <10.000µs 📉 -74.8%) vs baseline: +0.7%

Memory: ✅ 35.468MB (SLO: <36.000MB 🟡 -1.5%) vs baseline: +4.9%

🟡 recursivecomputation - 8/8

✅ deep

Time: ✅ 309.759ms (SLO: <320.950ms -3.5%) vs baseline: ~same

Memory: ✅ 36.412MB (SLO: <36.500MB 🟡 -0.2%) vs baseline: +5.0%

✅ deep-profiled

Time: ✅ 325.811ms (SLO: <359.150ms -9.3%) vs baseline: -0.1%

Memory: ✅ 40.383MB (SLO: <40.500MB 🟡 -0.3%) vs baseline: +5.0%

✅ medium

Time: ✅ 7.069ms (SLO: <7.400ms -4.5%) vs baseline: -0.2%

Memory: ✅ 35.468MB (SLO: <36.000MB 🟡 -1.5%) vs baseline: +4.7%

✅ shallow

Time: ✅ 0.968ms (SLO: <1.050ms -7.8%) vs baseline: +1.3%

Memory: ✅ 35.468MB (SLO: <36.000MB 🟡 -1.5%) vs baseline: +4.6%

🟡 sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.550µs (SLO: <20.000µs 📉 -47.3%) vs baseline: +1.1%

Memory: ✅ 35.979MB (SLO: <36.500MB 🟡 -1.4%) vs baseline: +4.9%

✅ all-enabled

Time: ✅ 41.006µs (SLO: <50.000µs 📉 -18.0%) vs baseline: +2.5%

Memory: ✅ 36.058MB (SLO: <36.500MB 🟡 -1.2%) vs baseline: +5.0%

✅ collectipvariant_exists

Time: ✅ 41.078µs (SLO: <50.000µs 📉 -17.8%) vs baseline: +0.5%

Memory: ✅ 35.999MB (SLO: <36.500MB 🟡 -1.4%) vs baseline: +4.7%

✅ no-collectipvariant

Time: ✅ 40.004µs (SLO: <50.000µs 📉 -20.0%) vs baseline: -0.2%

Memory: ✅ 36.019MB (SLO: <36.500MB 🟡 -1.3%) vs baseline: +4.8%

✅ no-useragentvariant

Time: ✅ 38.907µs (SLO: <50.000µs 📉 -22.2%) vs baseline: +0.6%

Memory: ✅ 35.999MB (SLO: <36.500MB 🟡 -1.4%) vs baseline: +4.5%

✅ obfuscation-no-query

Time: ✅ 40.725µs (SLO: <50.000µs 📉 -18.5%) vs baseline: ~same

Memory: ✅ 36.097MB (SLO: <36.500MB 🟡 -1.1%) vs baseline: +5.2%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 75.852µs (SLO: <90.000µs 📉 -15.7%) vs baseline: +0.2%

Memory: ✅ 36.176MB (SLO: <36.500MB 🟡 -0.9%) vs baseline: +5.0%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.522µs (SLO: <90.000µs 📉 -15.0%) vs baseline: +0.1%

Memory: ✅ 36.196MB (SLO: <36.500MB 🟡 -0.8%) vs baseline: +4.7%

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.240µs (SLO: <170.000µs -9.3%) vs baseline: +0.1%

Memory: ✅ 36.078MB (SLO: <36.500MB 🟡 -1.2%) vs baseline: +5.0%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 148.522µs (SLO: <160.000µs -7.2%) vs baseline: -0.1%

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

✅ obfuscation-worst-case-implicit-query

Time: ✅ 155.048µs (SLO: <170.000µs -8.8%) vs baseline: ~same

Memory: ✅ 36.156MB (SLO: <36.500MB 🟡 -0.9%) vs baseline: +5.1%

✅ useragentvariant_exists_1

Time: ✅ 39.722µs (SLO: <50.000µs 📉 -20.6%) vs baseline: +0.2%

Memory: ✅ 36.019MB (SLO: <36.500MB 🟡 -1.3%) vs baseline: +4.7%

✅ useragentvariant_exists_2

Time: ✅ 40.792µs (SLO: <50.000µs 📉 -18.4%) vs baseline: +0.3%

Memory: ✅ 35.999MB (SLO: <36.500MB 🟡 -1.4%) vs baseline: +4.9%

✅ useragentvariant_exists_3

Time: ✅ 40.189µs (SLO: <50.000µs 📉 -19.6%) vs baseline: +0.4%

Memory: ✅ 36.058MB (SLO: <36.500MB 🟡 -1.2%) vs baseline: +4.8%

✅ useragentvariant_not_exists_1

Time: ✅ 39.762µs (SLO: <50.000µs 📉 -20.5%) vs baseline: +0.4%

Memory: ✅ 36.019MB (SLO: <36.500MB 🟡 -1.3%) vs baseline: +4.9%

✅ useragentvariant_not_exists_2

Time: ✅ 39.663µs (SLO: <50.000µs 📉 -20.7%) vs baseline: ~same

Memory: ✅ 35.960MB (SLO: <36.000MB 🟡 -0.1%) vs baseline: +4.6%

🟡 span - 26/26

✅ add-event

Time: ✅ 19.843ms (SLO: <22.500ms 📉 -11.8%) vs baseline: +0.4%

Memory: ✅ 37.330MB (SLO: <53.000MB 📉 -29.6%) vs baseline: +4.9%

✅ add-metrics

Time: ✅ 88.938ms (SLO: <93.500ms -4.9%) vs baseline: -0.8%

Memory: ✅ 41.545MB (SLO: <53.000MB 📉 -21.6%) vs baseline: +5.2%

✅ add-tags

Time: ✅ 142.258ms (SLO: <155.000ms -8.2%) vs baseline: -0.9%

Memory: ✅ 41.474MB (SLO: <53.000MB 📉 -21.7%) vs baseline: +4.5%

✅ get-context

Time: ✅ 17.844ms (SLO: <20.500ms 📉 -13.0%) vs baseline: ~same

Memory: ✅ 37.204MB (SLO: <53.000MB 📉 -29.8%) vs baseline: +4.8%

✅ is-recording

Time: ✅ 18.196ms (SLO: <20.500ms 📉 -11.2%) vs baseline: +0.2%

Memory: ✅ 37.201MB (SLO: <53.000MB 📉 -29.8%) vs baseline: +4.8%

✅ record-exception

Time: ✅ 39.352ms (SLO: <41.000ms -4.0%) vs baseline: +0.4%

Memory: ✅ 37.789MB (SLO: <53.000MB 📉 -28.7%) vs baseline: +5.0%

✅ set-status

Time: ✅ 19.687ms (SLO: <22.000ms 📉 -10.5%) vs baseline: +0.4%

Memory: ✅ 37.245MB (SLO: <53.000MB 📉 -29.7%) vs baseline: +5.0%

✅ start

Time: ✅ 18.566ms (SLO: <20.500ms -9.4%) vs baseline: +4.0%

Memory: ✅ 37.306MB (SLO: <53.000MB 📉 -29.6%) vs baseline: +5.3%

✅ start-finish

Time: ✅ 53.116ms (SLO: <54.000ms 🟡 -1.6%) vs baseline: ~same

Memory: ✅ 35.429MB (SLO: <36.000MB 🟡 -1.6%) vs baseline: +5.9%

✅ start-finish-telemetry

Time: ✅ 54.365ms (SLO: <56.000ms -2.9%) vs baseline: -0.5%

Memory: ✅ 35.154MB (SLO: <36.000MB -2.4%) vs baseline: +4.9%

✅ start-finish-traceid128

Time: ✅ 56.567ms (SLO: <57.000ms 🟡 -0.8%) vs baseline: +0.3%

Memory: ✅ 35.154MB (SLO: <36.000MB -2.4%) vs baseline: +4.7%

✅ start-traceid128

Time: ✅ 18.308ms (SLO: <22.500ms 📉 -18.6%) vs baseline: +0.3%

Memory: ✅ 37.156MB (SLO: <53.000MB 📉 -29.9%) vs baseline: +4.7%

✅ update-name

Time: ✅ 18.245ms (SLO: <22.000ms 📉 -17.1%) vs baseline: -0.2%

Memory: ✅ 37.314MB (SLO: <53.000MB 📉 -29.6%) vs baseline: +5.0%

🟡 tracer - 6/6

✅ large

Time: ✅ 30.175ms (SLO: <32.950ms -8.4%) vs baseline: -0.4%

Memory: ✅ 36.274MB (SLO: <36.500MB 🟡 -0.6%) vs baseline: +4.9%

✅ medium

Time: ✅ 2.997ms (SLO: <3.200ms -6.3%) vs baseline: +0.1%

Memory: ✅ 35.173MB (SLO: <36.000MB -2.3%) vs baseline: +5.3%

✅ small

Time: ✅ 347.109µs (SLO: <370.000µs -6.2%) vs baseline: +2.9%

Memory: ✅ 35.154MB (SLO: <36.000MB -2.4%) vs baseline: +4.9%

⚠️ Unstable Tests (2 suites)

⚠️

coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.249µs (SLO: <20.000µs 📉 -33.8%) vs baseline: ~same

Memory: ✅ 35.154MB (SLO: <36.000MB -2.4%) vs baseline: +4.7%

✅ context_with_data_no_listeners

Time: ✅ 3.260µs (SLO: <10.000µs 📉 -67.4%) vs baseline: -0.5%

Memory: ✅ 35.271MB (SLO: <36.000MB -2.0%) vs baseline: +5.1%

✅ get_item_exists

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

Memory: ✅ 35.212MB (SLO: <36.000MB -2.2%) vs baseline: +5.2%

✅ get_item_missing

Time: ✅ 0.636µs (SLO: <10.000µs 📉 -93.6%) vs baseline: -0.4%

Memory: ✅ 35.173MB (SLO: <36.000MB -2.3%) vs baseline: +5.0%

✅ set_item

Time: ✅ 23.979µs (SLO: <30.000µs 📉 -20.1%) vs baseline: -0.5%

Memory: ✅ 35.134MB (SLO: <36.000MB -2.4%) vs baseline: +4.7%

⚠️

packagesupdateimporteddependencies - 24/24 (1 unstable)

✅ import_many

Time: ✅ 154.821µs (SLO: <170.000µs -8.9%) vs baseline: -0.6%

Memory: ✅ 40.075MB (SLO: <43.500MB -7.9%) vs baseline: +4.7%

✅ import_many_cached

Time: ✅ 121.703µs (SLO: <130.000µs -6.4%) vs baseline: +1.0%

Memory: ✅ 39.909MB (SLO: <43.500MB -8.3%) vs baseline: +4.6%

✅ import_many_stdlib

Time: ✅ 0.755ms (SLO: <1.750ms 📉 -56.8%) vs baseline: ~same

Memory: ✅ 40.205MB (SLO: <43.500MB -7.6%) vs baseline: +5.3%

⚠️ import_many_stdlib_cached

Time: ⚠️ 0.172ms (SLO: <1.100ms 📉 -84.3%) vs baseline: +0.4%

Memory: ✅ 40.096MB (SLO: <43.500MB -7.8%) vs baseline: +4.7%

✅ import_many_unknown

Time: ✅ 837.131µs (SLO: <890.000µs -5.9%) vs baseline: +0.5%

Memory: ✅ 40.133MB (SLO: <43.500MB -7.7%) vs baseline: +4.8%

✅ import_many_unknown_cached

Time: ✅ 790.368µs (SLO: <870.000µs -9.2%) vs baseline: ~same

Memory: ✅ 40.159MB (SLO: <43.500MB -7.7%) vs baseline: +4.7%

✅ import_one

Time: ✅ 19.819µs (SLO: <30.000µs 📉 -33.9%) vs baseline: ~same

Memory: ✅ 40.101MB (SLO: <43.500MB -7.8%) vs baseline: +4.9%

✅ import_one_cache

Time: ✅ 6.303µs (SLO: <10.000µs 📉 -37.0%) vs baseline: -0.3%

Memory: ✅ 40.187MB (SLO: <43.500MB -7.6%) vs baseline: +4.8%

✅ import_one_stdlib

Time: ✅ 18.822µs (SLO: <20.000µs -5.9%) vs baseline: ~same

Memory: ✅ 40.183MB (SLO: <43.500MB -7.6%) vs baseline: +4.8%

✅ import_one_stdlib_cache

Time: ✅ 6.323µs (SLO: <10.000µs 📉 -36.8%) vs baseline: +0.5%

Memory: ✅ 40.139MB (SLO: <43.500MB -7.7%) vs baseline: +4.9%

✅ import_one_unknown

Time: ✅ 45.506µs (SLO: <50.000µs -9.0%) vs baseline: -0.4%

Memory: ✅ 40.125MB (SLO: <43.500MB -7.8%) vs baseline: +4.8%

✅ import_one_unknown_cache

Time: ✅ 6.302µs (SLO: <10.000µs 📉 -37.0%) vs baseline: -0.8%

Memory: ✅ 40.089MB (SLO: <43.000MB -6.8%) vs baseline: +4.6%

✅ All Tests Passing (6 suites)

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 144.242µs (SLO: <250.000µs 📉 -42.3%) vs baseline: -1.1%

Memory: ✅ 42.900MB (SLO: <44.000MB -2.5%) vs baseline: +4.9%

✅ rsplit_noaspect

Time: ✅ 148.667µs (SLO: <250.000µs 📉 -40.5%) vs baseline: -3.0%

Memory: ✅ 42.880MB (SLO: <44.000MB -2.5%) vs baseline: +4.6%

✅ split_aspect

Time: ✅ 144.550µs (SLO: <250.000µs 📉 -42.2%) vs baseline: -0.3%

Memory: ✅ 42.939MB (SLO: <44.000MB -2.4%) vs baseline: +4.9%

✅ split_noaspect

Time: ✅ 151.821µs (SLO: <250.000µs 📉 -39.3%) vs baseline: -0.9%

Memory: ✅ 42.880MB (SLO: <44.000MB -2.5%) vs baseline: +4.8%

✅ splitlines_aspect

Time: ✅ 143.412µs (SLO: <250.000µs 📉 -42.6%) vs baseline: -2.2%

Memory: ✅ 42.880MB (SLO: <44.000MB -2.5%) vs baseline: +4.7%

✅ splitlines_noaspect

Time: ✅ 149.041µs (SLO: <250.000µs 📉 -40.4%) vs baseline: +0.2%

Memory: ✅ 42.939MB (SLO: <44.000MB -2.4%) vs baseline: +5.0%

✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 48.845µs (SLO: <60.000µs 📉 -18.6%) vs baseline: +0.2%

Memory: ✅ 38.948MB (SLO: <42.000MB -7.3%) vs baseline: +4.6%

✅ propagation_enabled

Time: ✅ 136.573µs (SLO: <190.000µs 📉 -28.1%) vs baseline: ~same

Memory: ✅ 38.987MB (SLO: <42.000MB -7.2%) vs baseline: +4.9%

✅ propagation_enabled_100

Time: ✅ 1.589ms (SLO: <2.300ms 📉 -30.9%) vs baseline: -1.9%

Memory: ✅ 38.987MB (SLO: <42.000MB -7.2%) vs baseline: +4.9%

✅ propagation_enabled_1000

Time: ✅ 29.553ms (SLO: <34.550ms 📉 -14.5%) vs baseline: +0.4%

Memory: ✅ 39.027MB (SLO: <42.000MB -7.1%) vs baseline: +4.9%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.163ms (SLO: <42.000ms -4.4%) vs baseline: -0.4%

Memory: ✅ 38.024MB (SLO: <39.000MB -2.5%) vs baseline: +5.0%

✅ add-link

Time: ✅ 36.338ms (SLO: <38.550ms -5.7%) vs baseline: -0.3%

Memory: ✅ 37.985MB (SLO: <39.000MB -2.6%) vs baseline: +4.5%

✅ add-metrics

Time: ✅ 217.338ms (SLO: <232.000ms -6.3%) vs baseline: ~same

Memory: ✅ 38.063MB (SLO: <39.000MB -2.4%) vs baseline: +5.0%

✅ add-tags

Time: ✅ 211.380ms (SLO: <221.600ms -4.6%) vs baseline: -0.8%

Memory: ✅ 38.024MB (SLO: <39.000MB -2.5%) vs baseline: +5.0%

✅ get-context

Time: ✅ 29.083ms (SLO: <31.300ms -7.1%) vs baseline: -0.1%

Memory: ✅ 37.985MB (SLO: <39.000MB -2.6%) vs baseline: +5.0%

✅ is-recording

Time: ✅ 29.267ms (SLO: <31.000ms -5.6%) vs baseline: +0.4%

Memory: ✅ 38.004MB (SLO: <39.000MB -2.6%) vs baseline: +4.9%

✅ record-exception

Time: ✅ 63.265ms (SLO: <65.850ms -3.9%) vs baseline: +0.5%

Memory: ✅ 37.985MB (SLO: <39.000MB -2.6%) vs baseline: +4.8%

✅ set-status

Time: ✅ 31.872ms (SLO: <34.150ms -6.7%) vs baseline: ~same

Memory: ✅ 37.867MB (SLO: <39.000MB -2.9%) vs baseline: +4.6%

✅ start

Time: ✅ 29.341ms (SLO: <30.150ms -2.7%) vs baseline: +2.6%

Memory: ✅ 37.945MB (SLO: <39.000MB -2.7%) vs baseline: +4.9%

✅ start-finish

Time: ✅ 33.972ms (SLO: <35.350ms -3.9%) vs baseline: +0.3%

Memory: ✅ 37.965MB (SLO: <39.000MB -2.7%) vs baseline: +4.6%

✅ start-finish-telemetry

Time: ✅ 33.907ms (SLO: <35.450ms -4.4%) vs baseline: ~same

Memory: ✅ 38.044MB (SLO: <39.000MB -2.5%) vs baseline: +4.9%

✅ update-name

Time: ✅ 30.931ms (SLO: <33.400ms -7.4%) vs baseline: -0.4%

Memory: ✅ 37.965MB (SLO: <39.000MB -2.7%) vs baseline: +4.7%

✅ otelspan - 22/22

✅ add-event

Time: ✅ 42.891ms (SLO: <47.150ms -9.0%) vs baseline: +0.4%

Memory: ✅ 39.964MB (SLO: <47.000MB 📉 -15.0%) vs baseline: +4.7%

✅ add-metrics

Time: ✅ 260.859ms (SLO: <344.800ms 📉 -24.3%) vs baseline: -0.3%

Memory: ✅ 44.083MB (SLO: <47.500MB -7.2%) vs baseline: +4.6%

✅ add-tags

Time: ✅ 319.273ms (SLO: <330.000ms -3.3%) vs baseline: ~same

Memory: ✅ 44.026MB (SLO: <47.500MB -7.3%) vs baseline: +4.1%

✅ get-context

Time: ✅ 82.587ms (SLO: <92.350ms 📉 -10.6%) vs baseline: -0.1%

Memory: ✅ 40.016MB (SLO: <46.500MB 📉 -13.9%) vs baseline: +4.6%

✅ is-recording

Time: ✅ 39.333ms (SLO: <44.500ms 📉 -11.6%) vs baseline: ~same

Memory: ✅ 39.894MB (SLO: <47.500MB 📉 -16.0%) vs baseline: +5.2%

✅ record-exception

Time: ✅ 61.682ms (SLO: <67.650ms -8.8%) vs baseline: ~same

Memory: ✅ 40.479MB (SLO: <47.000MB 📉 -13.9%) vs baseline: +5.2%

✅ set-status

Time: ✅ 45.771ms (SLO: <50.400ms -9.2%) vs baseline: ~same

Memory: ✅ 39.893MB (SLO: <47.000MB 📉 -15.1%) vs baseline: +4.9%

✅ start

Time: ✅ 39.825ms (SLO: <43.450ms -8.3%) vs baseline: +2.9%

Memory: ✅ 39.852MB (SLO: <47.000MB 📉 -15.2%) vs baseline: +4.8%

✅ start-finish

Time: ✅ 85.360ms (SLO: <88.000ms -3.0%) vs baseline: -0.2%

Memory: ✅ 37.650MB (SLO: <46.500MB 📉 -19.0%) vs baseline: +4.7%

✅ start-finish-telemetry

Time: ✅ 87.168ms (SLO: <89.000ms -2.1%) vs baseline: ~same

Memory: ✅ 37.709MB (SLO: <46.500MB 📉 -18.9%) vs baseline: +5.2%

✅ update-name

Time: ✅ 40.058ms (SLO: <45.150ms 📉 -11.3%) vs baseline: -0.5%

Memory: ✅ 39.859MB (SLO: <47.000MB 📉 -15.2%) vs baseline: +4.8%

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 344.153ms (SLO: <354.300ms -2.9%) vs baseline: +0.5%

Memory: ✅ 41.788MB (SLO: <43.500MB -3.9%) vs baseline: +5.2%

✅ cache_on

Time: ✅ 0.387µs (SLO: <10.000µs 📉 -96.1%) vs baseline: +0.9%

Memory: ✅ 39.879MB (SLO: <43.500MB -8.3%) vs baseline: +4.6%

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 138.026µs (SLO: <290.000µs 📉 -52.4%) vs baseline: +0.4%

Memory: ✅ 35.134MB (SLO: <36.000MB -2.4%) vs baseline: +5.0%

✅ high_match

Time: ✅ 173.449µs (SLO: <480.000µs 📉 -63.9%) vs baseline: -0.3%

Memory: ✅ 35.173MB (SLO: <36.000MB -2.3%) vs baseline: +4.9%

✅ low_match

Time: ✅ 98.487µs (SLO: <120.000µs 📉 -17.9%) vs baseline: -0.6%

Memory: ✅ 603.942MB (SLO: <700.000MB 📉 -13.7%) vs baseline: +4.9%

✅ very_low_match

Time: ✅ 2.657ms (SLO: <8.500ms 📉 -68.7%) vs baseline: +0.2%

Memory: ✅ 71.421MB (SLO: <75.000MB -4.8%) vs baseline: +4.8%

ℹ️ Scenarios Missing SLO Configuration (26 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
startup-baseline
startup-baseline_django
startup-baseline_flask
startup-ddtrace_run
startup-ddtrace_run_appsec
startup-ddtrace_run_profiling
startup-ddtrace_run_runtime_metrics
startup-ddtrace_run_send_span
startup-ddtrace_run_telemetry_disabled
startup-ddtrace_run_telemetry_enabled
startup-import_ddtrace
startup-import_ddtrace_auto
startup-import_ddtrace_auto_django
startup-import_ddtrace_auto_flask
startup-import_ddtrace_django
startup-import_ddtrace_flask

wconti27 and others added 22 commits January 20, 2026 16:19

git ignore

274ba9a

claude agent sdk instrumentation

8c26874

chore: bump libdatadog version to v26.0.0 and PyO3 to 0.27

b71666c

chore(profiling): adapt Uploader to new libdatadog

21c08fb

test(profiling): use race-less random device

ea39781

ci(profiling): don't allow native jobs to fail

1202e65

Merge branch 'brettlangdon/bump.libdd' into conti/claude-agents-sdk

ad18d80

correct methods to trace

8694ea1

fix

94a141e

Merge branch 'main' into conti/claude-agents-sdk

1ea9b7d

fixes

d822dd7

fix prechecks

e2a54f9

prechecks

29b77b9

fix prechecks

4602ad7

small fix

b71cea8

fix failures

a952c46

up test parallelism

46c2121

fix spelling

bc5fe27

Merge branch 'main' into conti/claude-agents-sdk

8cab1ca

cleanup

8b725a0

fix span type

2094c76

use shared streaming classes; fix missing I/O; update llmobs tests

d747664

ncybul changed the base branch from main to conti/claude-agents-sdk February 2, 2026 21:33

clean up test file

1d63dd0

ncybul added 4 commits February 3, 2026 17:16

attach before and after context snapshot to span metadata

72846dc

update fixtures and llmobs tests

f3df7f7

clean up test files and mocks

b42b667

clean up APM and patch tests

992f494

simplify llmobs tagging

97ab91e

ncybul changed the base branch from conti/claude-agents-sdk to main February 4, 2026 19:20

ncybul added 6 commits February 4, 2026 14:59

clean up redundant context query logic

80eb569

minor nits

5a387fd

switch to snapshot tests

2138de0

tag model on APM span

6eba654

record used and total tokens in metadata

659ce61

update release note

95ecd71

ncybul changed the title ~~Nicole cybul/conti/claude agents sdk2~~ feat(claude_agent_sdk): [] instrument claude agent sdk Feb 5, 2026

ncybul changed the title ~~feat(claude_agent_sdk): [] instrument claude agent sdk~~ feat(claude_agent_sdk): instrument claude agent sdk Feb 5, 2026

ncybul added 2 commits February 5, 2026 12:33

update version coverage

5f3ba74

handle errors parsing context query

a508628

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Performance SLOs

✅ add_aspect

✅ add_inplace_aspect

✅ add_inplace_noaspect

✅ add_noaspect

✅ bytearray_aspect

✅ bytearray_extend_aspect

✅ bytearray_extend_noaspect

✅ bytearray_noaspect

✅ bytes_aspect

✅ bytes_noaspect

✅ bytesio_aspect

✅ bytesio_noaspect

✅ capitalize_aspect

✅ capitalize_noaspect

✅ casefold_aspect

✅ casefold_noaspect

✅ decode_aspect

✅ decode_noaspect

✅ encode_aspect

✅ encode_noaspect

✅ format_aspect

✅ format_map_aspect

✅ format_map_noaspect

✅ format_noaspect

✅ index_aspect

✅ index_noaspect

✅ join_aspect

✅ join_noaspect

✅ ljust_aspect

✅ ljust_noaspect

✅ lower_aspect

✅ lower_noaspect

✅ lstrip_aspect

✅ lstrip_noaspect

✅ modulo_aspect

✅ modulo_aspect_for_bytearray_bytearray

✅ modulo_aspect_for_bytes

✅ modulo_aspect_for_bytes_bytearray

✅ modulo_noaspect

✅ replace_aspect

✅ replace_noaspect

✅ repr_aspect

✅ repr_noaspect

✅ rstrip_aspect

✅ rstrip_noaspect

✅ slice_aspect

✅ slice_noaspect

✅ stringio_aspect

✅ stringio_noaspect

✅ strip_aspect

✅ strip_noaspect

✅ swapcase_aspect

✅ swapcase_noaspect

✅ title_aspect

✅ title_noaspect

✅ translate_aspect

✅ translate_noaspect

✅ upper_aspect

✅ upper_noaspect

✅ ospathbasename_aspect

✅ ospathbasename_noaspect

✅ ospathjoin_aspect

✅ ospathjoin_noaspect

✅ ospathnormcase_aspect

✅ ospathnormcase_noaspect

✅ ospathsplit_aspect

✅ ospathsplit_noaspect

ncybul commented Feb 2, 2026 •

edited

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cit-pr-commenter-54b7da bot commented Feb 2, 2026 •

edited

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pr-commenter bot commented Feb 2, 2026 •

edited

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