chore(dev): ai development rules

[ZStriker19]

Checklist

• [ ] PR author has checked that all the criteria below are met
• The PR description includes an overview of the change
• The PR description articulates the motivation for the change
• The change includes tests OR the PR description describes a testing strategy
• The PR description notes risks associated with the change, if any
• Newly-added code is easy to change
• The change follows the library release note guidelines
• The change includes or references documentation updates if necessary
• Backport labels are set (if applicable)

Reviewer Checklist

• [ ] Reviewer has checked that all the criteria below are met
• Title is accurate
• All changes are related to the pull request's stated goal
• Avoids breaking API changes
• Testing strategy adequately addresses listed risks
• Newly-added code is easy to change
• Release note makes sense to a user of the library
• If necessary, author has acknowledged and discussed the performance implications of this PR as reported in the benchmarks PR comment
• Backport labels are set in a manner that is consistent with the release branch maintenance policy

[github-actions[bot]]

CODEOWNERS have been resolved as:

.cursor/dd-trace-py.mdc                                                 @DataDog/apm-core-python
AI_GUIDELINES.md                                                        @DataDog/apm-core-python
CLAUDE.md                                                               @DataDog/apm-core-python
scripts/generate_ai_docs.py                                             @DataDog/apm-core-python
.gitignore                                                              @DataDog/apm-core-python

[github-actions[bot]]

Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 280 ± 5 ms.

The average import time from base is: 289 ± 6 ms.

The import time difference between this PR and base is: -8.8 ± 0.2 ms.

Import time breakdown

The following import paths have shrunk:

ddtrace.auto 3.064 ms (1.09%)

ddtrace.bootstrap.sitecustomize 2.233 ms (0.80%)

ddtrace.bootstrap.preload 2.057 ms (0.73%)

ddtrace.internal.remoteconfig.client 0.778 ms (0.28%)

multiprocessing.sharedctypes 0.166 ms (0.06%)

multiprocessing.heap 0.166 ms (0.06%)

mmap 0.166 ms (0.06%)

ddtrace.settings.dynamic_instrumentation 0.031 ms (0.01%)

ddtrace 0.831 ms (0.30%)

ddtrace.internal._unpatched 0.151 ms (0.05%)

subprocess 0.113 ms (0.04%)

contextlib 0.113 ms (0.04%)

json 0.038 ms (0.01%)

json.decoder 0.038 ms (0.01%)

re 0.038 ms (0.01%)

enum 0.038 ms (0.01%)

types 0.038 ms (0.01%)

ddtrace._logger 0.021 ms (0.01%)

ddtrace.internal.telemetry 0.021 ms (0.01%)

ddtrace.settings._agent 0.021 ms (0.01%)

ddtrace.settings 0.021 ms (0.01%)

ddtrace.settings.integration 0.021 ms (0.01%)

ddtrace.vendor.debtcollector 0.021 ms (0.01%)

ddtrace.vendor 0.021 ms (0.01%)

ddtrace.internal.module 0.021 ms (0.01%)

ddtrace.internal.wrapping.context 0.021 ms (0.01%)

ddtrace.internal.utils.inspection 0.021 ms (0.01%)

[pr-commenter[bot]]

Benchmarks

Benchmark execution time: 2025-06-16 22:07:40

Comparing candidate commit e241689450452ac9434df1f2d67545d5b5f031bc in PR branch zachg/ai_dev_rules with baseline commit d30bcd7b50bc9c33429ccc37eb46d6f8bf2d65ec in branch main.

Found 0 performance improvements and 3 performance regressions! Performance is the same for 558 metrics, 3 unstable metrics.

scenario:iastaspects-format_map_aspect

• 🟥 execution_time [+406.352ns; +461.603ns] or [+12.546%; +14.252%]

scenario:iastaspectsospath-ospathsplit_aspect

• 🟥 execution_time [+769.455ns; +883.984ns] or [+16.013%; +18.396%]

scenario:telemetryaddmetric-flush-1-metric

• 🟥 execution_time [+292.084ns; +444.817ns] or [+7.036%; +10.716%]

[github-actions[bot]]

This pull request has been automatically closed after a period of inactivity. After this much time, it will likely be easier to open a new pull request with the same changes than to update this one from the base branch. Please comment or reopen if you think this pull request was closed in error.