feat: add RC support for enabling LLMO by mabdinur · Pull Request #17232 · DataDog/dd-trace-py

mabdinur · 2026-03-31T18:30:33Z

Description

Staging POC (M0) for LLMObs 1-click enablement via Remote Configuration.

New: ddtrace/llmobs/product.py — LLMObs RC product that hooks into the existing APM_TRACING RC flow:

apm_tracing_rc receives llmobs.enabled / llmobs.ml_app_name from RC and calls LLMObs.enable() / LLMObs.disable() at runtime without a restart
_track_enabled_llm_integrations tags the RC client_tracer with active LLM integrations so the backend can identify LLM-capable services for 1-click enablement

ddtrace/llmobs/_llmobs.py — splits SUPPORTED_LLMOBS_INTEGRATIONS (LLM frameworks) from _INTEGRATIONS_W_PROPAGATION_SUPPORT (HTTP adapters)

ddtrace/internal/settings/_config.py — registers _llmobs_enabled and _llmobs_ml_app in _default_config() so RC can override them via the standard config precedence chain

Testing

No tests yet — M0 is validated manually on staging.

Risks

Capability bit 1<<48 is a placeholder; must be confirmed with dd-go before GA
LLMObs.enable() is called from the RC poll thread (pre-existing thread-safety limitation)

Additional Notes

Requires backend changes in dd-go: extend LibConfig with llmobs.enabled / llmobs.ml_app_name and confirm capability bit.

cit-pr-commenter-54b7da · 2026-03-31T18:31:27Z

Codeowners resolved as

ddtrace/internal/remoteconfig/products/apm_tracing.py                   @DataDog/remote-config @DataDog/apm-core-python
ddtrace/llmobs/_product.py                                              @DataDog/ml-observability

datadog-datadog-prod-us1-2 · 2026-03-31T19:02:12Z

⚠️ Tests

✨ Fix all issues with BitsAI or with Cursor

⚠️ Warnings

🧪 5 Tests failed

tests.parametric.test_dynamic_configuration.TestDynamicConfigSamplingRules.test_capability_tracing_sample_rules[library_env0, parametric-python]

from system_tests_suite

(Fix with Cursor)

AssertionError: RC capabilities contains unknown bits: 0b1000000000000000000000000000000000000000000000000

self = <tests.parametric.test_dynamic_configuration.TestDynamicConfigSamplingRules object at 0x7f030499c6b0>
test_agent = <utils.docker_fixtures._test_agent.TestAgentAPI object at 0x7f02f3b13830>
test_library = <utils.docker_fixtures._test_clients._test_client_parametric.ParametricTestClientApi object at 0x7f02f3b11d30>

    @parametrize("library_env", [{**DEFAULT_ENVVARS}])
    def test_capability_tracing_sample_rules(self, test_agent: TestAgentAPI, test_library: APMLibrary) -> None:
        """Ensure the RC request contains the trace sampling rules capability."""
        assert test_library.is_alive(), "library container is not alive"
...

❄️ Known flaky:

tests.parametric.test_dynamic_configuration.TestDynamicConfigV2.test_capability_tracing_custom_tags[library_env0, parametric-python]

from system_tests_suite

(Fix with Cursor)

AssertionError: RC capabilities contains unknown bits: 0b1000000000000000000000000000000000000000000000000

self = <tests.parametric.test_dynamic_configuration.TestDynamicConfigV2 object at 0x7f03049a1d60>
test_agent = <utils.docker_fixtures._test_agent.TestAgentAPI object at 0x7f02f3b10500>
test_library = <utils.docker_fixtures._test_clients._test_client_parametric.ParametricTestClientApi object at 0x7f02f3e88e60>

    @parametrize("library_env", [{**DEFAULT_ENVVARS}])
    def test_capability_tracing_custom_tags(self, test_agent: TestAgentAPI, test_library: APMLibrary) -> None:
        """Ensure the RC request contains the custom tags capability."""
        assert test_library.is_alive(), "library container is not alive"
...

tests.parametric.test_dynamic_configuration.TestDynamicConfigV2.test_capability_tracing_http_header_tags[library_env0, parametric-python]

from system_tests_suite

(Fix with Cursor)

AssertionError: RC capabilities contains unknown bits: 0b1000000000000000000000000000000000000000000000000

self = <tests.parametric.test_dynamic_configuration.TestDynamicConfigV2 object at 0x7f030499e450>
test_agent = <utils.docker_fixtures._test_agent.TestAgentAPI object at 0x7f02f3e8a780>
test_library = <utils.docker_fixtures._test_clients._test_client_parametric.ParametricTestClientApi object at 0x7f02f3ac3230>

    @parametrize("library_env", [{**DEFAULT_ENVVARS}])
    def test_capability_tracing_http_header_tags(self, test_agent: TestAgentAPI, test_library: APMLibrary) -> None:
        """Ensure the RC request contains the http header tags capability."""
        assert test_library.is_alive(), "library container is not alive"
...

View all

ℹ️ Info

No other issues found (see more)

❄️ No new flaky tests detected

_{This comment will be updated automatically if new data arrives.

🔗 Commit SHA: 1b29979 | Docs | Datadog PR Page | Was this helpful? React with 👍/👎 or give us feedback!}

pr-commenter · 2026-04-03T13:20:53Z

Performance SLOs

Comparing candidate munir/llm-rc-support (1b29979) with baseline main (62e5bae)

📈 Performance Regressions (2 suites)

📈 iastaspects - 118/118

✅ add_aspect

Time: ✅ 103.315µs (SLO: <130.000µs 📉 -20.5%) vs baseline: +2.1%

Memory: ✅ 44.072MB (SLO: <46.000MB -4.2%) vs baseline: +5.2%

✅ add_inplace_aspect

Time: ✅ 100.360µs (SLO: <130.000µs 📉 -22.8%) vs baseline: -0.4%

Memory: ✅ 43.932MB (SLO: <46.000MB -4.5%) vs baseline: +4.8%

✅ add_inplace_noaspect

Time: ✅ 28.337µs (SLO: <40.000µs 📉 -29.2%) vs baseline: +0.6%

Memory: ✅ 43.967MB (SLO: <46.000MB -4.4%) vs baseline: +5.0%

✅ add_noaspect

Time: ✅ 49.075µs (SLO: <70.000µs 📉 -29.9%) vs baseline: ~same

Memory: ✅ 43.949MB (SLO: <46.000MB -4.5%) vs baseline: +5.1%

✅ bytearray_aspect

Time: ✅ 250.926µs (SLO: <400.000µs 📉 -37.3%) vs baseline: +0.9%

Memory: ✅ 44.048MB (SLO: <46.000MB -4.2%) vs baseline: +5.1%

✅ bytearray_extend_aspect

Time: ✅ 649.664µs (SLO: <800.000µs 📉 -18.8%) vs baseline: -0.2%

Memory: ✅ 44.032MB (SLO: <46.000MB -4.3%) vs baseline: +4.9%

✅ bytearray_extend_noaspect

Time: ✅ 263.611µs (SLO: <400.000µs 📉 -34.1%) vs baseline: -0.3%

Memory: ✅ 43.854MB (SLO: <46.000MB -4.7%) vs baseline: +4.7%

✅ bytearray_noaspect

Time: ✅ 138.739µs (SLO: <300.000µs 📉 -53.8%) vs baseline: +1.4%

Memory: ✅ 43.948MB (SLO: <46.000MB -4.5%) vs baseline: +4.9%

✅ bytes_aspect

Time: ✅ 218.688µs (SLO: <300.000µs 📉 -27.1%) vs baseline: +0.4%

Memory: ✅ 44.243MB (SLO: <46.000MB -3.8%) vs baseline: +5.6%

✅ bytes_noaspect

Time: ✅ 131.436µs (SLO: <200.000µs 📉 -34.3%) vs baseline: -0.2%

Memory: ✅ 43.912MB (SLO: <46.000MB -4.5%) vs baseline: +5.0%

✅ bytesio_aspect

Time: ✅ 3.769ms (SLO: <5.000ms 📉 -24.6%) vs baseline: -0.3%

Memory: ✅ 43.990MB (SLO: <46.000MB -4.4%) vs baseline: +5.2%

✅ bytesio_noaspect

Time: ✅ 315.031µs (SLO: <420.000µs 📉 -25.0%) vs baseline: ~same

Memory: ✅ 43.931MB (SLO: <46.000MB -4.5%) vs baseline: +4.7%

✅ capitalize_aspect

Time: ✅ 88.008µs (SLO: <300.000µs 📉 -70.7%) vs baseline: -0.5%

Memory: ✅ 43.861MB (SLO: <46.000MB -4.7%) vs baseline: +4.7%

✅ capitalize_noaspect

Time: ✅ 248.675µs (SLO: <300.000µs 📉 -17.1%) vs baseline: +1.0%

Memory: ✅ 43.949MB (SLO: <46.000MB -4.5%) vs baseline: +5.0%

✅ casefold_aspect

Time: ✅ 88.457µs (SLO: <500.000µs 📉 -82.3%) vs baseline: +0.6%

Memory: ✅ 44.032MB (SLO: <46.000MB -4.3%) vs baseline: +4.9%

✅ casefold_noaspect

Time: ✅ 299.994µs (SLO: <500.000µs 📉 -40.0%) vs baseline: -1.2%

Memory: ✅ 43.974MB (SLO: <46.000MB -4.4%) vs baseline: +5.0%

✅ decode_aspect

Time: ✅ 86.774µs (SLO: <100.000µs 📉 -13.2%) vs baseline: +0.1%

Memory: ✅ 44.188MB (SLO: <46.000MB -3.9%) vs baseline: +5.4%

✅ decode_noaspect

Time: ✅ 151.987µs (SLO: <210.000µs 📉 -27.6%) vs baseline: -1.1%

Memory: ✅ 43.913MB (SLO: <46.000MB -4.5%) vs baseline: +5.0%

✅ encode_aspect

Time: ✅ 84.145µs (SLO: <200.000µs 📉 -57.9%) vs baseline: ~same

Memory: ✅ 44.072MB (SLO: <46.000MB -4.2%) vs baseline: +4.8%

✅ encode_noaspect

Time: ✅ 139.627µs (SLO: <200.000µs 📉 -30.2%) vs baseline: -0.7%

Memory: ✅ 43.759MB (SLO: <46.000MB -4.9%) vs baseline: +4.6%

✅ format_aspect

Time: ✅ 14.675ms (SLO: <19.200ms 📉 -23.6%) vs baseline: +0.2%

Memory: ✅ 44.285MB (SLO: <46.000MB -3.7%) vs baseline: +5.3%

✅ format_map_aspect

Time: ✅ 16.387ms (SLO: <21.500ms 📉 -23.8%) vs baseline: +0.2%

Memory: ✅ 44.040MB (SLO: <46.000MB -4.3%) vs baseline: +4.7%

✅ format_map_noaspect

Time: ✅ 373.403µs (SLO: <500.000µs 📉 -25.3%) vs baseline: +0.3%

Memory: ✅ 43.928MB (SLO: <46.000MB -4.5%) vs baseline: +4.7%

✅ format_noaspect

Time: ✅ 303.647µs (SLO: <500.000µs 📉 -39.3%) vs baseline: +0.3%

Memory: ✅ 43.936MB (SLO: <46.000MB -4.5%) vs baseline: +5.0%

✅ index_aspect

Time: ✅ 138.691µs (SLO: <300.000µs 📉 -53.8%) vs baseline: 📈 +12.3%

Memory: ✅ 44.083MB (SLO: <46.000MB -4.2%) vs baseline: +5.2%

✅ index_noaspect

Time: ✅ 40.485µs (SLO: <300.000µs 📉 -86.5%) vs baseline: +0.2%

Memory: ✅ 43.952MB (SLO: <46.000MB -4.5%) vs baseline: +4.9%

✅ join_aspect

Time: ✅ 210.421µs (SLO: <300.000µs 📉 -29.9%) vs baseline: ~same

Memory: ✅ 44.165MB (SLO: <46.000MB -4.0%) vs baseline: +5.5%

✅ join_noaspect

Time: ✅ 141.862µs (SLO: <300.000µs 📉 -52.7%) vs baseline: -1.0%

Memory: ✅ 43.878MB (SLO: <46.000MB -4.6%) vs baseline: +4.9%

✅ ljust_aspect

Time: ✅ 498.647µs (SLO: <700.000µs 📉 -28.8%) vs baseline: -0.4%

Memory: ✅ 44.047MB (SLO: <46.000MB -4.2%) vs baseline: +5.1%

✅ ljust_noaspect

Time: ✅ 267.928µs (SLO: <300.000µs 📉 -10.7%) vs baseline: +4.9%

Memory: ✅ 43.928MB (SLO: <46.000MB -4.5%) vs baseline: +5.0%

✅ lower_aspect

Time: ✅ 296.338µs (SLO: <500.000µs 📉 -40.7%) vs baseline: +0.1%

Memory: ✅ 44.002MB (SLO: <46.000MB -4.3%) vs baseline: +4.9%

✅ lower_noaspect

Time: ✅ 231.051µs (SLO: <300.000µs 📉 -23.0%) vs baseline: +0.2%

Memory: ✅ 43.952MB (SLO: <46.000MB -4.5%) vs baseline: +5.1%

✅ lstrip_aspect

Time: ✅ 0.278ms (SLO: <3.000ms 📉 -90.7%) vs baseline: +0.6%

Memory: ✅ 44.009MB (SLO: <46.000MB -4.3%) vs baseline: +5.3%

✅ lstrip_noaspect

Time: ✅ 0.176ms (SLO: <3.000ms 📉 -94.1%) vs baseline: +0.7%

Memory: ✅ 43.973MB (SLO: <46.000MB -4.4%) vs baseline: +4.9%

✅ modulo_aspect

Time: ✅ 14.289ms (SLO: <18.750ms 📉 -23.8%) vs baseline: ~same

Memory: ✅ 44.153MB (SLO: <46.000MB -4.0%) vs baseline: +4.9%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 14.786ms (SLO: <19.350ms 📉 -23.6%) vs baseline: -0.4%

Memory: ✅ 44.305MB (SLO: <46.000MB -3.7%) vs baseline: +5.2%

✅ modulo_aspect_for_bytes

Time: ✅ 14.420ms (SLO: <18.900ms 📉 -23.7%) vs baseline: +0.2%

Memory: ✅ 44.071MB (SLO: <46.000MB -4.2%) vs baseline: +4.9%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 14.636ms (SLO: <19.150ms 📉 -23.6%) vs baseline: +0.2%

Memory: ✅ 44.051MB (SLO: <46.000MB -4.2%) vs baseline: +5.0%

✅ modulo_noaspect

Time: ✅ 0.353ms (SLO: <3.000ms 📉 -88.2%) vs baseline: -1.2%

Memory: ✅ 43.914MB (SLO: <46.000MB -4.5%) vs baseline: +4.7%

✅ replace_aspect

Time: ✅ 18.420ms (SLO: <24.000ms 📉 -23.2%) vs baseline: ~same

Memory: ✅ 44.108MB (SLO: <46.000MB -4.1%) vs baseline: +5.0%

✅ replace_noaspect

Time: ✅ 280.726µs (SLO: <400.000µs 📉 -29.8%) vs baseline: ~same

Memory: ✅ 43.911MB (SLO: <46.000MB -4.5%) vs baseline: +4.7%

✅ repr_aspect

Time: ✅ 322.373µs (SLO: <420.000µs 📉 -23.2%) vs baseline: +1.0%

Memory: ✅ 44.064MB (SLO: <46.000MB -4.2%) vs baseline: +5.2%

✅ repr_noaspect

Time: ✅ 46.763µs (SLO: <90.000µs 📉 -48.0%) vs baseline: -0.4%

Memory: ✅ 43.912MB (SLO: <46.000MB -4.5%) vs baseline: +4.9%

✅ rstrip_aspect

Time: ✅ 387.675µs (SLO: <500.000µs 📉 -22.5%) vs baseline: -0.7%

Memory: ✅ 44.074MB (SLO: <46.000MB -4.2%) vs baseline: +5.3%

✅ rstrip_noaspect

Time: ✅ 180.446µs (SLO: <300.000µs 📉 -39.9%) vs baseline: -0.6%

Memory: ✅ 43.841MB (SLO: <46.000MB -4.7%) vs baseline: +4.4%

✅ slice_aspect

Time: ✅ 185.405µs (SLO: <300.000µs 📉 -38.2%) vs baseline: +0.2%

Memory: ✅ 44.073MB (SLO: <46.000MB -4.2%) vs baseline: +5.1%

✅ slice_noaspect

Time: ✅ 54.752µs (SLO: <90.000µs 📉 -39.2%) vs baseline: +0.4%

Memory: ✅ 44.012MB (SLO: <46.000MB -4.3%) vs baseline: +4.9%

✅ stringio_aspect

Time: ✅ 4.402ms (SLO: <5.000ms 📉 -12.0%) vs baseline: 📈 +16.4%

Memory: ✅ 43.972MB (SLO: <46.000MB -4.4%) vs baseline: +5.0%

✅ stringio_noaspect

Time: ✅ 344.273µs (SLO: <500.000µs 📉 -31.1%) vs baseline: -0.8%

Memory: ✅ 43.846MB (SLO: <46.000MB -4.7%) vs baseline: +4.6%

✅ strip_aspect

Time: ✅ 274.690µs (SLO: <350.000µs 📉 -21.5%) vs baseline: -0.2%

Memory: ✅ 44.130MB (SLO: <46.000MB -4.1%) vs baseline: +5.4%

✅ strip_noaspect

Time: ✅ 174.882µs (SLO: <240.000µs 📉 -27.1%) vs baseline: ~same

Memory: ✅ 43.893MB (SLO: <46.000MB -4.6%) vs baseline: +5.0%

✅ swapcase_aspect

Time: ✅ 332.969µs (SLO: <500.000µs 📉 -33.4%) vs baseline: +0.4%

Memory: ✅ 43.775MB (SLO: <46.000MB -4.8%) vs baseline: +4.4%

✅ swapcase_noaspect

Time: ✅ 266.550µs (SLO: <400.000µs 📉 -33.4%) vs baseline: -1.0%

Memory: ✅ 43.951MB (SLO: <46.000MB -4.5%) vs baseline: +4.8%

✅ title_aspect

Time: ✅ 318.401µs (SLO: <500.000µs 📉 -36.3%) vs baseline: -1.1%

Memory: ✅ 44.167MB (SLO: <46.000MB -4.0%) vs baseline: +5.4%

✅ title_noaspect

Time: ✅ 252.931µs (SLO: <400.000µs 📉 -36.8%) vs baseline: -0.6%

Memory: ✅ 43.776MB (SLO: <46.000MB -4.8%) vs baseline: +4.5%

✅ translate_aspect

Time: ✅ 493.754µs (SLO: <700.000µs 📉 -29.5%) vs baseline: +0.2%

Memory: ✅ 43.872MB (SLO: <46.000MB -4.6%) vs baseline: +4.8%

✅ translate_noaspect

Time: ✅ 419.834µs (SLO: <500.000µs 📉 -16.0%) vs baseline: -1.2%

Memory: ✅ 43.933MB (SLO: <46.000MB -4.5%) vs baseline: +4.9%

✅ upper_aspect

Time: ✅ 294.798µs (SLO: <500.000µs 📉 -41.0%) vs baseline: +0.4%

Memory: ✅ 43.947MB (SLO: <46.000MB -4.5%) vs baseline: +5.1%

✅ upper_noaspect

Time: ✅ 230.314µs (SLO: <400.000µs 📉 -42.4%) vs baseline: ~same

Memory: ✅ 43.839MB (SLO: <46.000MB -4.7%) vs baseline: +4.7%

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 506.819µs (SLO: <700.000µs 📉 -27.6%) vs baseline: 📈 +20.1%

Memory: ✅ 43.977MB (SLO: <46.000MB -4.4%) vs baseline: +4.9%

✅ ospathbasename_noaspect

Time: ✅ 430.666µs (SLO: <700.000µs 📉 -38.5%) vs baseline: ~same

Memory: ✅ 43.890MB (SLO: <46.000MB -4.6%) vs baseline: +5.1%

✅ ospathjoin_aspect

Time: ✅ 626.786µs (SLO: <700.000µs 📉 -10.5%) vs baseline: +0.5%

Memory: ✅ 43.809MB (SLO: <46.000MB -4.8%) vs baseline: +4.8%

✅ ospathjoin_noaspect

Time: ✅ 631.415µs (SLO: <700.000µs -9.8%) vs baseline: +0.2%

Memory: ✅ 43.969MB (SLO: <46.000MB -4.4%) vs baseline: +5.7%

✅ ospathnormcase_aspect

Time: ✅ 348.569µs (SLO: <700.000µs 📉 -50.2%) vs baseline: -0.6%

Memory: ✅ 43.974MB (SLO: <46.000MB -4.4%) vs baseline: +4.9%

✅ ospathnormcase_noaspect

Time: ✅ 358.312µs (SLO: <700.000µs 📉 -48.8%) vs baseline: -0.3%

Memory: ✅ 43.797MB (SLO: <46.000MB -4.8%) vs baseline: +4.9%

✅ ospathsplit_aspect

Time: ✅ 481.863µs (SLO: <700.000µs 📉 -31.2%) vs baseline: -0.9%

Memory: ✅ 43.765MB (SLO: <46.000MB -4.9%) vs baseline: +4.4%

✅ ospathsplit_noaspect

Time: ✅ 494.461µs (SLO: <700.000µs 📉 -29.4%) vs baseline: +0.3%

Memory: ✅ 43.971MB (SLO: <46.000MB -4.4%) vs baseline: +5.4%

✅ ospathsplitdrive_aspect

Time: ✅ 372.254µs (SLO: <700.000µs 📉 -46.8%) vs baseline: -0.2%

Memory: ✅ 43.861MB (SLO: <46.000MB -4.7%) vs baseline: +5.0%

✅ ospathsplitdrive_noaspect

Time: ✅ 72.291µs (SLO: <700.000µs 📉 -89.7%) vs baseline: -0.8%

Memory: ✅ 43.934MB (SLO: <46.000MB -4.5%) vs baseline: +4.8%

✅ ospathsplitext_aspect

Time: ✅ 457.551µs (SLO: <700.000µs 📉 -34.6%) vs baseline: -0.1%

Memory: ✅ 43.952MB (SLO: <46.000MB -4.5%) vs baseline: +4.8%

✅ ospathsplitext_noaspect

Time: ✅ 462.337µs (SLO: <700.000µs 📉 -34.0%) vs baseline: -0.3%

Memory: ✅ 43.916MB (SLO: <46.000MB -4.5%) vs baseline: +5.1%

🟡 Near SLO Breach (6 suites)

🟡 djangosimple - 30/30

✅ appsec

Time: ✅ 19.690ms (SLO: <22.300ms 📉 -11.7%) vs baseline: -0.1%

Memory: ✅ 70.446MB (SLO: <73.500MB -4.2%) vs baseline: +4.8%

✅ exception-replay-enabled

Time: ✅ 1.327ms (SLO: <1.450ms -8.5%) vs baseline: ~same

Memory: ✅ 68.280MB (SLO: <71.500MB -4.5%) vs baseline: +4.8%

✅ iast

Time: ✅ 19.800ms (SLO: <22.250ms 📉 -11.0%) vs baseline: ~same

Memory: ✅ 70.494MB (SLO: <75.000MB -6.0%) vs baseline: +5.0%

✅ profiler

Time: ✅ 15.130ms (SLO: <16.550ms -8.6%) vs baseline: ~same

Memory: ✅ 60.363MB (SLO: <61.000MB 🟡 -1.0%) vs baseline: +4.8%

✅ resource-renaming

Time: ✅ 19.644ms (SLO: <21.750ms -9.7%) vs baseline: -0.4%

Memory: ✅ 70.433MB (SLO: <73.500MB -4.2%) vs baseline: +4.8%

✅ span-code-origin

Time: ✅ 20.040ms (SLO: <28.200ms 📉 -28.9%) vs baseline: +0.7%

Memory: ✅ 70.157MB (SLO: <75.000MB -6.5%) vs baseline: +5.0%

✅ tracer

Time: ✅ 19.750ms (SLO: <21.750ms -9.2%) vs baseline: +0.4%

Memory: ✅ 70.389MB (SLO: <75.000MB -6.1%) vs baseline: +4.8%

✅ tracer-and-profiler

Time: ✅ 22.439ms (SLO: <23.500ms -4.5%) vs baseline: -0.1%

Memory: ✅ 72.111MB (SLO: <75.000MB -3.9%) vs baseline: +4.8%

✅ tracer-dont-create-db-spans

Time: ✅ 19.769ms (SLO: <21.500ms -8.1%) vs baseline: -0.6%

Memory: ✅ 70.442MB (SLO: <75.000MB -6.1%) vs baseline: +4.9%

✅ tracer-minimal

Time: ✅ 16.883ms (SLO: <17.500ms -3.5%) vs baseline: +0.3%

Memory: ✅ 70.117MB (SLO: <75.000MB -6.5%) vs baseline: +4.9%

✅ tracer-native

Time: ✅ 19.668ms (SLO: <21.750ms -9.6%) vs baseline: +0.8%

Memory: ✅ 70.419MB (SLO: <72.500MB -2.9%) vs baseline: +4.8%

✅ tracer-no-caches

Time: ✅ 17.626ms (SLO: <19.650ms 📉 -10.3%) vs baseline: +0.4%

Memory: ✅ 70.126MB (SLO: <75.000MB -6.5%) vs baseline: +4.7%

✅ tracer-no-databases

Time: ✅ 19.407ms (SLO: <20.100ms -3.4%) vs baseline: +0.7%

Memory: ✅ 70.135MB (SLO: <75.000MB -6.5%) vs baseline: +4.9%

✅ tracer-no-middleware

Time: ✅ 19.428ms (SLO: <21.500ms -9.6%) vs baseline: ~same

Memory: ✅ 70.109MB (SLO: <75.000MB -6.5%) vs baseline: +4.8%

✅ tracer-no-templates

Time: ✅ 19.841ms (SLO: <22.000ms -9.8%) vs baseline: +2.4%

Memory: ✅ 70.355MB (SLO: <73.500MB -4.3%) vs baseline: +4.9%

🟡 errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.081ms (SLO: <2.300ms -9.5%) vs baseline: ~same

Memory: ✅ 58.864MB (SLO: <60.000MB 🟡 -1.9%) vs baseline: +4.9%

✅ errortracking-enabled-user

Time: ✅ 2.088ms (SLO: <2.250ms -7.2%) vs baseline: -0.1%

Memory: ✅ 58.825MB (SLO: <60.000MB 🟡 -2.0%) vs baseline: +4.8%

✅ tracer-enabled

Time: ✅ 2.074ms (SLO: <2.300ms -9.8%) vs baseline: ~same

Memory: ✅ 58.884MB (SLO: <60.000MB 🟡 -1.9%) vs baseline: +4.8%

🟡 flasksimple - 18/18

✅ appsec-get

Time: ✅ 3.390ms (SLO: <4.750ms 📉 -28.6%) vs baseline: +0.8%

Memory: ✅ 59.079MB (SLO: <66.500MB 📉 -11.2%) vs baseline: +5.0%

✅ appsec-post

Time: ✅ 2.866ms (SLO: <6.750ms 📉 -57.5%) vs baseline: +0.1%

Memory: ✅ 59.090MB (SLO: <66.500MB 📉 -11.1%) vs baseline: +4.7%

✅ appsec-telemetry

Time: ✅ 3.371ms (SLO: <4.750ms 📉 -29.0%) vs baseline: +0.8%

Memory: ✅ 58.967MB (SLO: <66.500MB 📉 -11.3%) vs baseline: +4.8%

✅ debugger

Time: ✅ 1.876ms (SLO: <2.000ms -6.2%) vs baseline: ~same

Memory: ✅ 49.309MB (SLO: <51.500MB -4.3%) vs baseline: +5.0%

✅ iast-get

Time: ✅ 1.868ms (SLO: <2.000ms -6.6%) vs baseline: ~same

Memory: ✅ 46.028MB (SLO: <49.000MB -6.1%) vs baseline: +4.8%

✅ profiler

Time: ✅ 1.914ms (SLO: <2.100ms -8.9%) vs baseline: -0.5%

Memory: ✅ 52.394MB (SLO: <53.500MB -2.1%) vs baseline: +4.8%

✅ resource-renaming

Time: ✅ 3.343ms (SLO: <3.650ms -8.4%) vs baseline: +0.2%

Memory: ✅ 59.086MB (SLO: <60.000MB 🟡 -1.5%) vs baseline: +5.1%

✅ tracer

Time: ✅ 3.349ms (SLO: <3.650ms -8.2%) vs baseline: ~same

Memory: ✅ 58.970MB (SLO: <60.000MB 🟡 -1.7%) vs baseline: +4.8%

✅ tracer-native

Time: ✅ 3.350ms (SLO: <3.650ms -8.2%) vs baseline: +0.3%

Memory: ✅ 59.191MB (SLO: <60.000MB 🟡 -1.3%) vs baseline: +5.2%

🟡 flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 2.076ms (SLO: <4.200ms 📉 -50.6%) vs baseline: -0.1%

Memory: ✅ 58.923MB (SLO: <66.000MB 📉 -10.7%) vs baseline: +4.8%

✅ iast-enabled

Time: ✅ 2.080ms (SLO: <2.800ms 📉 -25.7%) vs baseline: ~same

Memory: ✅ 58.923MB (SLO: <62.500MB -5.7%) vs baseline: +4.6%

✅ tracer-enabled

Time: ✅ 2.068ms (SLO: <2.250ms -8.1%) vs baseline: -0.1%

Memory: ✅ 59.022MB (SLO: <60.000MB 🟡 -1.6%) vs baseline: +5.1%

🟡 forktime - 4/4

✅ baseline

Time: ✅ 1.943ms (SLO: <3.000ms 📉 -35.2%) vs baseline: +3.7%

Memory: ✅ 29.216MB (SLO: <33.000MB 📉 -11.5%) vs baseline: +4.6%

✅ configured

Time: ✅ 9.425ms (SLO: <13.000ms 📉 -27.5%) vs baseline: +0.2%

Memory: ✅ 59.033MB (SLO: <60.000MB 🟡 -1.6%) vs baseline: +4.6%

🟡 recursivecomputation - 8/8

✅ deep

Time: ✅ 311.688ms (SLO: <320.950ms -2.9%) vs baseline: +0.2%

Memory: ✅ 37.552MB (SLO: <38.750MB -3.1%) vs baseline: +5.2%

✅ deep-profiled

Time: ✅ 332.782ms (SLO: <359.150ms -7.3%) vs baseline: ~same

Memory: ✅ 43.785MB (SLO: <46.000MB -4.8%) vs baseline: +4.6%

✅ medium

Time: ✅ 7.298ms (SLO: <7.400ms 🟡 -1.4%) vs baseline: ~same

Memory: ✅ 36.313MB (SLO: <38.000MB -4.4%) vs baseline: +5.0%

✅ shallow

Time: ✅ 1.017ms (SLO: <1.050ms -3.2%) vs baseline: +1.1%

Memory: ✅ 36.255MB (SLO: <38.000MB -4.6%) vs baseline: +4.5%

⚠️ Unstable Tests (2 suites)

⚠️

coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.627µs (SLO: <20.000µs 📉 -31.9%) vs baseline: -0.6%

Memory: ✅ 36.333MB (SLO: <38.000MB -4.4%) vs baseline: +5.1%

✅ context_with_data_no_listeners

Time: ✅ 3.621µs (SLO: <10.000µs 📉 -63.8%) vs baseline: ~same

Memory: ✅ 36.294MB (SLO: <38.000MB -4.5%) vs baseline: +4.7%

✅ get_item_exists

Time: ✅ 0.579µs (SLO: <10.000µs 📉 -94.2%) vs baseline: -1.2%

Memory: ✅ 36.353MB (SLO: <38.000MB -4.3%) vs baseline: +5.1%

✅ get_item_missing

Time: ✅ 0.635µs (SLO: <10.000µs 📉 -93.6%) vs baseline: +0.1%

Memory: ✅ 36.294MB (SLO: <38.000MB -4.5%) vs baseline: +5.0%

✅ set_item

Time: ✅ 24.381µs (SLO: <30.000µs 📉 -18.7%) vs baseline: -0.3%

Memory: ✅ 36.255MB (SLO: <38.000MB -4.6%) vs baseline: +4.8%

⚠️

packagesupdateimporteddependencies - 24/24 (1 unstable)

✅ import_many

Time: ✅ 154.859µs (SLO: <170.000µs -8.9%) vs baseline: ~same

Memory: ✅ 41.017MB (SLO: <46.000MB 📉 -10.8%) vs baseline: +3.4%

✅ import_many_cached

Time: ✅ 120.950µs (SLO: <130.000µs -7.0%) vs baseline: ~same

Memory: ✅ 41.382MB (SLO: <46.000MB 📉 -10.0%) vs baseline: +4.9%

✅ import_many_stdlib

Time: ✅ 0.781ms (SLO: <1.750ms 📉 -55.4%) vs baseline: ~same

Memory: ✅ 41.122MB (SLO: <46.000MB 📉 -10.6%) vs baseline: +4.7%

⚠️ import_many_stdlib_cached

Time: ⚠️ 0.178ms (SLO: <1.100ms 📉 -83.8%) vs baseline: ~same

Memory: ✅ 41.074MB (SLO: <46.000MB 📉 -10.7%) vs baseline: +4.5%

✅ import_many_unknown

Time: ✅ 828.840µs (SLO: <890.000µs -6.9%) vs baseline: -0.5%

Memory: ✅ 41.524MB (SLO: <46.000MB -9.7%) vs baseline: +4.8%

✅ import_many_unknown_cached

Time: ✅ 788.283µs (SLO: <870.000µs -9.4%) vs baseline: -0.2%

Memory: ✅ 41.435MB (SLO: <46.000MB -9.9%) vs baseline: +5.4%

✅ import_one

Time: ✅ 19.752µs (SLO: <30.000µs 📉 -34.2%) vs baseline: -0.3%

Memory: ✅ 41.067MB (SLO: <46.000MB 📉 -10.7%) vs baseline: +4.6%

✅ import_one_cache

Time: ✅ 6.310µs (SLO: <10.000µs 📉 -36.9%) vs baseline: -0.2%

Memory: ✅ 41.193MB (SLO: <46.000MB 📉 -10.4%) vs baseline: +5.1%

✅ import_one_stdlib

Time: ✅ 18.764µs (SLO: <20.000µs -6.2%) vs baseline: +0.5%

Memory: ✅ 41.108MB (SLO: <46.000MB 📉 -10.6%) vs baseline: +5.1%

✅ import_one_stdlib_cache

Time: ✅ 6.296µs (SLO: <10.000µs 📉 -37.0%) vs baseline: ~same

Memory: ✅ 41.225MB (SLO: <46.000MB 📉 -10.4%) vs baseline: +4.8%

✅ import_one_unknown

Time: ✅ 45.516µs (SLO: <50.000µs -9.0%) vs baseline: +0.5%

Memory: ✅ 41.284MB (SLO: <46.000MB 📉 -10.3%) vs baseline: +4.7%

✅ import_one_unknown_cache

Time: ✅ 6.337µs (SLO: <10.000µs 📉 -36.6%) vs baseline: +0.4%

Memory: ✅ 41.103MB (SLO: <43.000MB -4.4%) vs baseline: +4.2%

✅ All Tests Passing (16 suites)

✅ codeprovenancefork - 2/2

✅ fork-10

Time: ✅ 2.148s (SLO: <2.300s -6.6%) vs baseline: +2.0%

Memory: ✅ 17.380MB (SLO: <20.000MB 📉 -13.1%) vs baseline: +4.7%

✅ errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.434ms (SLO: <19.850ms 📉 -17.2%) vs baseline: +0.3%

Memory: ✅ 69.796MB (SLO: <75.000MB -6.9%) vs baseline: +4.9%

✅ errortracking-enabled-user

Time: ✅ 16.374ms (SLO: <19.400ms 📉 -15.6%) vs baseline: +0.4%

Memory: ✅ 69.835MB (SLO: <75.000MB -6.9%) vs baseline: +4.9%

✅ tracer-enabled

Time: ✅ 16.353ms (SLO: <19.450ms 📉 -15.9%) vs baseline: -0.4%

Memory: ✅ 69.816MB (SLO: <75.000MB -6.9%) vs baseline: +4.9%

✅ httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 80.396µs (SLO: <100.000µs 📉 -19.6%) vs baseline: +4.6%

Memory: ✅ 36.392MB (SLO: <38.000MB -4.2%) vs baseline: +4.8%

✅ b3_headers

Time: ✅ 12.752µs (SLO: <20.000µs 📉 -36.2%) vs baseline: -0.6%

Memory: ✅ 36.313MB (SLO: <38.000MB -4.4%) vs baseline: +4.7%

✅ b3_single_headers

Time: ✅ 11.897µs (SLO: <20.000µs 📉 -40.5%) vs baseline: -0.4%

Memory: ✅ 36.353MB (SLO: <38.000MB -4.3%) vs baseline: +4.7%

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 61.680µs (SLO: <80.000µs 📉 -22.9%) vs baseline: -0.2%

Memory: ✅ 36.274MB (SLO: <38.000MB -4.5%) vs baseline: +4.6%

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 63.319µs (SLO: <80.000µs 📉 -20.9%) vs baseline: -0.4%

Memory: ✅ 36.313MB (SLO: <38.000MB -4.4%) vs baseline: +4.8%

✅ empty_headers

Time: ✅ 1.299µs (SLO: <10.000µs 📉 -87.0%) vs baseline: -1.6%

Memory: ✅ 36.333MB (SLO: <38.000MB -4.4%) vs baseline: +4.7%

✅ full_t_id_datadog_headers

Time: ✅ 21.337µs (SLO: <30.000µs 📉 -28.9%) vs baseline: ~same

Memory: ✅ 36.412MB (SLO: <38.000MB -4.2%) vs baseline: +5.0%

✅ invalid_priority_header

Time: ✅ 5.932µs (SLO: <10.000µs 📉 -40.7%) vs baseline: -0.6%

Memory: ✅ 36.412MB (SLO: <38.000MB -4.2%) vs baseline: +4.9%

✅ invalid_span_id_header

Time: ✅ 5.927µs (SLO: <10.000µs 📉 -40.7%) vs baseline: -0.2%

Memory: ✅ 36.313MB (SLO: <38.000MB -4.4%) vs baseline: +5.1%

✅ invalid_tags_header

Time: ✅ 5.912µs (SLO: <10.000µs 📉 -40.9%) vs baseline: -0.7%

Memory: ✅ 36.274MB (SLO: <38.000MB -4.5%) vs baseline: +5.0%

✅ invalid_trace_id_header

Time: ✅ 5.913µs (SLO: <10.000µs 📉 -40.9%) vs baseline: +0.5%

Memory: ✅ 36.274MB (SLO: <38.000MB -4.5%) vs baseline: +4.6%

✅ large_header_no_matches

Time: ✅ 27.099µs (SLO: <30.000µs -9.7%) vs baseline: +0.4%

Memory: ✅ 36.313MB (SLO: <38.000MB -4.4%) vs baseline: +4.8%

✅ large_valid_headers_all

Time: ✅ 27.980µs (SLO: <40.000µs 📉 -30.0%) vs baseline: -0.4%

Memory: ✅ 36.294MB (SLO: <38.000MB -4.5%) vs baseline: +4.5%

✅ medium_header_no_matches

Time: ✅ 9.209µs (SLO: <20.000µs 📉 -54.0%) vs baseline: ~same

Memory: ✅ 36.372MB (SLO: <38.000MB -4.3%) vs baseline: +5.3%

✅ medium_valid_headers_all

Time: ✅ 10.654µs (SLO: <20.000µs 📉 -46.7%) vs baseline: -0.7%

Memory: ✅ 36.392MB (SLO: <38.000MB -4.2%) vs baseline: +5.0%

✅ none_propagation_style

Time: ✅ 1.394µs (SLO: <10.000µs 📉 -86.1%) vs baseline: -1.0%

Memory: ✅ 36.274MB (SLO: <38.000MB -4.5%) vs baseline: +4.6%

✅ tracecontext_headers

Time: ✅ 32.857µs (SLO: <40.000µs 📉 -17.9%) vs baseline: -0.1%

Memory: ✅ 36.333MB (SLO: <38.000MB -4.4%) vs baseline: +4.9%

✅ valid_headers_all

Time: ✅ 5.926µs (SLO: <10.000µs 📉 -40.7%) vs baseline: -0.2%

Memory: ✅ 36.255MB (SLO: <38.000MB -4.6%) vs baseline: +4.5%

✅ valid_headers_basic

Time: ✅ 5.480µs (SLO: <10.000µs 📉 -45.2%) vs baseline: -0.8%

Memory: ✅ 36.353MB (SLO: <38.000MB -4.3%) vs baseline: +4.9%

✅ wsgi_empty_headers

Time: ✅ 1.312µs (SLO: <10.000µs 📉 -86.9%) vs baseline: +0.5%

Memory: ✅ 36.372MB (SLO: <38.000MB -4.3%) vs baseline: +4.8%

✅ wsgi_invalid_priority_header

Time: ✅ 5.971µs (SLO: <10.000µs 📉 -40.3%) vs baseline: -0.3%

Memory: ✅ 36.451MB (SLO: <38.000MB -4.1%) vs baseline: +5.2%

✅ wsgi_invalid_span_id_header

Time: ✅ 1.305µs (SLO: <10.000µs 📉 -86.9%) vs baseline: -0.2%

Memory: ✅ 36.353MB (SLO: <38.000MB -4.3%) vs baseline: +4.9%

✅ wsgi_invalid_tags_header

Time: ✅ 5.947µs (SLO: <10.000µs 📉 -40.5%) vs baseline: -0.8%

Memory: ✅ 36.392MB (SLO: <38.000MB -4.2%) vs baseline: +5.0%

✅ wsgi_invalid_trace_id_header

Time: ✅ 5.948µs (SLO: <10.000µs 📉 -40.5%) vs baseline: -0.4%

Memory: ✅ 36.431MB (SLO: <38.000MB -4.1%) vs baseline: +5.1%

✅ wsgi_large_header_no_matches

Time: ✅ 28.158µs (SLO: <40.000µs 📉 -29.6%) vs baseline: +0.1%

Memory: ✅ 36.431MB (SLO: <38.000MB -4.1%) vs baseline: +5.4%

✅ wsgi_large_valid_headers_all

Time: ✅ 29.192µs (SLO: <40.000µs 📉 -27.0%) vs baseline: -0.5%

Memory: ✅ 36.353MB (SLO: <38.000MB -4.3%) vs baseline: +5.0%

✅ wsgi_medium_header_no_matches

Time: ✅ 9.651µs (SLO: <20.000µs 📉 -51.7%) vs baseline: +0.1%

Memory: ✅ 36.313MB (SLO: <38.000MB -4.4%) vs baseline: +4.6%

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.253µs (SLO: <20.000µs 📉 -43.7%) vs baseline: +1.6%

Memory: ✅ 36.274MB (SLO: <38.000MB -4.5%) vs baseline: +4.7%

✅ wsgi_valid_headers_all

Time: ✅ 5.966µs (SLO: <10.000µs 📉 -40.3%) vs baseline: +0.5%

Memory: ✅ 36.392MB (SLO: <38.000MB -4.2%) vs baseline: +5.0%

✅ wsgi_valid_headers_basic

Time: ✅ 5.498µs (SLO: <10.000µs 📉 -45.0%) vs baseline: -0.3%

Memory: ✅ 36.372MB (SLO: <38.000MB -4.3%) vs baseline: +5.1%

✅ httppropagationinject - 16/16

✅ ids_only

Time: ✅ 20.745µs (SLO: <30.000µs 📉 -30.9%) vs baseline: +4.0%

Memory: ✅ 36.372MB (SLO: <38.000MB -4.3%) vs baseline: +5.4%

✅ with_all

Time: ✅ 26.920µs (SLO: <40.000µs 📉 -32.7%) vs baseline: ~same

Memory: ✅ 36.313MB (SLO: <38.000MB -4.4%) vs baseline: +5.0%

✅ with_dd_origin

Time: ✅ 23.814µs (SLO: <30.000µs 📉 -20.6%) vs baseline: +0.4%

Memory: ✅ 36.294MB (SLO: <38.000MB -4.5%) vs baseline: +4.9%

✅ with_priority_and_origin

Time: ✅ 23.146µs (SLO: <40.000µs 📉 -42.1%) vs baseline: -0.1%

Memory: ✅ 36.333MB (SLO: <38.000MB -4.4%) vs baseline: +4.7%

✅ with_sampling_priority

Time: ✅ 20.040µs (SLO: <30.000µs 📉 -33.2%) vs baseline: ~same

Memory: ✅ 36.372MB (SLO: <38.000MB -4.3%) vs baseline: +5.0%

✅ with_tags

Time: ✅ 24.828µs (SLO: <40.000µs 📉 -37.9%) vs baseline: -0.7%

Memory: ✅ 36.451MB (SLO: <38.000MB -4.1%) vs baseline: +4.9%

✅ with_tags_invalid

Time: ✅ 26.290µs (SLO: <40.000µs 📉 -34.3%) vs baseline: -0.4%

Memory: ✅ 36.372MB (SLO: <38.000MB -4.3%) vs baseline: +4.6%

✅ with_tags_max_size

Time: ✅ 25.416µs (SLO: <40.000µs 📉 -36.5%) vs baseline: -0.1%

Memory: ✅ 36.392MB (SLO: <38.000MB -4.2%) vs baseline: +4.9%

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 159.645µs (SLO: <250.000µs 📉 -36.1%) vs baseline: +3.9%

Memory: ✅ 43.951MB (SLO: <46.000MB -4.5%) vs baseline: +5.6%

✅ rsplit_noaspect

Time: ✅ 158.139µs (SLO: <250.000µs 📉 -36.7%) vs baseline: +0.9%

Memory: ✅ 43.693MB (SLO: <46.000MB -5.0%) vs baseline: +4.9%

✅ split_aspect

Time: ✅ 151.425µs (SLO: <250.000µs 📉 -39.4%) vs baseline: -2.4%

Memory: ✅ 43.647MB (SLO: <46.000MB -5.1%) vs baseline: +4.0%

✅ split_noaspect

Time: ✅ 155.983µs (SLO: <250.000µs 📉 -37.6%) vs baseline: -0.7%

Memory: ✅ 43.743MB (SLO: <46.000MB -4.9%) vs baseline: +5.0%

✅ splitlines_aspect

Time: ✅ 149.127µs (SLO: <250.000µs 📉 -40.3%) vs baseline: +1.5%

Memory: ✅ 43.704MB (SLO: <46.000MB -5.0%) vs baseline: +4.4%

✅ splitlines_noaspect

Time: ✅ 153.995µs (SLO: <250.000µs 📉 -38.4%) vs baseline: +0.2%

Memory: ✅ 43.745MB (SLO: <46.000MB -4.9%) vs baseline: +4.9%

✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 48.490µs (SLO: <60.000µs 📉 -19.2%) vs baseline: -0.2%

Memory: ✅ 40.069MB (SLO: <42.000MB -4.6%) vs baseline: +5.0%

✅ propagation_enabled

Time: ✅ 136.658µs (SLO: <190.000µs 📉 -28.1%) vs baseline: +0.5%

Memory: ✅ 40.069MB (SLO: <42.000MB -4.6%) vs baseline: +4.9%

✅ propagation_enabled_100

Time: ✅ 1.576ms (SLO: <2.300ms 📉 -31.5%) vs baseline: -0.2%

Memory: ✅ 40.088MB (SLO: <42.000MB -4.6%) vs baseline: +4.8%

✅ propagation_enabled_1000

Time: ✅ 29.237ms (SLO: <34.550ms 📉 -15.4%) vs baseline: -0.4%

Memory: ✅ 40.049MB (SLO: <42.000MB -4.6%) vs baseline: +4.4%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.572ms (SLO: <42.000ms -3.4%) vs baseline: +0.3%

Memory: ✅ 38.810MB (SLO: <40.750MB -4.8%) vs baseline: +4.6%

✅ add-link

Time: ✅ 36.422ms (SLO: <38.550ms -5.5%) vs baseline: +0.4%

Memory: ✅ 38.751MB (SLO: <40.750MB -4.9%) vs baseline: +4.6%

✅ add-metrics

Time: ✅ 220.457ms (SLO: <232.000ms -5.0%) vs baseline: -0.3%

Memory: ✅ 38.791MB (SLO: <40.750MB -4.8%) vs baseline: +5.2%

✅ add-tags

Time: ✅ 211.815ms (SLO: <221.600ms -4.4%) vs baseline: -0.2%

Memory: ✅ 38.869MB (SLO: <40.750MB -4.6%) vs baseline: +5.1%

✅ get-context

Time: ✅ 29.209ms (SLO: <31.300ms -6.7%) vs baseline: ~same

Memory: ✅ 38.889MB (SLO: <40.750MB -4.6%) vs baseline: +5.0%

✅ is-recording

Time: ✅ 29.260ms (SLO: <31.000ms -5.6%) vs baseline: +0.3%

Memory: ✅ 38.830MB (SLO: <40.750MB -4.7%) vs baseline: +4.7%

✅ record-exception

Time: ✅ 63.366ms (SLO: <65.850ms -3.8%) vs baseline: +0.5%

Memory: ✅ 38.771MB (SLO: <40.750MB -4.9%) vs baseline: +4.9%

✅ set-status

Time: ✅ 32.091ms (SLO: <34.150ms -6.0%) vs baseline: +0.9%

Memory: ✅ 38.850MB (SLO: <40.750MB -4.7%) vs baseline: +5.1%

✅ start

Time: ✅ 29.400ms (SLO: <30.150ms -2.5%) vs baseline: +1.4%

Memory: ✅ 38.791MB (SLO: <40.750MB -4.8%) vs baseline: +5.0%

✅ start-finish

Time: ✅ 34.168ms (SLO: <35.350ms -3.3%) vs baseline: +1.2%

Memory: ✅ 38.594MB (SLO: <40.750MB -5.3%) vs baseline: +4.7%

✅ start-finish-telemetry

Time: ✅ 34.136ms (SLO: <35.450ms -3.7%) vs baseline: +0.8%

Memory: ✅ 38.850MB (SLO: <40.750MB -4.7%) vs baseline: +5.3%

✅ update-name

Time: ✅ 31.112ms (SLO: <33.400ms -6.8%) vs baseline: ~same

Memory: ✅ 38.850MB (SLO: <40.750MB -4.7%) vs baseline: +5.3%

✅ otelspan - 22/22

✅ add-event

Time: ✅ 38.153ms (SLO: <47.150ms 📉 -19.1%) vs baseline: ~same

Memory: ✅ 41.335MB (SLO: <47.000MB 📉 -12.1%) vs baseline: +5.3%

✅ add-metrics

Time: ✅ 257.982ms (SLO: <344.800ms 📉 -25.2%) vs baseline: -1.1%

Memory: ✅ 45.714MB (SLO: <47.500MB -3.8%) vs baseline: +5.1%

✅ add-tags

Time: ✅ 305.611ms (SLO: <330.000ms -7.4%) vs baseline: -0.7%

Memory: ✅ 45.745MB (SLO: <47.500MB -3.7%) vs baseline: +5.3%

✅ get-context

Time: ✅ 80.784ms (SLO: <92.350ms 📉 -12.5%) vs baseline: -0.2%

Memory: ✅ 41.568MB (SLO: <46.500MB 📉 -10.6%) vs baseline: +5.1%

✅ is-recording

Time: ✅ 36.674ms (SLO: <44.500ms 📉 -17.6%) vs baseline: ~same

Memory: ✅ 41.072MB (SLO: <47.500MB 📉 -13.5%) vs baseline: +4.8%

✅ record-exception

Time: ✅ 56.797ms (SLO: <67.650ms 📉 -16.0%) vs baseline: -0.3%

Memory: ✅ 41.694MB (SLO: <47.000MB 📉 -11.3%) vs baseline: +5.2%

✅ set-status

Time: ✅ 43.142ms (SLO: <50.400ms 📉 -14.4%) vs baseline: -0.2%

Memory: ✅ 41.090MB (SLO: <47.000MB 📉 -12.6%) vs baseline: +4.9%

✅ start

Time: ✅ 37.300ms (SLO: <43.450ms 📉 -14.2%) vs baseline: +3.9%

Memory: ✅ 41.089MB (SLO: <47.000MB 📉 -12.6%) vs baseline: +4.6%

✅ start-finish

Time: ✅ 84.950ms (SLO: <90.000ms -5.6%) vs baseline: +0.3%

Memory: ✅ 38.830MB (SLO: <46.500MB 📉 -16.5%) vs baseline: +5.0%

✅ start-finish-telemetry

Time: ✅ 86.265ms (SLO: <91.000ms -5.2%) vs baseline: -0.5%

Memory: ✅ 38.830MB (SLO: <46.500MB 📉 -16.5%) vs baseline: +5.0%

✅ update-name

Time: ✅ 37.723ms (SLO: <45.150ms 📉 -16.4%) vs baseline: +0.1%

Memory: ✅ 41.180MB (SLO: <47.000MB 📉 -12.4%) vs baseline: +4.5%

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 343.512ms (SLO: <354.300ms -3.0%) vs baseline: ~same

Memory: ✅ 41.921MB (SLO: <46.000MB -8.9%) vs baseline: +4.7%

✅ cache_on

Time: ✅ 0.382µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.4%

Memory: ✅ 40.218MB (SLO: <46.000MB 📉 -12.6%) vs baseline: +4.5%

✅ rand - 2/2

✅ rand128bits

Time: ✅ 0.182µs (SLO: <21.000µs 📉 -99.1%) vs baseline: -0.2%

✅ rand64bits

Time: ✅ 0.123µs (SLO: <15.000µs 📉 -99.2%) vs baseline: -0.2%

✅ ratelimiter - 12/12

✅ defaults

Time: ✅ 2.335µs (SLO: <10.000µs 📉 -76.7%) vs baseline: -0.4%

Memory: ✅ 36.608MB (SLO: <38.000MB -3.7%) vs baseline: +5.0%

✅ high_rate_limit

Time: ✅ 2.406µs (SLO: <10.000µs 📉 -75.9%) vs baseline: -0.3%

Memory: ✅ 36.510MB (SLO: <38.000MB -3.9%) vs baseline: +4.5%

✅ long_window

Time: ✅ 2.361µs (SLO: <10.000µs 📉 -76.4%) vs baseline: +0.6%

Memory: ✅ 36.589MB (SLO: <38.000MB -3.7%) vs baseline: +4.7%

✅ low_rate_limit

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

Memory: ✅ 36.569MB (SLO: <38.000MB -3.8%) vs baseline: +4.7%

✅ no_rate_limit

Time: ✅ 0.834µs (SLO: <10.000µs 📉 -91.7%) vs baseline: +0.4%

Memory: ✅ 36.608MB (SLO: <38.000MB -3.7%) vs baseline: +4.9%

✅ short_window

Time: ✅ 2.479µs (SLO: <10.000µs 📉 -75.2%) vs baseline: -0.2%

Memory: ✅ 36.667MB (SLO: <38.000MB -3.5%) vs baseline: +5.1%

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 147.086µs (SLO: <290.000µs 📉 -49.3%) vs baseline: -0.1%

Memory: ✅ 36.274MB (SLO: <38.000MB -4.5%) vs baseline: +4.8%

✅ high_match

Time: ✅ 192.340µs (SLO: <480.000µs 📉 -59.9%) vs baseline: -0.2%

Memory: ✅ 36.372MB (SLO: <38.000MB -4.3%) vs baseline: +5.0%

✅ low_match

Time: ✅ 99.587µs (SLO: <120.000µs 📉 -17.0%) vs baseline: -1.2%

Memory: ✅ 701.727MB (SLO: <780.000MB 📉 -10.0%) vs baseline: +4.9%

✅ very_low_match

Time: ✅ 2.897ms (SLO: <8.500ms 📉 -65.9%) vs baseline: +0.2%

Memory: ✅ 78.949MB (SLO: <85.000MB -7.1%) vs baseline: +5.0%

✅ sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 9.854µs (SLO: <20.000µs 📉 -50.7%) vs baseline: -0.5%

Memory: ✅ 37.159MB (SLO: <38.750MB -4.1%) vs baseline: +4.9%

✅ all-enabled

Time: ✅ 40.724µs (SLO: <50.000µs 📉 -18.6%) vs baseline: +2.4%

Memory: ✅ 37.080MB (SLO: <38.750MB -4.3%) vs baseline: +4.7%

✅ collectipvariant_exists

Time: ✅ 40.480µs (SLO: <50.000µs 📉 -19.0%) vs baseline: +0.4%

Memory: ✅ 37.218MB (SLO: <38.750MB -4.0%) vs baseline: +5.2%

✅ no-collectipvariant

Time: ✅ 39.857µs (SLO: <50.000µs 📉 -20.3%) vs baseline: +0.4%

Memory: ✅ 37.021MB (SLO: <38.750MB -4.5%) vs baseline: +4.5%

✅ no-useragentvariant

Time: ✅ 38.736µs (SLO: <50.000µs 📉 -22.5%) vs baseline: +0.2%

Memory: ✅ 37.238MB (SLO: <38.750MB -3.9%) vs baseline: +5.0%

✅ obfuscation-no-query

Time: ✅ 40.181µs (SLO: <50.000µs 📉 -19.6%) vs baseline: ~same

Memory: ✅ 37.080MB (SLO: <38.750MB -4.3%) vs baseline: +4.7%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 76.321µs (SLO: <90.000µs 📉 -15.2%) vs baseline: +0.4%

Memory: ✅ 37.552MB (SLO: <38.750MB -3.1%) vs baseline: +4.9%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.615µs (SLO: <90.000µs 📉 -14.9%) vs baseline: ~same

Memory: ✅ 37.513MB (SLO: <38.750MB -3.2%) vs baseline: +4.6%

✅ obfuscation-send-querystring-disabled

Time: ✅ 154.690µs (SLO: <170.000µs -9.0%) vs baseline: ~same

Memory: ✅ 37.493MB (SLO: <38.750MB -3.2%) vs baseline: +4.6%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 149.368µs (SLO: <160.000µs -6.6%) vs baseline: -0.2%

Memory: ✅ 37.532MB (SLO: <38.750MB -3.1%) vs baseline: +4.6%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 155.204µs (SLO: <170.000µs -8.7%) vs baseline: ~same

Memory: ✅ 37.572MB (SLO: <38.750MB -3.0%) vs baseline: +4.7%

✅ useragentvariant_exists_1

Time: ✅ 39.371µs (SLO: <50.000µs 📉 -21.3%) vs baseline: ~same

Memory: ✅ 37.238MB (SLO: <38.750MB -3.9%) vs baseline: +5.0%

✅ useragentvariant_exists_2

Time: ✅ 40.156µs (SLO: <50.000µs 📉 -19.7%) vs baseline: -0.4%

Memory: ✅ 37.257MB (SLO: <38.750MB -3.9%) vs baseline: +5.1%

✅ useragentvariant_exists_3

Time: ✅ 39.767µs (SLO: <50.000µs 📉 -20.5%) vs baseline: -0.2%

Memory: ✅ 37.120MB (SLO: <38.750MB -4.2%) vs baseline: +4.7%

✅ useragentvariant_not_exists_1

Time: ✅ 39.493µs (SLO: <50.000µs 📉 -21.0%) vs baseline: +0.5%

Memory: ✅ 37.159MB (SLO: <38.750MB -4.1%) vs baseline: +4.7%

✅ useragentvariant_not_exists_2

Time: ✅ 39.164µs (SLO: <50.000µs 📉 -21.7%) vs baseline: -0.2%

Memory: ✅ 37.179MB (SLO: <38.750MB -4.1%) vs baseline: +4.8%

✅ span - 26/26

✅ add-event

Time: ✅ 17.503ms (SLO: <22.500ms 📉 -22.2%) vs baseline: -0.2%

Memory: ✅ 38.614MB (SLO: <53.000MB 📉 -27.1%) vs baseline: +5.2%

✅ add-metrics

Time: ✅ 86.467ms (SLO: <93.500ms -7.5%) vs baseline: +0.5%

Memory: ✅ 42.992MB (SLO: <53.000MB 📉 -18.9%) vs baseline: +5.0%

✅ add-tags

Time: ✅ 145.673ms (SLO: <155.000ms -6.0%) vs baseline: +0.6%

Memory: ✅ 43.187MB (SLO: <53.000MB 📉 -18.5%) vs baseline: +5.3%

✅ get-context

Time: ✅ 16.746ms (SLO: <20.500ms 📉 -18.3%) vs baseline: +0.1%

Memory: ✅ 38.553MB (SLO: <53.000MB 📉 -27.3%) vs baseline: +5.0%

✅ is-recording

Time: ✅ 16.953ms (SLO: <20.500ms 📉 -17.3%) vs baseline: +0.1%

Memory: ✅ 38.478MB (SLO: <53.000MB 📉 -27.4%) vs baseline: +5.0%

✅ record-exception

Time: ✅ 35.905ms (SLO: <41.000ms 📉 -12.4%) vs baseline: +0.6%

Memory: ✅ 39.130MB (SLO: <53.000MB 📉 -26.2%) vs baseline: +4.9%

✅ set-status

Time: ✅ 18.712ms (SLO: <22.000ms 📉 -14.9%) vs baseline: +0.3%

Memory: ✅ 38.514MB (SLO: <53.000MB 📉 -27.3%) vs baseline: +5.2%

✅ start

Time: ✅ 17.465ms (SLO: <20.500ms 📉 -14.8%) vs baseline: +4.3%

Memory: ✅ 38.316MB (SLO: <53.000MB 📉 -27.7%) vs baseline: +4.0%

✅ start-finish

Time: ✅ 53.892ms (SLO: <56.000ms -3.8%) vs baseline: +0.7%

Memory: ✅ 36.274MB (SLO: <38.000MB -4.5%) vs baseline: +5.1%

✅ start-finish-telemetry

Time: ✅ 54.951ms (SLO: <58.000ms -5.3%) vs baseline: +0.1%

Memory: ✅ 36.294MB (SLO: <38.000MB -4.5%) vs baseline: +5.3%

✅ start-finish-traceid128

Time: ✅ 56.184ms (SLO: <60.000ms -6.4%) vs baseline: +0.3%

Memory: ✅ 36.274MB (SLO: <38.000MB -4.5%) vs baseline: +5.1%

✅ start-traceid128

Time: ✅ 16.774ms (SLO: <22.500ms 📉 -25.4%) vs baseline: ~same

Memory: ✅ 38.495MB (SLO: <53.000MB 📉 -27.4%) vs baseline: +4.9%

✅ update-name

Time: ✅ 17.377ms (SLO: <22.000ms 📉 -21.0%) vs baseline: +0.5%

Memory: ✅ 38.503MB (SLO: <53.000MB 📉 -27.4%) vs baseline: +4.7%

✅ telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 2.279µs (SLO: <20.000µs 📉 -88.6%) vs baseline: +9.3%

Memory: ✅ 36.608MB (SLO: <38.000MB -3.7%) vs baseline: +4.8%

✅ 1-count-metrics-100-times

Time: ✅ 152.384µs (SLO: <220.000µs 📉 -30.7%) vs baseline: -0.4%

Memory: ✅ 36.589MB (SLO: <38.000MB -3.7%) vs baseline: +4.9%

✅ 1-distribution-metric-1-times

Time: ✅ 2.397µs (SLO: <20.000µs 📉 -88.0%) vs baseline: -0.2%

Memory: ✅ 36.569MB (SLO: <38.000MB -3.8%) vs baseline: +4.9%

✅ 1-distribution-metrics-100-times

Time: ✅ 162.367µs (SLO: <230.000µs 📉 -29.4%) vs baseline: ~same

Memory: ✅ 36.530MB (SLO: <38.000MB -3.9%) vs baseline: +4.9%

✅ 1-gauge-metric-1-times

Time: ✅ 1.947µs (SLO: <20.000µs 📉 -90.3%) vs baseline: -0.6%

Memory: ✅ 36.628MB (SLO: <38.000MB -3.6%) vs baseline: +4.9%

✅ 1-gauge-metrics-100-times

Time: ✅ 136.297µs (SLO: <150.000µs -9.1%) vs baseline: -0.6%

Memory: ✅ 36.569MB (SLO: <38.000MB -3.8%) vs baseline: +4.7%

✅ 1-rate-metric-1-times

Time: ✅ 2.258µs (SLO: <20.000µs 📉 -88.7%) vs baseline: +0.2%

Memory: ✅ 36.549MB (SLO: <38.000MB -3.8%) vs baseline: +4.8%

✅ 1-rate-metrics-100-times

Time: ✅ 167.829µs (SLO: <250.000µs 📉 -32.9%) vs baseline: +0.4%

Memory: ✅ 36.530MB (SLO: <38.000MB -3.9%) vs baseline: +4.8%

✅ 100-count-metrics-100-times

Time: ✅ 15.291ms (SLO: <22.000ms 📉 -30.5%) vs baseline: +1.0%

Memory: ✅ 36.628MB (SLO: <38.000MB -3.6%) vs baseline: +4.9%

✅ 100-distribution-metrics-100-times

Time: ✅ 1.715ms (SLO: <2.550ms 📉 -32.7%) vs baseline: +1.0%

Memory: ✅ 36.726MB (SLO: <38.000MB -3.4%) vs baseline: +5.0%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.394ms (SLO: <1.550ms 📉 -10.0%) vs baseline: -0.6%

Memory: ✅ 36.589MB (SLO: <38.000MB -3.7%) vs baseline: +4.9%

✅ 100-rate-metrics-100-times

Time: ✅ 1.725ms (SLO: <2.550ms 📉 -32.4%) vs baseline: -0.3%

Memory: ✅ 36.549MB (SLO: <38.000MB -3.8%) vs baseline: +4.9%

✅ flush-1-metric

Time: ✅ 3.554µs (SLO: <20.000µs 📉 -82.2%) vs baseline: -0.4%

Memory: ✅ 36.707MB (SLO: <38.000MB -3.4%) vs baseline: +5.1%

✅ flush-100-metrics

Time: ✅ 175.690µs (SLO: <250.000µs 📉 -29.7%) vs baseline: +0.6%

Memory: ✅ 36.687MB (SLO: <38.000MB -3.5%) vs baseline: +5.0%

✅ flush-1000-metrics

Time: ✅ 2.182ms (SLO: <2.500ms 📉 -12.7%) vs baseline: -1.8%

Memory: ✅ 37.473MB (SLO: <38.750MB -3.3%) vs baseline: +5.0%

✅ tracer - 6/6

✅ large

Time: ✅ 31.329ms (SLO: <32.950ms -4.9%) vs baseline: +0.2%

Memory: ✅ 37.572MB (SLO: <39.250MB -4.3%) vs baseline: +5.1%

✅ medium

Time: ✅ 3.090ms (SLO: <3.200ms -3.5%) vs baseline: -0.3%

Memory: ✅ 36.117MB (SLO: <38.750MB -6.8%) vs baseline: +4.5%

✅ small

Time: ✅ 358.477µs (SLO: <370.000µs -3.1%) vs baseline: +3.3%

Memory: ✅ 36.313MB (SLO: <38.750MB -6.3%) vs baseline: +4.9%

ℹ️ Scenarios Missing SLO Configuration (46 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
iast_aspects-re_expand_aspect
iast_aspects-re_expand_noaspect
iast_aspects-re_findall_aspect
iast_aspects-re_findall_noaspect
iast_aspects-re_finditer_aspect
iast_aspects-re_finditer_noaspect
iast_aspects-re_fullmatch_aspect
iast_aspects-re_fullmatch_noaspect
iast_aspects-re_group_aspect
iast_aspects-re_group_noaspect
iast_aspects-re_groups_aspect
iast_aspects-re_groups_noaspect
iast_aspects-re_match_aspect
iast_aspects-re_match_noaspect
iast_aspects-re_search_aspect
iast_aspects-re_search_noaspect
iast_aspects-re_sub_aspect
iast_aspects-re_sub_noaspect
iast_aspects-re_subn_aspect
iast_aspects-re_subn_noaspect
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

feat: Add RC support for enabling LLMO

bc0f71e

clean ups

4776fdc

mabdinur force-pushed the munir/llm-rc-support branch from 48f6699 to 4776fdc Compare March 31, 2026 22:27

consolidate bits

048bb42

mabdinur changed the title ~~feat: Add RC support for enabling LLMO~~ feat: add RC support for enabling LLMO Apr 1, 2026

fmt

4fb7362

mabdinur force-pushed the munir/llm-rc-support branch from f56e4f1 to 9128420 Compare April 1, 2026 15:22

add test

09485da

mabdinur force-pushed the munir/llm-rc-support branch from 9128420 to 09485da Compare April 1, 2026 15:22

mabdinur added 7 commits April 1, 2026 11:26

rn

27f690d

simplify code

e04565e

clean up int tracking

737d592

return early if no llm

f3a2b23

move llmobs start to product api

21a2353

clean ups

48a5da9

fix empty payload bug, this should disable RC

1b29979

Conversation

mabdinur commented Mar 31, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

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Description

Testing

Risks

Additional Notes

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cit-pr-commenter-54b7da bot commented Mar 31, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

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Codeowners resolved as

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datadog-datadog-prod-us1-2 bot commented Mar 31, 2026 • edited by datadog-prod-us1-5 bot Loading Uh oh! There was an error while loading. Please reload this page.

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⚠️ Warnings

ℹ️ Info

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pr-commenter bot commented Apr 3, 2026

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

mabdinur commented Mar 31, 2026 •

edited

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cit-pr-commenter-54b7da bot commented Mar 31, 2026 •

edited

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datadog-datadog-prod-us1-2 bot commented Mar 31, 2026 •

edited by datadog-prod-us1-5 bot

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