Add AI Guard hook provider for Strands by RamyElkest · Pull Request #16538 · DataDog/dd-trace-py

RamyElkest · 2026-02-17T15:09:43Z

Comment @DataDog to request changes

Feedback (especially what can be better) welcome in #code-gen-aka-bits-dev-feedback!

Description

Add AI Guard integration with AWS Strands Agents SDK as a HookProvider. This enables developers to secure their Strands-based AI agents by evaluating prompts, model responses, and tool calls against Datadog AI Guard security policies.

Usage:

from ddtrace.appsec.ai_guard.strands import AIGuardStrandsHookProvider

agent = Agent(
    model=model,
    hooks=[AIGuardStrandsHookProvider()],
)

The hook provider implements three lifecycle hooks:

before_model_invocation — Scans user prompts before sending to the LLM
after_model_invocation — Scans model responses for policy violations
before_tool_invocation — Scans tool calls before execution

When a policy violation is detected and blocking is enabled, AIGuardAbortError is raised to prevent the operation.

The implementation converts Strands messages (Bedrock Converse API format) to AI Guard's message format and gracefully handles the strands-agents SDK being an optional dependency.

Ref: APPSEC-61346

Testing

Unit tests for message conversion (text, tool use, tool result, system prompt, mixed content, multiple tools, JSON content)
Hook lifecycle tests: before_model_invocation, after_model_invocation, before_tool_invocation with allow/block scenarios
Error handling tests: non-abort errors are swallowed, empty/missing inputs handled gracefully
Hook provider inheritance and instantiation tests
Riotfile and suitespec configuration added for CI (ai_guard_strands suite)

Risks

The Strands SDK was not available in the development sandbox (no network access). The hook method signatures (**kwargs pattern) and message format (Bedrock Converse API) are based on the documented Strands hooks interface and the existing Bedrock integration in dd-trace-py. Method signatures may need adjustment once validated against the actual SDK.

Additional Notes

The hook provider optionally inherits from strands.agent.hooks.HookProvider when the SDK is installed, falling back to object for environments without it
Message conversion handles Bedrock Converse content block types: text, toolUse, toolResult (including JSON sub-content)
The provider is exported from the public ddtrace.appsec.ai_guard SDK module

APPSEC-61346

Co-authored-by: RamyElkest <1733553+RamyElkest@users.noreply.github.com>

datadog-datadog-prod-us1 · 2026-02-17T15:09:45Z

[View session in Datadog]

Bits Dev status: ✅ Done

CI Auto-fix: Enabled | Disable

Comment @DataDog to request changes

cit-pr-commenter-54b7da · 2026-02-17T15:10:29Z

Codeowners resolved as

ddtrace/appsec/ai_guard/__init__.py                                     @DataDog/asm-python
ddtrace/appsec/ai_guard/strands.py                                      @DataDog/asm-python
riotfile.py                                                             @DataDog/apm-python
tests/appsec/ai_guard/strands/__init__.py                               @DataDog/asm-python
tests/appsec/ai_guard/strands/conftest.py                               @DataDog/asm-python
tests/appsec/ai_guard/strands/test_strands.py                           @DataDog/asm-python
tests/appsec/suitespec.yml                                              @DataDog/asm-python

RamyElkest · 2026-02-17T15:12:16Z

@codex Rename AIGuardStrandsHookProvider and similar to AIGuardHook.

chatgpt-codex-connector · 2026-02-17T15:12:25Z

To use Codex here, create a Codex account and connect to github.

RamyElkest · 2026-02-17T15:15:04Z

@codex review

chatgpt-codex-connector · 2026-02-17T15:21:29Z

Codex Review: Didn't find any major issues. Keep them coming!

ℹ️ About Codex in GitHub

Codex has been enabled to automatically review pull requests in this repo. Reviews are triggered when you

Open a pull request for review
Mark a draft as ready
Comment "@codex review".

If Codex has suggestions, it will comment; otherwise it will react with 👍.

When you sign up for Codex through ChatGPT, Codex can also answer questions or update the PR, like "@codex address that feedback".

datadog-official · 2026-02-17T15:22:30Z

⚠️ Tests

✨ Fix all issues with BitsAI or with Cursor

⚠️ Warnings

❄️ 4 New flaky tests detected

test_accuracy_stack[py3.11] from test_accuracy.py (Datadog) (Fix with Cursor)

Expected status 0, got 1.
=== Captured STDOUT ===
=== End of captured STDOUT ===
=== Captured STDERR ===
Traceback (most recent call last):
  File "tests/profiling/test_accuracy.py", line 105, in <module>
    assert_almost_equal(wall_times["spend_cpu_3"], 3e9)
  File "/go/src/github.com/DataDog/apm-reliability/dd-trace-py/tests/profiling/test_accuracy.py", line 53, in assert_almost_equal
    raise AssertionError(
AssertionError: Assertion failed: 3336591000 is not approximately equal to 3000000000.0 within tolerance=0.1, actual error=0.112197
...

test_accuracy_stack[py3.12] from test_accuracy.py (Datadog) (Fix with Cursor)

Expected status 0, got 1.
=== Captured STDOUT ===
=== End of captured STDOUT ===
=== Captured STDERR ===
Traceback (most recent call last):
  File "tests/profiling/test_accuracy.py", line 102, in <module>
    assert_almost_equal(wall_times["spend_7"], 7e9)
  File "/go/src/github.com/DataDog/apm-reliability/dd-trace-py/tests/profiling/test_accuracy.py", line 53, in assert_almost_equal
    raise AssertionError(
AssertionError: Assertion failed: 8196268000 is not approximately equal to 7000000000.0 within tolerance=0.1, actual error=0.17089542857142856
...

CeleryDistributedTracingIntegrationTask::test_celery_beat_no_panic[py3.9] from test_integration.py (Datadog) (Fix with Cursor)

Command '['ddtrace-run', 'celery', '--app=tests.contrib.celery.tasks', 'worker', '--beat', '--loglevel=info']' timed out after 10 seconds

test_uwsgi_threads_processes_primary_lazy_apps[py3.12] from test_uwsgi.py (Fix with Cursor)

View all

ℹ️ Info

🧪 All tests passed

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

🔗 Commit SHA: 174cab3 | Docs | Datadog PR Page | Was this helpful? Give us feedback!}

pr-commenter · 2026-02-17T15:48:22Z

Performance SLOs

Comparing candidate dd/ramy.elkest/ai-guard-strands-hooks (174cab3) with baseline main (2819240)

📈 Performance Regressions (2 suites)

📈 iastaspects - 118/118

✅ add_aspect

Time: ✅ 102.894µs (SLO: <130.000µs 📉 -20.9%) vs baseline: +1.4%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.4%

✅ add_inplace_aspect

Time: ✅ 100.930µs (SLO: <130.000µs 📉 -22.4%) vs baseline: -2.2%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.2%

✅ add_inplace_noaspect

Time: ✅ 28.406µs (SLO: <40.000µs 📉 -29.0%) vs baseline: +0.4%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.3%

✅ add_noaspect

Time: ✅ 49.274µs (SLO: <70.000µs 📉 -29.6%) vs baseline: +0.6%

Memory: ✅ 42.841MB (SLO: <46.000MB -6.9%) vs baseline: +4.1%

✅ bytearray_aspect

Time: ✅ 251.954µs (SLO: <400.000µs 📉 -37.0%) vs baseline: +1.6%

Memory: ✅ 42.880MB (SLO: <46.000MB -6.8%) vs baseline: +4.2%

✅ bytearray_extend_aspect

Time: ✅ 631.609µs (SLO: <800.000µs 📉 -21.0%) vs baseline: -3.2%

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +4.4%

✅ bytearray_extend_noaspect

Time: ✅ 263.113µs (SLO: <400.000µs 📉 -34.2%) vs baseline: -3.3%

Memory: ✅ 42.880MB (SLO: <46.000MB -6.8%) vs baseline: +4.3%

✅ bytearray_noaspect

Time: ✅ 136.416µs (SLO: <300.000µs 📉 -54.5%) vs baseline: -3.4%

Memory: ✅ 42.841MB (SLO: <46.000MB -6.9%) vs baseline: +4.2%

✅ bytes_aspect

Time: ✅ 217.617µs (SLO: <300.000µs 📉 -27.5%) vs baseline: ~same

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +4.4%

✅ bytes_noaspect

Time: ✅ 133.912µs (SLO: <200.000µs 📉 -33.0%) vs baseline: -0.3%

Memory: ✅ 42.861MB (SLO: <46.000MB -6.8%) vs baseline: +4.4%

✅ bytesio_aspect

Time: ✅ 3.788ms (SLO: <5.000ms 📉 -24.2%) vs baseline: -0.4%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.4%

✅ bytesio_noaspect

Time: ✅ 314.207µs (SLO: <420.000µs 📉 -25.2%) vs baseline: -0.5%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.3%

✅ capitalize_aspect

Time: ✅ 89.543µs (SLO: <300.000µs 📉 -70.2%) vs baseline: +0.9%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.4%

✅ capitalize_noaspect

Time: ✅ 251.347µs (SLO: <300.000µs 📉 -16.2%) vs baseline: -0.6%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.3%

✅ casefold_aspect

Time: ✅ 89.257µs (SLO: <500.000µs 📉 -82.1%) vs baseline: +1.2%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +4.3%

✅ casefold_noaspect

Time: ✅ 308.129µs (SLO: <500.000µs 📉 -38.4%) vs baseline: -1.9%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.6%

✅ decode_aspect

Time: ✅ 86.621µs (SLO: <100.000µs 📉 -13.4%) vs baseline: +0.2%

Memory: ✅ 42.880MB (SLO: <46.000MB -6.8%) vs baseline: +4.2%

✅ decode_noaspect

Time: ✅ 151.735µs (SLO: <210.000µs 📉 -27.7%) vs baseline: -1.6%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.1%

✅ encode_aspect

Time: ✅ 84.277µs (SLO: <200.000µs 📉 -57.9%) vs baseline: +0.1%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.1%

✅ encode_noaspect

Time: ✅ 139.487µs (SLO: <200.000µs 📉 -30.3%) vs baseline: -2.3%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +4.6%

✅ format_aspect

Time: ✅ 14.714ms (SLO: <19.200ms 📉 -23.4%) vs baseline: +0.6%

Memory: ✅ 43.037MB (SLO: <46.000MB -6.4%) vs baseline: +4.4%

✅ format_map_aspect

Time: ✅ 16.454ms (SLO: <21.500ms 📉 -23.5%) vs baseline: ~same

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +4.2%

✅ format_map_noaspect

Time: ✅ 374.962µs (SLO: <500.000µs 📉 -25.0%) vs baseline: +0.2%

Memory: ✅ 42.880MB (SLO: <46.000MB -6.8%) vs baseline: +4.3%

✅ format_noaspect

Time: ✅ 301.623µs (SLO: <500.000µs 📉 -39.7%) vs baseline: -0.9%

Memory: ✅ 42.880MB (SLO: <46.000MB -6.8%) vs baseline: +4.3%

✅ index_aspect

Time: ✅ 124.958µs (SLO: <300.000µs 📉 -58.3%) vs baseline: +3.3%

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +4.5%

✅ index_noaspect

Time: ✅ 40.376µs (SLO: <300.000µs 📉 -86.5%) vs baseline: +0.4%

Memory: ✅ 42.821MB (SLO: <46.000MB -6.9%) vs baseline: +4.1%

✅ join_aspect

Time: ✅ 211.016µs (SLO: <300.000µs 📉 -29.7%) vs baseline: -1.2%

Memory: ✅ 42.861MB (SLO: <46.000MB -6.8%) vs baseline: +4.2%

✅ join_noaspect

Time: ✅ 143.841µs (SLO: <300.000µs 📉 -52.1%) vs baseline: +1.1%

Memory: ✅ 42.880MB (SLO: <46.000MB -6.8%) vs baseline: +4.2%

✅ ljust_aspect

Time: ✅ 581.619µs (SLO: <700.000µs 📉 -16.9%) vs baseline: 📈 +14.7%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.3%

✅ ljust_noaspect

Time: ✅ 256.153µs (SLO: <300.000µs 📉 -14.6%) vs baseline: -1.8%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.4%

✅ lower_aspect

Time: ✅ 292.275µs (SLO: <500.000µs 📉 -41.5%) vs baseline: -2.7%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.4%

✅ lower_noaspect

Time: ✅ 236.186µs (SLO: <300.000µs 📉 -21.3%) vs baseline: -0.1%

Memory: ✅ 42.880MB (SLO: <46.000MB -6.8%) vs baseline: +4.4%

✅ lstrip_aspect

Time: ✅ 0.270ms (SLO: <3.000ms 📉 -91.0%) vs baseline: -3.3%

Memory: ✅ 42.861MB (SLO: <46.000MB -6.8%) vs baseline: +4.1%

✅ lstrip_noaspect

Time: ✅ 0.178ms (SLO: <3.000ms 📉 -94.1%) vs baseline: +0.7%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +4.6%

✅ modulo_aspect

Time: ✅ 14.256ms (SLO: <18.750ms 📉 -24.0%) vs baseline: -0.5%

Memory: ✅ 42.959MB (SLO: <46.000MB -6.6%) vs baseline: +4.1%

✅ modulo_aspect_for_bytearray_bytearray

Time: ✅ 14.807ms (SLO: <19.350ms 📉 -23.5%) vs baseline: +0.3%

Memory: ✅ 43.096MB (SLO: <46.000MB -6.3%) vs baseline: +4.4%

✅ modulo_aspect_for_bytes

Time: ✅ 14.375ms (SLO: <18.900ms 📉 -23.9%) vs baseline: -0.1%

Memory: ✅ 43.057MB (SLO: <46.000MB -6.4%) vs baseline: +4.4%

✅ modulo_aspect_for_bytes_bytearray

Time: ✅ 14.557ms (SLO: <19.150ms 📉 -24.0%) vs baseline: -1.1%

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +4.3%

✅ modulo_noaspect

Time: ✅ 0.359ms (SLO: <3.000ms 📉 -88.0%) vs baseline: -0.7%

Memory: ✅ 42.998MB (SLO: <46.000MB -6.5%) vs baseline: +4.6%

✅ replace_aspect

Time: ✅ 18.444ms (SLO: <24.000ms 📉 -23.1%) vs baseline: +0.3%

Memory: ✅ 42.998MB (SLO: <46.000MB -6.5%) vs baseline: +4.4%

✅ replace_noaspect

Time: ✅ 279.578µs (SLO: <300.000µs -6.8%) vs baseline: -1.1%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.4%

✅ repr_aspect

Time: ✅ 310.441µs (SLO: <420.000µs 📉 -26.1%) vs baseline: -3.9%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.2%

✅ repr_noaspect

Time: ✅ 46.776µs (SLO: <90.000µs 📉 -48.0%) vs baseline: +0.5%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.6%

✅ rstrip_aspect

Time: ✅ 380.755µs (SLO: <500.000µs 📉 -23.8%) vs baseline: -1.2%

Memory: ✅ 42.880MB (SLO: <46.000MB -6.8%) vs baseline: +4.4%

✅ rstrip_noaspect

Time: ✅ 184.223µs (SLO: <300.000µs 📉 -38.6%) vs baseline: +0.6%

Memory: ✅ 42.841MB (SLO: <46.000MB -6.9%) vs baseline: +4.5%

✅ slice_aspect

Time: ✅ 184.100µs (SLO: <300.000µs 📉 -38.6%) vs baseline: +1.4%

Memory: ✅ 42.861MB (SLO: <46.000MB -6.8%) vs baseline: +4.2%

✅ slice_noaspect

Time: ✅ 53.747µs (SLO: <90.000µs 📉 -40.3%) vs baseline: -0.6%

Memory: ✅ 42.880MB (SLO: <46.000MB -6.8%) vs baseline: +4.1%

✅ stringio_aspect

Time: ✅ 4.418ms (SLO: <5.000ms 📉 -11.6%) vs baseline: 📈 +14.2%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.6%

✅ stringio_noaspect

Time: ✅ 347.228µs (SLO: <500.000µs 📉 -30.6%) vs baseline: -0.8%

Memory: ✅ 42.861MB (SLO: <46.000MB -6.8%) vs baseline: +4.3%

✅ strip_aspect

Time: ✅ 270.681µs (SLO: <350.000µs 📉 -22.7%) vs baseline: -1.6%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.4%

✅ strip_noaspect

Time: ✅ 175.991µs (SLO: <240.000µs 📉 -26.7%) vs baseline: -0.8%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.3%

✅ swapcase_aspect

Time: ✅ 333.782µs (SLO: <500.000µs 📉 -33.2%) vs baseline: -2.0%

Memory: ✅ 42.821MB (SLO: <46.000MB -6.9%) vs baseline: +4.1%

✅ swapcase_noaspect

Time: ✅ 270.009µs (SLO: <400.000µs 📉 -32.5%) vs baseline: -0.9%

Memory: ✅ 42.979MB (SLO: <46.000MB -6.6%) vs baseline: +4.4%

✅ title_aspect

Time: ✅ 317.759µs (SLO: <500.000µs 📉 -36.4%) vs baseline: -4.4%

Memory: ✅ 42.900MB (SLO: <46.000MB -6.7%) vs baseline: +4.3%

✅ title_noaspect

Time: ✅ 257.031µs (SLO: <400.000µs 📉 -35.7%) vs baseline: -1.3%

Memory: ✅ 42.939MB (SLO: <46.000MB -6.7%) vs baseline: +4.4%

✅ translate_aspect

Time: ✅ 493.561µs (SLO: <700.000µs 📉 -29.5%) vs baseline: -1.2%

Memory: ✅ 42.802MB (SLO: <46.000MB -7.0%) vs baseline: +4.1%

✅ translate_noaspect

Time: ✅ 422.539µs (SLO: <500.000µs 📉 -15.5%) vs baseline: -1.9%

Memory: ✅ 42.880MB (SLO: <46.000MB -6.8%) vs baseline: +4.1%

✅ upper_aspect

Time: ✅ 296.345µs (SLO: <500.000µs 📉 -40.7%) vs baseline: -0.8%

Memory: ✅ 42.861MB (SLO: <46.000MB -6.8%) vs baseline: +4.2%

✅ upper_noaspect

Time: ✅ 236.124µs (SLO: <400.000µs 📉 -41.0%) vs baseline: +0.3%

Memory: ✅ 42.920MB (SLO: <46.000MB -6.7%) vs baseline: +4.4%

📈 iastaspectsospath - 24/24

✅ ospathbasename_aspect

Time: ✅ 508.476µs (SLO: <700.000µs 📉 -27.4%) vs baseline: 📈 +20.1%

Memory: ✅ 42.802MB (SLO: <46.000MB -7.0%) vs baseline: +4.9%

✅ ospathbasename_noaspect

Time: ✅ 429.515µs (SLO: <700.000µs 📉 -38.6%) vs baseline: -0.4%

Memory: ✅ 42.546MB (SLO: <46.000MB -7.5%) vs baseline: +4.4%

✅ ospathjoin_aspect

Time: ✅ 627.433µs (SLO: <700.000µs 📉 -10.4%) vs baseline: +0.9%

Memory: ✅ 42.546MB (SLO: <46.000MB -7.5%) vs baseline: +4.2%

✅ ospathjoin_noaspect

Time: ✅ 634.606µs (SLO: <700.000µs -9.3%) vs baseline: +0.5%

Memory: ✅ 42.684MB (SLO: <46.000MB -7.2%) vs baseline: +4.3%

✅ ospathnormcase_aspect

Time: ✅ 348.944µs (SLO: <700.000µs 📉 -50.2%) vs baseline: -1.1%

Memory: ✅ 42.743MB (SLO: <46.000MB -7.1%) vs baseline: +4.8%

✅ ospathnormcase_noaspect

Time: ✅ 358.039µs (SLO: <700.000µs 📉 -48.9%) vs baseline: +0.2%

Memory: ✅ 42.467MB (SLO: <46.000MB -7.7%) vs baseline: +3.9%

✅ ospathsplit_aspect

Time: ✅ 486.755µs (SLO: <700.000µs 📉 -30.5%) vs baseline: -1.0%

Memory: ✅ 42.467MB (SLO: <46.000MB -7.7%) vs baseline: +4.3%

✅ ospathsplit_noaspect

Time: ✅ 499.600µs (SLO: <700.000µs 📉 -28.6%) vs baseline: -0.5%

Memory: ✅ 42.546MB (SLO: <46.000MB -7.5%) vs baseline: +4.2%

✅ ospathsplitdrive_aspect

Time: ✅ 375.926µs (SLO: <700.000µs 📉 -46.3%) vs baseline: +0.3%

Memory: ✅ 42.526MB (SLO: <46.000MB -7.6%) vs baseline: +4.4%

✅ ospathsplitdrive_noaspect

Time: ✅ 73.039µs (SLO: <700.000µs 📉 -89.6%) vs baseline: -0.4%

Memory: ✅ 42.585MB (SLO: <46.000MB -7.4%) vs baseline: +4.5%

✅ ospathsplitext_aspect

Time: ✅ 459.423µs (SLO: <700.000µs 📉 -34.4%) vs baseline: ~same

Memory: ✅ 42.664MB (SLO: <46.000MB -7.3%) vs baseline: +4.2%

✅ ospathsplitext_noaspect

Time: ✅ 464.469µs (SLO: <700.000µs 📉 -33.6%) vs baseline: -1.4%

Memory: ✅ 42.644MB (SLO: <46.000MB -7.3%) vs baseline: +4.6%

⚠️ Unstable Tests (2 suites)

⚠️

coreapiscenario - 10/10 (1 unstable)

⚠️ context_with_data_listeners

Time: ⚠️ 13.234µs (SLO: <20.000µs 📉 -33.8%) vs baseline: +0.1%

Memory: ✅ 35.547MB (SLO: <38.000MB -6.5%) vs baseline: +4.4%

✅ context_with_data_no_listeners

Time: ✅ 3.259µs (SLO: <10.000µs 📉 -67.4%) vs baseline: -0.3%

Memory: ✅ 35.547MB (SLO: <38.000MB -6.5%) vs baseline: +4.1%

✅ get_item_exists

Time: ✅ 0.580µs (SLO: <10.000µs 📉 -94.2%) vs baseline: +1.0%

Memory: ✅ 35.586MB (SLO: <38.000MB -6.4%) vs baseline: +4.5%

✅ get_item_missing

Time: ✅ 0.640µs (SLO: <10.000µs 📉 -93.6%) vs baseline: +0.3%

Memory: ✅ 35.527MB (SLO: <38.000MB -6.5%) vs baseline: +4.2%

✅ set_item

Time: ✅ 24.255µs (SLO: <30.000µs 📉 -19.1%) vs baseline: +0.8%

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +4.5%

⚠️

packagesupdateimporteddependencies - 24/24 (1 unstable)

✅ import_many

Time: ✅ 155.273µs (SLO: <170.000µs -8.7%) vs baseline: +0.4%

Memory: ✅ 40.106MB (SLO: <46.000MB 📉 -12.8%) vs baseline: +4.4%

✅ import_many_cached

Time: ✅ 121.431µs (SLO: <130.000µs -6.6%) vs baseline: ~same

Memory: ✅ 39.978MB (SLO: <46.000MB 📉 -13.1%) vs baseline: +4.6%

✅ import_many_stdlib

Time: ✅ 0.771ms (SLO: <1.750ms 📉 -55.9%) vs baseline: +0.5%

Memory: ✅ 39.978MB (SLO: <46.000MB 📉 -13.1%) vs baseline: +4.2%

⚠️ import_many_stdlib_cached

Time: ⚠️ 0.176ms (SLO: <1.100ms 📉 -84.0%) vs baseline: +1.2%

Memory: ✅ 40.231MB (SLO: <46.000MB 📉 -12.5%) vs baseline: +5.0%

✅ import_many_unknown

Time: ✅ 834.308µs (SLO: <890.000µs -6.3%) vs baseline: +0.5%

Memory: ✅ 40.408MB (SLO: <46.000MB 📉 -12.2%) vs baseline: +5.6%

✅ import_many_unknown_cached

Time: ✅ 803.561µs (SLO: <870.000µs -7.6%) vs baseline: +1.7%

Memory: ✅ 40.145MB (SLO: <46.000MB 📉 -12.7%) vs baseline: +4.5%

✅ import_one

Time: ✅ 19.807µs (SLO: <30.000µs 📉 -34.0%) vs baseline: +0.5%

Memory: ✅ 40.050MB (SLO: <46.000MB 📉 -12.9%) vs baseline: +5.0%

✅ import_one_cache

Time: ✅ 6.320µs (SLO: <10.000µs 📉 -36.8%) vs baseline: +0.8%

Memory: ✅ 39.884MB (SLO: <46.000MB 📉 -13.3%) vs baseline: +3.5%

✅ import_one_stdlib

Time: ✅ 18.694µs (SLO: <20.000µs -6.5%) vs baseline: ~same

Memory: ✅ 39.917MB (SLO: <46.000MB 📉 -13.2%) vs baseline: +3.9%

✅ import_one_stdlib_cache

Time: ✅ 6.255µs (SLO: <10.000µs 📉 -37.4%) vs baseline: ~same

Memory: ✅ 39.963MB (SLO: <46.000MB 📉 -13.1%) vs baseline: +5.0%

✅ import_one_unknown

Time: ✅ 45.732µs (SLO: <50.000µs -8.5%) vs baseline: +1.0%

Memory: ✅ 39.935MB (SLO: <46.000MB 📉 -13.2%) vs baseline: +4.7%

✅ import_one_unknown_cache

Time: ✅ 6.294µs (SLO: <10.000µs 📉 -37.1%) vs baseline: +0.3%

Memory: ✅ 40.059MB (SLO: <43.000MB -6.8%) vs baseline: +5.5%

✅ All Tests Passing (20 suites)

✅ djangosimple - 30/30

✅ appsec

Time: ✅ 19.593ms (SLO: <22.300ms 📉 -12.1%) vs baseline: ~same

Memory: ✅ 67.613MB (SLO: <73.500MB -8.0%) vs baseline: +4.8%

✅ exception-replay-enabled

Time: ✅ 1.380ms (SLO: <1.450ms -4.8%) vs baseline: -0.1%

Memory: ✅ 65.726MB (SLO: <71.500MB -8.1%) vs baseline: +4.8%

✅ iast

Time: ✅ 19.637ms (SLO: <22.250ms 📉 -11.7%) vs baseline: -0.2%

Memory: ✅ 67.574MB (SLO: <75.000MB -9.9%) vs baseline: +4.7%

✅ profiler

Time: ✅ 15.272ms (SLO: <16.550ms -7.7%) vs baseline: +0.3%

Memory: ✅ 58.796MB (SLO: <61.000MB -3.6%) vs baseline: +4.8%

✅ resource-renaming

Time: ✅ 19.474ms (SLO: <21.750ms 📉 -10.5%) vs baseline: -1.0%

Memory: ✅ 67.594MB (SLO: <73.500MB -8.0%) vs baseline: +4.8%

✅ span-code-origin

Time: ✅ 19.936ms (SLO: <28.200ms 📉 -29.3%) vs baseline: +0.9%

Memory: ✅ 67.633MB (SLO: <75.000MB -9.8%) vs baseline: +4.8%

✅ tracer

Time: ✅ 19.542ms (SLO: <21.750ms 📉 -10.2%) vs baseline: -0.6%

Memory: ✅ 67.594MB (SLO: <75.000MB -9.9%) vs baseline: +4.8%

✅ tracer-and-profiler

Time: ✅ 21.072ms (SLO: <23.500ms 📉 -10.3%) vs baseline: -0.2%

Memory: ✅ 69.206MB (SLO: <75.000MB -7.7%) vs baseline: +5.0%

✅ tracer-dont-create-db-spans

Time: ✅ 19.683ms (SLO: <21.500ms -8.5%) vs baseline: +0.4%

Memory: ✅ 67.613MB (SLO: <75.000MB -9.8%) vs baseline: +4.7%

✅ tracer-minimal

Time: ✅ 16.816ms (SLO: <17.500ms -3.9%) vs baseline: -0.4%

Memory: ✅ 67.555MB (SLO: <75.000MB -9.9%) vs baseline: +4.7%

✅ tracer-native

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

Memory: ✅ 67.594MB (SLO: <72.500MB -6.8%) vs baseline: +4.7%

✅ tracer-no-caches

Time: ✅ 17.613ms (SLO: <19.650ms 📉 -10.4%) vs baseline: +0.5%

Memory: ✅ 67.535MB (SLO: <75.000MB -10.0%) vs baseline: +4.7%

✅ tracer-no-databases

Time: ✅ 19.295ms (SLO: <20.100ms -4.0%) vs baseline: +0.5%

Memory: ✅ 67.594MB (SLO: <75.000MB -9.9%) vs baseline: +4.7%

✅ tracer-no-middleware

Time: ✅ 19.398ms (SLO: <21.500ms -9.8%) vs baseline: +0.6%

Memory: ✅ 67.594MB (SLO: <75.000MB -9.9%) vs baseline: +4.7%

✅ tracer-no-templates

Time: ✅ 19.534ms (SLO: <22.000ms 📉 -11.2%) vs baseline: +1.2%

Memory: ✅ 67.625MB (SLO: <73.500MB -8.0%) vs baseline: +4.9%

✅ errortrackingdjangosimple - 6/6

✅ errortracking-enabled-all

Time: ✅ 16.376ms (SLO: <19.850ms 📉 -17.5%) vs baseline: ~same

Memory: ✅ 67.175MB (SLO: <75.000MB 📉 -10.4%) vs baseline: +4.9%

✅ errortracking-enabled-user

Time: ✅ 16.378ms (SLO: <19.400ms 📉 -15.6%) vs baseline: ~same

Memory: ✅ 67.148MB (SLO: <75.000MB 📉 -10.5%) vs baseline: +4.9%

✅ tracer-enabled

Time: ✅ 16.351ms (SLO: <19.450ms 📉 -15.9%) vs baseline: ~same

Memory: ✅ 67.183MB (SLO: <75.000MB 📉 -10.4%) vs baseline: +4.9%

✅ errortrackingflasksqli - 6/6

✅ errortracking-enabled-all

Time: ✅ 2.099ms (SLO: <2.300ms -8.8%) vs baseline: -0.4%

Memory: ✅ 54.972MB (SLO: <60.000MB -8.4%) vs baseline: +4.4%

✅ errortracking-enabled-user

Time: ✅ 2.109ms (SLO: <2.250ms -6.3%) vs baseline: -0.3%

Memory: ✅ 55.050MB (SLO: <60.000MB -8.2%) vs baseline: +4.9%

✅ tracer-enabled

Time: ✅ 2.099ms (SLO: <2.300ms -8.7%) vs baseline: +0.2%

Memory: ✅ 55.011MB (SLO: <60.000MB -8.3%) vs baseline: +4.7%

✅ flasksimple - 18/18

✅ appsec-get

Time: ✅ 3.428ms (SLO: <4.750ms 📉 -27.8%) vs baseline: +0.4%

Memory: ✅ 54.678MB (SLO: <66.500MB 📉 -17.8%) vs baseline: +4.4%

✅ appsec-post

Time: ✅ 2.896ms (SLO: <6.750ms 📉 -57.1%) vs baseline: +0.3%

Memory: ✅ 55.070MB (SLO: <66.500MB 📉 -17.2%) vs baseline: +4.5%

✅ appsec-telemetry

Time: ✅ 3.424ms (SLO: <4.750ms 📉 -27.9%) vs baseline: +0.7%

Memory: ✅ 54.816MB (SLO: <66.500MB 📉 -17.6%) vs baseline: +4.7%

✅ debugger

Time: ✅ 1.862ms (SLO: <2.000ms -6.9%) vs baseline: -0.3%

Memory: ✅ 48.268MB (SLO: <51.500MB -6.3%) vs baseline: +4.2%

✅ iast-get

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

Memory: ✅ 45.181MB (SLO: <49.000MB -7.8%) vs baseline: +4.3%

✅ profiler

Time: ✅ 1.900ms (SLO: <2.100ms -9.5%) vs baseline: -0.2%

Memory: ✅ 51.138MB (SLO: <52.500MB -2.6%) vs baseline: +4.5%

✅ resource-renaming

Time: ✅ 3.401ms (SLO: <3.650ms -6.8%) vs baseline: -0.3%

Memory: ✅ 54.696MB (SLO: <60.000MB -8.8%) vs baseline: +4.4%

✅ tracer

Time: ✅ 3.404ms (SLO: <3.650ms -6.7%) vs baseline: ~same

Memory: ✅ 54.852MB (SLO: <60.000MB -8.6%) vs baseline: +4.7%

✅ tracer-native

Time: ✅ 3.406ms (SLO: <3.650ms -6.7%) vs baseline: +0.1%

Memory: ✅ 54.816MB (SLO: <60.000MB -8.6%) vs baseline: +4.5%

✅ flasksqli - 6/6

✅ appsec-enabled

Time: ✅ 2.092ms (SLO: <4.200ms 📉 -50.2%) vs baseline: -0.5%

Memory: ✅ 54.952MB (SLO: <66.000MB 📉 -16.7%) vs baseline: +4.5%

✅ iast-enabled

Time: ✅ 2.103ms (SLO: <2.800ms 📉 -24.9%) vs baseline: -0.1%

Memory: ✅ 54.952MB (SLO: <62.500MB 📉 -12.1%) vs baseline: +4.3%

✅ tracer-enabled

Time: ✅ 2.094ms (SLO: <2.250ms -6.9%) vs baseline: ~same

Memory: ✅ 54.932MB (SLO: <60.000MB -8.4%) vs baseline: +4.4%

✅ httppropagationextract - 60/60

✅ all_styles_all_headers

Time: ✅ 75.696µs (SLO: <100.000µs 📉 -24.3%) vs baseline: -1.2%

Memory: ✅ 35.527MB (SLO: <38.000MB -6.5%) vs baseline: +4.2%

✅ b3_headers

Time: ✅ 12.749µs (SLO: <20.000µs 📉 -36.3%) vs baseline: -0.2%

Memory: ✅ 35.625MB (SLO: <38.000MB -6.2%) vs baseline: +4.1%

✅ b3_single_headers

Time: ✅ 11.812µs (SLO: <20.000µs 📉 -40.9%) vs baseline: -1.0%

Memory: ✅ 35.645MB (SLO: <38.000MB -6.2%) vs baseline: +4.2%

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 60.715µs (SLO: <80.000µs 📉 -24.1%) vs baseline: -0.8%

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +4.4%

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 62.389µs (SLO: <80.000µs 📉 -22.0%) vs baseline: -0.5%

Memory: ✅ 35.566MB (SLO: <38.000MB -6.4%) vs baseline: +3.8%

✅ empty_headers

Time: ✅ 1.305µs (SLO: <10.000µs 📉 -86.9%) vs baseline: +0.7%

Memory: ✅ 35.566MB (SLO: <38.000MB -6.4%) vs baseline: +4.2%

✅ full_t_id_datadog_headers

Time: ✅ 20.768µs (SLO: <30.000µs 📉 -30.8%) vs baseline: ~same

Memory: ✅ 35.547MB (SLO: <38.000MB -6.5%) vs baseline: +3.9%

✅ invalid_priority_header

Time: ✅ 5.900µs (SLO: <10.000µs 📉 -41.0%) vs baseline: +0.2%

Memory: ✅ 35.566MB (SLO: <38.000MB -6.4%) vs baseline: +4.1%

✅ invalid_span_id_header

Time: ✅ 5.915µs (SLO: <10.000µs 📉 -40.8%) vs baseline: ~same

Memory: ✅ 35.625MB (SLO: <38.000MB -6.2%) vs baseline: +4.2%

✅ invalid_tags_header

Time: ✅ 5.918µs (SLO: <10.000µs 📉 -40.8%) vs baseline: ~same

Memory: ✅ 35.625MB (SLO: <38.000MB -6.2%) vs baseline: +4.3%

✅ invalid_trace_id_header

Time: ✅ 5.908µs (SLO: <10.000µs 📉 -40.9%) vs baseline: -0.3%

Memory: ✅ 35.645MB (SLO: <38.000MB -6.2%) vs baseline: +4.3%

✅ large_header_no_matches

Time: ✅ 27.103µs (SLO: <30.000µs -9.7%) vs baseline: +0.2%

Memory: ✅ 35.645MB (SLO: <38.000MB -6.2%) vs baseline: +4.0%

✅ large_valid_headers_all

Time: ✅ 28.117µs (SLO: <40.000µs 📉 -29.7%) vs baseline: +0.2%

Memory: ✅ 35.586MB (SLO: <38.000MB -6.4%) vs baseline: +4.2%

✅ medium_header_no_matches

Time: ✅ 9.252µs (SLO: <20.000µs 📉 -53.7%) vs baseline: +0.6%

Memory: ✅ 35.625MB (SLO: <38.000MB -6.2%) vs baseline: +4.6%

✅ medium_valid_headers_all

Time: ✅ 10.646µs (SLO: <20.000µs 📉 -46.8%) vs baseline: -0.5%

Memory: ✅ 35.704MB (SLO: <38.000MB -6.0%) vs baseline: +4.4%

✅ none_propagation_style

Time: ✅ 1.399µs (SLO: <10.000µs 📉 -86.0%) vs baseline: -0.6%

Memory: ✅ 35.684MB (SLO: <38.000MB -6.1%) vs baseline: +4.6%

✅ tracecontext_headers

Time: ✅ 32.568µs (SLO: <40.000µs 📉 -18.6%) vs baseline: -0.6%

Memory: ✅ 35.547MB (SLO: <38.000MB -6.5%) vs baseline: +3.9%

✅ valid_headers_all

Time: ✅ 5.892µs (SLO: <10.000µs 📉 -41.1%) vs baseline: -0.4%

Memory: ✅ 35.684MB (SLO: <38.000MB -6.1%) vs baseline: +4.5%

✅ valid_headers_basic

Time: ✅ 5.506µs (SLO: <10.000µs 📉 -44.9%) vs baseline: +1.1%

Memory: ✅ 35.684MB (SLO: <38.000MB -6.1%) vs baseline: +4.6%

✅ wsgi_empty_headers

Time: ✅ 1.307µs (SLO: <10.000µs 📉 -86.9%) vs baseline: -0.8%

Memory: ✅ 35.684MB (SLO: <38.000MB -6.1%) vs baseline: +4.3%

✅ wsgi_invalid_priority_header

Time: ✅ 5.949µs (SLO: <10.000µs 📉 -40.5%) vs baseline: -0.4%

Memory: ✅ 35.625MB (SLO: <38.000MB -6.2%) vs baseline: +4.2%

✅ wsgi_invalid_span_id_header

Time: ✅ 1.303µs (SLO: <10.000µs 📉 -87.0%) vs baseline: +0.2%

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +4.1%

✅ wsgi_invalid_tags_header

Time: ✅ 5.950µs (SLO: <10.000µs 📉 -40.5%) vs baseline: +0.2%

Memory: ✅ 35.527MB (SLO: <38.000MB -6.5%) vs baseline: +3.7%

✅ wsgi_invalid_trace_id_header

Time: ✅ 5.946µs (SLO: <10.000µs 📉 -40.5%) vs baseline: -0.5%

Memory: ✅ 35.724MB (SLO: <38.000MB -6.0%) vs baseline: +4.6%

✅ wsgi_large_header_no_matches

Time: ✅ 28.077µs (SLO: <40.000µs 📉 -29.8%) vs baseline: +0.3%

Memory: ✅ 35.724MB (SLO: <38.000MB -6.0%) vs baseline: +4.5%

✅ wsgi_large_valid_headers_all

Time: ✅ 29.065µs (SLO: <40.000µs 📉 -27.3%) vs baseline: -0.1%

Memory: ✅ 35.645MB (SLO: <38.000MB -6.2%) vs baseline: +4.4%

✅ wsgi_medium_header_no_matches

Time: ✅ 9.622µs (SLO: <20.000µs 📉 -51.9%) vs baseline: +0.7%

Memory: ✅ 35.606MB (SLO: <38.000MB -6.3%) vs baseline: +4.1%

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.122µs (SLO: <20.000µs 📉 -44.4%) vs baseline: +1.0%

Memory: ✅ 35.507MB (SLO: <38.000MB -6.6%) vs baseline: +3.8%

✅ wsgi_valid_headers_all

Time: ✅ 5.912µs (SLO: <10.000µs 📉 -40.9%) vs baseline: -0.5%

Memory: ✅ 35.625MB (SLO: <38.000MB -6.2%) vs baseline: +4.1%

✅ wsgi_valid_headers_basic

Time: ✅ 5.526µs (SLO: <10.000µs 📉 -44.7%) vs baseline: +0.9%

Memory: ✅ 35.763MB (SLO: <38.000MB -5.9%) vs baseline: +4.7%

✅ httppropagationinject - 16/16

✅ ids_only

Time: ✅ 20.515µs (SLO: <30.000µs 📉 -31.6%) vs baseline: +3.9%

Memory: ✅ 35.684MB (SLO: <38.000MB -6.1%) vs baseline: +4.6%

✅ with_all

Time: ✅ 26.330µs (SLO: <40.000µs 📉 -34.2%) vs baseline: -0.5%

Memory: ✅ 35.566MB (SLO: <38.000MB -6.4%) vs baseline: +3.9%

✅ with_dd_origin

Time: ✅ 23.302µs (SLO: <30.000µs 📉 -22.3%) vs baseline: -0.1%

Memory: ✅ 35.586MB (SLO: <38.000MB -6.4%) vs baseline: +4.3%

✅ with_priority_and_origin

Time: ✅ 22.698µs (SLO: <40.000µs 📉 -43.3%) vs baseline: -0.5%

Memory: ✅ 35.606MB (SLO: <38.000MB -6.3%) vs baseline: +4.2%

✅ with_sampling_priority

Time: ✅ 19.674µs (SLO: <30.000µs 📉 -34.4%) vs baseline: ~same

Memory: ✅ 35.645MB (SLO: <38.000MB -6.2%) vs baseline: +4.1%

✅ with_tags

Time: ✅ 24.317µs (SLO: <40.000µs 📉 -39.2%) vs baseline: -1.7%

Memory: ✅ 35.684MB (SLO: <38.000MB -6.1%) vs baseline: +4.5%

✅ with_tags_invalid

Time: ✅ 25.963µs (SLO: <40.000µs 📉 -35.1%) vs baseline: -0.3%

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +4.5%

✅ with_tags_max_size

Time: ✅ 24.986µs (SLO: <40.000µs 📉 -37.5%) vs baseline: -0.5%

Memory: ✅ 35.684MB (SLO: <38.000MB -6.1%) vs baseline: +4.2%

✅ iastaspectssplit - 12/12

✅ rsplit_aspect

Time: ✅ 157.145µs (SLO: <250.000µs 📉 -37.1%) vs baseline: +0.7%

Memory: ✅ 42.664MB (SLO: <46.000MB -7.3%) vs baseline: +4.3%

✅ rsplit_noaspect

Time: ✅ 158.786µs (SLO: <250.000µs 📉 -36.5%) vs baseline: -3.3%

Memory: ✅ 42.605MB (SLO: <46.000MB -7.4%) vs baseline: +4.8%

✅ split_aspect

Time: ✅ 150.208µs (SLO: <250.000µs 📉 -39.9%) vs baseline: -2.4%

Memory: ✅ 42.546MB (SLO: <46.000MB -7.5%) vs baseline: +4.5%

✅ split_noaspect

Time: ✅ 154.650µs (SLO: <250.000µs 📉 -38.1%) vs baseline: -6.8%

Memory: ✅ 42.585MB (SLO: <46.000MB -7.4%) vs baseline: +4.9%

✅ splitlines_aspect

Time: ✅ 145.270µs (SLO: <250.000µs 📉 -41.9%) vs baseline: -4.8%

Memory: ✅ 42.487MB (SLO: <46.000MB -7.6%) vs baseline: +3.9%

✅ splitlines_noaspect

Time: ✅ 149.864µs (SLO: <250.000µs 📉 -40.1%) vs baseline: -5.9%

Memory: ✅ 42.625MB (SLO: <46.000MB -7.3%) vs baseline: +4.6%

✅ iastpropagation - 8/8

✅ no-propagation

Time: ✅ 48.220µs (SLO: <60.000µs 📉 -19.6%) vs baseline: -0.9%

Memory: ✅ 38.987MB (SLO: <42.000MB -7.2%) vs baseline: +4.5%

✅ propagation_enabled

Time: ✅ 136.231µs (SLO: <190.000µs 📉 -28.3%) vs baseline: +0.4%

Memory: ✅ 39.046MB (SLO: <42.000MB -7.0%) vs baseline: +4.6%

✅ propagation_enabled_100

Time: ✅ 1.572ms (SLO: <2.300ms 📉 -31.7%) vs baseline: +1.7%

Memory: ✅ 38.987MB (SLO: <42.000MB -7.2%) vs baseline: +4.3%

✅ propagation_enabled_1000

Time: ✅ 29.053ms (SLO: <34.550ms 📉 -15.9%) vs baseline: +0.3%

Memory: ✅ 38.987MB (SLO: <42.000MB -7.2%) vs baseline: +4.0%

✅ otelsdkspan - 24/24

✅ add-event

Time: ✅ 40.655ms (SLO: <42.000ms -3.2%) vs baseline: +0.6%

Memory: ✅ 37.945MB (SLO: <40.750MB -6.9%) vs baseline: +4.4%

✅ add-link

Time: ✅ 36.362ms (SLO: <38.550ms -5.7%) vs baseline: +0.4%

Memory: ✅ 38.004MB (SLO: <40.750MB -6.7%) vs baseline: +4.4%

✅ add-metrics

Time: ✅ 219.598ms (SLO: <232.000ms -5.3%) vs baseline: -0.7%

Memory: ✅ 37.906MB (SLO: <40.750MB -7.0%) vs baseline: +4.4%

✅ add-tags

Time: ✅ 208.790ms (SLO: <221.600ms -5.8%) vs baseline: -1.8%

Memory: ✅ 37.985MB (SLO: <40.750MB -6.8%) vs baseline: +4.4%

✅ get-context

Time: ✅ 29.195ms (SLO: <31.300ms -6.7%) vs baseline: +0.9%

Memory: ✅ 38.024MB (SLO: <40.750MB -6.7%) vs baseline: +4.5%

✅ is-recording

Time: ✅ 29.176ms (SLO: <31.000ms -5.9%) vs baseline: +0.3%

Memory: ✅ 37.926MB (SLO: <40.750MB -6.9%) vs baseline: +4.2%

✅ record-exception

Time: ✅ 63.185ms (SLO: <65.850ms -4.0%) vs baseline: -0.1%

Memory: ✅ 37.965MB (SLO: <40.750MB -6.8%) vs baseline: +4.5%

✅ set-status

Time: ✅ 31.999ms (SLO: <34.150ms -6.3%) vs baseline: +1.0%

Memory: ✅ 38.044MB (SLO: <40.750MB -6.6%) vs baseline: +4.6%

✅ start

Time: ✅ 29.331ms (SLO: <30.150ms -2.7%) vs baseline: +2.0%

Memory: ✅ 37.965MB (SLO: <40.750MB -6.8%) vs baseline: +4.5%

✅ start-finish

Time: ✅ 34.252ms (SLO: <35.350ms -3.1%) vs baseline: +0.9%

Memory: ✅ 37.985MB (SLO: <40.750MB -6.8%) vs baseline: +4.3%

✅ start-finish-telemetry

Time: ✅ 33.881ms (SLO: <35.450ms -4.4%) vs baseline: +0.2%

Memory: ✅ 38.221MB (SLO: <40.750MB -6.2%) vs baseline: +5.1%

✅ update-name

Time: ✅ 31.142ms (SLO: <33.400ms -6.8%) vs baseline: +0.2%

Memory: ✅ 38.044MB (SLO: <40.750MB -6.6%) vs baseline: +4.5%

✅ otelspan - 22/22

✅ add-event

Time: ✅ 41.001ms (SLO: <47.150ms 📉 -13.0%) vs baseline: ~same

Memory: ✅ 40.445MB (SLO: <47.000MB 📉 -13.9%) vs baseline: +4.5%

✅ add-metrics

Time: ✅ 251.868ms (SLO: <344.800ms 📉 -27.0%) vs baseline: +0.6%

Memory: ✅ 44.900MB (SLO: <47.500MB -5.5%) vs baseline: +4.9%

✅ add-tags

Time: ✅ 305.890ms (SLO: <330.000ms -7.3%) vs baseline: -0.3%

Memory: ✅ 44.973MB (SLO: <47.500MB -5.3%) vs baseline: +4.9%

✅ get-context

Time: ✅ 80.380ms (SLO: <92.350ms 📉 -13.0%) vs baseline: ~same

Memory: ✅ 40.851MB (SLO: <46.500MB 📉 -12.1%) vs baseline: +5.4%

✅ is-recording

Time: ✅ 36.924ms (SLO: <44.500ms 📉 -17.0%) vs baseline: -0.7%

Memory: ✅ 40.303MB (SLO: <47.500MB 📉 -15.2%) vs baseline: +4.6%

✅ record-exception

Time: ✅ 59.780ms (SLO: <67.650ms 📉 -11.6%) vs baseline: +0.3%

Memory: ✅ 40.847MB (SLO: <47.000MB 📉 -13.1%) vs baseline: +4.3%

✅ set-status

Time: ✅ 43.863ms (SLO: <50.400ms 📉 -13.0%) vs baseline: +0.2%

Memory: ✅ 40.349MB (SLO: <47.000MB 📉 -14.2%) vs baseline: +4.9%

✅ start

Time: ✅ 38.019ms (SLO: <43.450ms 📉 -12.5%) vs baseline: +3.8%

Memory: ✅ 40.280MB (SLO: <47.000MB 📉 -14.3%) vs baseline: +4.1%

✅ start-finish

Time: ✅ 85.323ms (SLO: <90.000ms -5.2%) vs baseline: +0.2%

Memory: ✅ 38.122MB (SLO: <46.500MB 📉 -18.0%) vs baseline: +4.9%

✅ start-finish-telemetry

Time: ✅ 87.044ms (SLO: <91.000ms -4.3%) vs baseline: +0.4%

Memory: ✅ 38.103MB (SLO: <46.500MB 📉 -18.1%) vs baseline: +4.7%

✅ update-name

Time: ✅ 38.271ms (SLO: <45.150ms 📉 -15.2%) vs baseline: -0.7%

Memory: ✅ 40.429MB (SLO: <47.000MB 📉 -14.0%) vs baseline: +4.7%

✅ packagespackageforrootmodulemapping - 4/4

✅ cache_off

Time: ✅ 344.849ms (SLO: <354.300ms -2.7%) vs baseline: -1.5%

Memory: ✅ 40.835MB (SLO: <46.000MB 📉 -11.2%) vs baseline: +4.0%

✅ cache_on

Time: ✅ 0.382µs (SLO: <10.000µs 📉 -96.2%) vs baseline: -0.7%

Memory: ✅ 40.643MB (SLO: <46.000MB 📉 -11.6%) vs baseline: +4.7%

✅ rand - 2/2

✅ rand128bits

Time: ✅ 0.189µs (SLO: <21.000µs 📉 -99.1%) vs baseline: +1.9%

✅ rand64bits

Time: ✅ 0.125µs (SLO: <15.000µs 📉 -99.2%) vs baseline: +6.0%

✅ ratelimiter - 12/12

✅ defaults

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

Memory: ✅ 35.507MB (SLO: <38.000MB -6.6%) vs baseline: +4.2%

✅ high_rate_limit

Time: ✅ 2.417µs (SLO: <10.000µs 📉 -75.8%) vs baseline: +0.2%

Memory: ✅ 35.547MB (SLO: <38.000MB -6.5%) vs baseline: +4.4%

✅ long_window

Time: ✅ 2.355µs (SLO: <10.000µs 📉 -76.4%) vs baseline: +0.5%

Memory: ✅ 35.547MB (SLO: <38.000MB -6.5%) vs baseline: +4.3%

✅ low_rate_limit

Time: ✅ 2.353µs (SLO: <10.000µs 📉 -76.5%) vs baseline: -1.0%

Memory: ✅ 35.566MB (SLO: <38.000MB -6.4%) vs baseline: +4.6%

✅ no_rate_limit

Time: ✅ 0.831µs (SLO: <10.000µs 📉 -91.7%) vs baseline: ~same

Memory: ✅ 35.566MB (SLO: <38.000MB -6.4%) vs baseline: +4.7%

✅ short_window

Time: ✅ 2.501µs (SLO: <10.000µs 📉 -75.0%) vs baseline: -0.2%

Memory: ✅ 35.468MB (SLO: <38.000MB -6.7%) vs baseline: +4.3%

✅ recursivecomputation - 8/8

✅ deep

Time: ✅ 309.736ms (SLO: <320.950ms -3.5%) vs baseline: +0.2%

Memory: ✅ 36.431MB (SLO: <38.750MB -6.0%) vs baseline: +4.4%

✅ deep-profiled

Time: ✅ 330.145ms (SLO: <359.150ms -8.1%) vs baseline: -0.3%

Memory: ✅ 42.369MB (SLO: <46.000MB -7.9%) vs baseline: +5.0%

✅ medium

Time: ✅ 7.132ms (SLO: <7.400ms -3.6%) vs baseline: +0.2%

Memory: ✅ 35.507MB (SLO: <38.000MB -6.6%) vs baseline: +4.0%

✅ shallow

Time: ✅ 0.983ms (SLO: <1.050ms -6.4%) vs baseline: +2.0%

Memory: ✅ 35.488MB (SLO: <38.000MB -6.6%) vs baseline: +3.9%

✅ samplingrules - 8/8

✅ average_match

Time: ✅ 147.720µs (SLO: <290.000µs 📉 -49.1%) vs baseline: -2.5%

Memory: ✅ 35.547MB (SLO: <38.000MB -6.5%) vs baseline: +4.3%

✅ high_match

Time: ✅ 192.950µs (SLO: <480.000µs 📉 -59.8%) vs baseline: -2.2%

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +4.9%

✅ low_match

Time: ✅ 99.857µs (SLO: <120.000µs 📉 -16.8%) vs baseline: -0.3%

Memory: ✅ 707.013MB (SLO: <780.000MB -9.4%) vs baseline: +4.8%

✅ very_low_match

Time: ✅ 2.868ms (SLO: <8.500ms 📉 -66.3%) vs baseline: -2.7%

Memory: ✅ 78.412MB (SLO: <85.000MB -7.8%) vs baseline: +4.9%

✅ sethttpmeta - 32/32

✅ all-disabled

Time: ✅ 10.460µs (SLO: <20.000µs 📉 -47.7%) vs baseline: -0.9%

Memory: ✅ 36.097MB (SLO: <38.750MB -6.8%) vs baseline: +4.4%

✅ all-enabled

Time: ✅ 40.830µs (SLO: <50.000µs 📉 -18.3%) vs baseline: +1.9%

Memory: ✅ 36.038MB (SLO: <38.750MB -7.0%) vs baseline: +4.2%

✅ collectipvariant_exists

Time: ✅ 40.990µs (SLO: <50.000µs 📉 -18.0%) vs baseline: +0.3%

Memory: ✅ 35.960MB (SLO: <38.750MB -7.2%) vs baseline: +3.7%

✅ no-collectipvariant

Time: ✅ 40.067µs (SLO: <50.000µs 📉 -19.9%) vs baseline: -0.3%

Memory: ✅ 35.940MB (SLO: <38.750MB -7.3%) vs baseline: +4.2%

✅ no-useragentvariant

Time: ✅ 38.616µs (SLO: <50.000µs 📉 -22.8%) vs baseline: -0.5%

Memory: ✅ 36.176MB (SLO: <38.750MB -6.6%) vs baseline: +4.9%

✅ obfuscation-no-query

Time: ✅ 40.626µs (SLO: <50.000µs 📉 -18.7%) vs baseline: ~same

Memory: ✅ 35.979MB (SLO: <38.750MB -7.2%) vs baseline: +4.2%

✅ obfuscation-regular-case-explicit-query

Time: ✅ 76.268µs (SLO: <90.000µs 📉 -15.3%) vs baseline: +0.4%

Memory: ✅ 36.372MB (SLO: <38.750MB -6.1%) vs baseline: +4.2%

✅ obfuscation-regular-case-implicit-query

Time: ✅ 76.865µs (SLO: <90.000µs 📉 -14.6%) vs baseline: +0.4%

Memory: ✅ 36.412MB (SLO: <38.750MB -6.0%) vs baseline: +4.5%

✅ obfuscation-send-querystring-disabled

Time: ✅ 155.171µs (SLO: <170.000µs -8.7%) vs baseline: ~same

Memory: ✅ 36.392MB (SLO: <38.750MB -6.1%) vs baseline: +4.3%

✅ obfuscation-worst-case-explicit-query

Time: ✅ 149.508µs (SLO: <160.000µs -6.6%) vs baseline: ~same

Memory: ✅ 36.313MB (SLO: <38.750MB -6.3%) vs baseline: +3.8%

✅ obfuscation-worst-case-implicit-query

Time: ✅ 155.451µs (SLO: <170.000µs -8.6%) vs baseline: -0.3%

Memory: ✅ 36.333MB (SLO: <38.750MB -6.2%) vs baseline: +4.1%

✅ useragentvariant_exists_1

Time: ✅ 39.714µs (SLO: <50.000µs 📉 -20.6%) vs baseline: +0.8%

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

✅ useragentvariant_exists_2

Time: ✅ 40.811µs (SLO: <50.000µs 📉 -18.4%) vs baseline: +0.2%

Memory: ✅ 36.038MB (SLO: <38.750MB -7.0%) vs baseline: +4.2%

✅ useragentvariant_exists_3

Time: ✅ 40.312µs (SLO: <50.000µs 📉 -19.4%) vs baseline: +0.9%

Memory: ✅ 35.979MB (SLO: <38.750MB -7.2%) vs baseline: +3.7%

✅ useragentvariant_not_exists_1

Time: ✅ 39.677µs (SLO: <50.000µs 📉 -20.6%) vs baseline: +0.2%

Memory: ✅ 36.078MB (SLO: <38.750MB -6.9%) vs baseline: +4.3%

✅ useragentvariant_not_exists_2

Time: ✅ 39.537µs (SLO: <50.000µs 📉 -20.9%) vs baseline: -0.8%

Memory: ✅ 36.058MB (SLO: <38.750MB -6.9%) vs baseline: +4.2%

✅ span - 26/26

✅ add-event

Time: ✅ 18.505ms (SLO: <22.500ms 📉 -17.8%) vs baseline: -1.4%

Memory: ✅ 37.513MB (SLO: <53.000MB 📉 -29.2%) vs baseline: +4.3%

✅ add-metrics

Time: ✅ 88.111ms (SLO: <93.500ms -5.8%) vs baseline: -0.6%

Memory: ✅ 42.251MB (SLO: <53.000MB 📉 -20.3%) vs baseline: +4.4%

✅ add-tags

Time: ✅ 143.712ms (SLO: <155.000ms -7.3%) vs baseline: -0.2%

Memory: ✅ 42.166MB (SLO: <53.000MB 📉 -20.4%) vs baseline: +5.0%

✅ get-context

Time: ✅ 17.184ms (SLO: <20.500ms 📉 -16.2%) vs baseline: -0.2%

Memory: ✅ 37.513MB (SLO: <53.000MB 📉 -29.2%) vs baseline: +4.4%

✅ is-recording

Time: ✅ 17.141ms (SLO: <20.500ms 📉 -16.4%) vs baseline: -0.8%

Memory: ✅ 37.591MB (SLO: <53.000MB 📉 -29.1%) vs baseline: +4.4%

✅ record-exception

Time: ✅ 38.069ms (SLO: <41.000ms -7.1%) vs baseline: +0.7%

Memory: ✅ 38.168MB (SLO: <53.000MB 📉 -28.0%) vs baseline: +4.4%

✅ set-status

Time: ✅ 18.890ms (SLO: <22.000ms 📉 -14.1%) vs baseline: -0.1%

Memory: ✅ 37.513MB (SLO: <53.000MB 📉 -29.2%) vs baseline: +4.1%

✅ start

Time: ✅ 17.965ms (SLO: <20.500ms 📉 -12.4%) vs baseline: +5.4%

Memory: ✅ 37.493MB (SLO: <53.000MB 📉 -29.3%) vs baseline: +4.2%

✅ start-finish

Time: ✅ 53.239ms (SLO: <56.000ms -4.9%) vs baseline: -0.4%

Memory: ✅ 35.527MB (SLO: <38.000MB -6.5%) vs baseline: +4.2%

✅ start-finish-telemetry

Time: ✅ 54.541ms (SLO: <58.000ms -6.0%) vs baseline: ~same

Memory: ✅ 35.586MB (SLO: <38.000MB -6.4%) vs baseline: +4.5%

✅ start-finish-traceid128

Time: ✅ 56.018ms (SLO: <60.000ms -6.6%) vs baseline: -0.5%

Memory: ✅ 35.507MB (SLO: <38.000MB -6.6%) vs baseline: +4.1%

✅ start-traceid128

Time: ✅ 17.047ms (SLO: <22.500ms 📉 -24.2%) vs baseline: -0.2%

Memory: ✅ 37.532MB (SLO: <53.000MB 📉 -29.2%) vs baseline: +4.5%

✅ update-name

Time: ✅ 17.595ms (SLO: <22.000ms 📉 -20.0%) vs baseline: ~same

Memory: ✅ 37.493MB (SLO: <53.000MB 📉 -29.3%) vs baseline: +4.2%

✅ telemetryaddmetric - 30/30

✅ 1-count-metric-1-times

Time: ✅ 2.228µs (SLO: <20.000µs 📉 -88.9%) vs baseline: +7.7%

Memory: ✅ 35.665MB (SLO: <38.000MB -6.1%) vs baseline: +4.7%

✅ 1-count-metrics-100-times

Time: ✅ 149.358µs (SLO: <220.000µs 📉 -32.1%) vs baseline: +0.2%

Memory: ✅ 35.645MB (SLO: <38.000MB -6.2%) vs baseline: +4.7%

✅ 1-distribution-metric-1-times

Time: ✅ 2.451µs (SLO: <20.000µs 📉 -87.7%) vs baseline: +2.8%

Memory: ✅ 35.527MB (SLO: <38.000MB -6.5%) vs baseline: +4.2%

✅ 1-distribution-metrics-100-times

Time: ✅ 164.880µs (SLO: <230.000µs 📉 -28.3%) vs baseline: +1.3%

Memory: ✅ 35.586MB (SLO: <38.000MB -6.4%) vs baseline: +4.2%

✅ 1-gauge-metric-1-times

Time: ✅ 1.928µs (SLO: <20.000µs 📉 -90.4%) vs baseline: -2.1%

Memory: ✅ 35.547MB (SLO: <38.000MB -6.5%) vs baseline: +4.2%

✅ 1-gauge-metrics-100-times

Time: ✅ 134.822µs (SLO: <150.000µs 📉 -10.1%) vs baseline: -0.7%

Memory: ✅ 35.468MB (SLO: <38.000MB -6.7%) vs baseline: +4.1%

✅ 1-rate-metric-1-times

Time: ✅ 2.211µs (SLO: <20.000µs 📉 -88.9%) vs baseline: +1.1%

Memory: ✅ 35.586MB (SLO: <38.000MB -6.4%) vs baseline: +4.6%

✅ 1-rate-metrics-100-times

Time: ✅ 162.385µs (SLO: <250.000µs 📉 -35.0%) vs baseline: ~same

Memory: ✅ 35.507MB (SLO: <38.000MB -6.6%) vs baseline: +4.2%

✅ 100-count-metrics-100-times

Time: ✅ 15.200ms (SLO: <22.000ms 📉 -30.9%) vs baseline: +1.7%

Memory: ✅ 35.547MB (SLO: <38.000MB -6.5%) vs baseline: +4.2%

✅ 100-distribution-metrics-100-times

Time: ✅ 1.725ms (SLO: <2.550ms 📉 -32.3%) vs baseline: ~same

Memory: ✅ 35.625MB (SLO: <38.000MB -6.2%) vs baseline: +4.5%

✅ 100-gauge-metrics-100-times

Time: ✅ 1.409ms (SLO: <1.550ms -9.1%) vs baseline: +1.1%

Memory: ✅ 35.586MB (SLO: <38.000MB -6.4%) vs baseline: +4.6%

✅ 100-rate-metrics-100-times

Time: ✅ 1.676ms (SLO: <2.550ms 📉 -34.3%) vs baseline: +0.4%

Memory: ✅ 35.704MB (SLO: <38.000MB -6.0%) vs baseline: +4.7%

✅ flush-1-metric

Time: ✅ 3.625µs (SLO: <20.000µs 📉 -81.9%) vs baseline: -1.7%

Memory: ✅ 35.566MB (SLO: <38.000MB -6.4%) vs baseline: +4.5%

✅ flush-100-metrics

Time: ✅ 176.611µs (SLO: <250.000µs 📉 -29.4%) vs baseline: +2.2%

Memory: ✅ 35.566MB (SLO: <38.000MB -6.4%) vs baseline: +4.4%

✅ flush-1000-metrics

Time: ✅ 2.189ms (SLO: <2.500ms 📉 -12.5%) vs baseline: +1.1%

Memory: ✅ 36.372MB (SLO: <38.750MB -6.1%) vs baseline: +4.4%

✅ tracer - 6/6

✅ large

Time: ✅ 31.549ms (SLO: <32.950ms -4.3%) vs baseline: +0.7%

Memory: ✅ 36.667MB (SLO: <39.250MB -6.6%) vs baseline: +4.1%

✅ medium

Time: ✅ 3.098ms (SLO: <3.200ms -3.2%) vs baseline: ~same

Memory: ✅ 35.448MB (SLO: <38.750MB -8.5%) vs baseline: +4.0%

✅ small

Time: ✅ 361.486µs (SLO: <370.000µs -2.3%) vs baseline: +4.1%

Memory: ✅ 35.547MB (SLO: <38.750MB -8.3%) vs baseline: +4.4%

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

Add AI Guard hook provider for Strands Agents

f81086b

Co-authored-by: RamyElkest <1733553+RamyElkest@users.noreply.github.com>

datadog-datadog-prod-us1 bot added the Bits AI label Feb 17, 2026

datadog-official bot added 2 commits February 17, 2026 16:03

Merge branch 'main' into dd/ramy.elkest/ai-guard-strands-hooks

481b0a0

Merge branch 'main' into dd/ramy.elkest/ai-guard-strands-hooks

174cab3

Conversation

RamyElkest commented Feb 17, 2026

Description

Testing

Risks

Additional Notes

Uh oh!

datadog-datadog-prod-us1 bot commented Feb 17, 2026 • edited by datadog-official bot Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

Uh oh!

cit-pr-commenter-54b7da bot commented Feb 17, 2026

Codeowners resolved as

Uh oh!

RamyElkest commented Feb 17, 2026

Uh oh!

chatgpt-codex-connector bot commented Feb 17, 2026

Uh oh!

RamyElkest commented Feb 17, 2026

Uh oh!

chatgpt-codex-connector bot commented Feb 17, 2026

Uh oh!

datadog-official bot commented Feb 17, 2026 • edited by datadog-datadog-prod-us1 bot Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

⚠️ Warnings

ℹ️ Info

Uh oh!

pr-commenter bot commented Feb 17, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

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

datadog-datadog-prod-us1 bot commented Feb 17, 2026 •

edited by datadog-official bot

Loading

datadog-official bot commented Feb 17, 2026 •

edited by datadog-datadog-prod-us1 bot

Loading

pr-commenter bot commented Feb 17, 2026 •

edited

Loading