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docs(skills): condense APM guidance around source contracts - #10876

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@BridgeAR

@BridgeAR BridgeAR commented Oct 22, 2026 •

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Integration guidance can drift from source contracts and registered package versions. Static checks make stale references and incomplete dependency pins fail lint before agents use them.

The serverless skill now routes invocation-root work through the platform source owners and deployment checks.

Integration guidance can drift from source contracts and registered package
versions. Static checks make stale references and incomplete dependency pins
fail lint before agents use them.
@dd-octo-sts

dd-octo-sts Bot commented Oct 22, 2026 •

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Overall package size

Self size: 9.64 MB
Deduped: 10.39 MB
No deduping: 10.39 MB

Dependency sizes | name | version | self size | total size | |------|---------|-----------|------------| | import-in-the-middle | 3.5.1 | 127.66 kB | 528.28 kB | | opentracing | 0.14.7 | 194.81 kB | 194.81 kB | | dc-polyfill | 0.1.11 | 25.74 kB | 25.74 kB |

🤖 This report was automatically generated by heaviest-objects-in-the-universe

@datadog-datadog-us1-prod

datadog-datadog-us1-prod Bot commented Oct 22, 2026 •

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Pipelines  Tests

❌ Errors

Your PR has failed checks. Please review the issues below and take necessary action before merging.

🚦 1 Pipeline job failed

All Green | all-green

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ℹ️ Info

No other issues found (see more)

🧪 All tests passed
❄️ No new flaky tests detected

Useful? React with 👍 / 👎

This comment will be updated automatically if new data arrives.
🔗 Commit SHA: 8bad3c0 | Docs | View more details | Give us feedback!

@codecov

codecov Bot commented Oct 22, 2026 •

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Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 98.91%. Comparing base (8bad3c0) to head (c9e1f34).

Additional details and impacted files
@@                                Coverage Diff                                @@
##           BridgeAR/2026-07-29-integration-skills-audit   #10876       +/-   ##
=================================================================================
+ Coverage                                         88.71%   98.91%   +10.20%     
=================================================================================
  Files                                              1059     1069       +10     
  Lines                                            170168   175102     +4934     
  Branches                                             72       72               
=================================================================================
+ Hits                                             150959   173205    +22246     
+ Misses                                            19208     1896    -17312     
  Partials                                              1        1               
Flag Coverage Δ
ai-guard 63.67% <ø> (ø)
apm-capabilities 54.74% <ø> (ø)
apm-integrations 80.86% <ø> (ø)
appsec 57.20% <ø> (ø)
debugger 70.89% <ø> (ø)
instrumentation 55.28% <ø> (-0.01%) ⬇️
llmobs 81.41% <ø> (ø)
master-coverage ?
openfeature 67.38% <ø> (ø)
platform 68.42% <ø> (ø)
profiling 65.91% <ø> (ø)
serverless 64.90% <ø> (ø)
test-optimization 81.99% <ø> (?)

Flags with carried forward coverage won't be shown. Click here to find out more.

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@pr-commenter

pr-commenter Bot commented Oct 22, 2026 •

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Benchmarks

Benchmark execution time: 2026-10-22 12:00:18

Comparing candidate commit 8bad3c0 in PR branch BridgeAR/2026-10-22-apm-integration-skills with baseline commit 8f86507 in branch master.

📊 Benchmarking dashboard

Found 0 performance improvements and 0 performance regressions! Performance is the same for 2450 metrics, 7 unstable metrics.

Explanation

This is an A/B test comparing a candidate commit's performance against that of a baseline commit. Performance changes are noted in the tables below as:

  • 🟩 = significantly better candidate vs. baseline
  • 🟥 = significantly worse candidate vs. baseline

We compute a confidence interval (CI) over the relative difference of means between metrics from the candidate and baseline commits, considering the baseline as the reference.

If the CI is entirely outside the configured SIGNIFICANT_IMPACT_THRESHOLD (or the deprecated UNCONFIDENCE_THRESHOLD), the change is considered significant.

Feel free to reach out to #apm-benchmarking-platform on Slack if you have any questions.

More details about the CI and significant changes

You can imagine this CI as a range of values that is likely to contain the true difference of means between the candidate and baseline commits.

CIs of the difference of means are often centered around 0%, because often changes are not that big:

---------------------------------(------|---^--------)-------------------------------->
                              -0.6%    0%  0.3%     +1.2%
                                 |          |        |
         lower bound of the CI --'          |        |
sample mean (center of the CI) -------------'        |
         upper bound of the CI ----------------------'

As described above, a change is considered significant if the CI is entirely outside the configured SIGNIFICANT_IMPACT_THRESHOLD (or the deprecated UNCONFIDENCE_THRESHOLD).

For instance, for an execution time metric, this confidence interval indicates a significantly worse performance:

----------------------------------------|---------|---(---------^---------)---------->
                                       0%        1%  1.3%      2.2%      3.1%
                                                  |   |         |         |
       significant impact threshold --------------'   |         |         |
                      lower bound of CI --------------'         |         |
       sample mean (center of the CI) --------------------------'         |
                      upper bound of CI ----------------------------------'

Unstable benchmarks

These benchmarks have a confidence interval too wide to call a change; treat them as noise rather than signal.

scenario:appsec-appsec-enabled-20

  • unstable max_rss_usage [-69.814MB; +44.610MB] or [-24.956%; +15.946%]

scenario:appsec-iast-with-vulnerability-iast-enabled-default-config-20

  • unstable max_rss_usage [-45.793MB; +54.711MB] or [-13.001%; +15.533%]

scenario:appsec-iast-with-vulnerability-iast-enabled-default-config-26

  • unstable max_rss_usage [-12.121MB; +21.539MB] or [-3.923%; +6.972%]

scenario:encoders-0.4-immediate-flush-20

  • unstable max_rss_usage [-2.010MB; +7.069MB] or [-2.357%; +8.292%]

scenario:openfeature-scale-full-24

  • unstable max_rss_usage [-12.475MB; +19.169MB] or [-3.966%; +6.094%]

scenario:openfeature-scale-full-26

  • unstable max_rss_usage [-36.932MB; +24.225MB] or [-14.612%; +9.585%]

scenario:plugin-graphql-long-with-depth-on-max-26

  • unstable max_rss_usage [-4.809MB; +32.755MB] or [-1.917%; +13.054%]

@BridgeAR
BridgeAR changed the base branch from BridgeAR/2026-07-29-integration-skills-audit to master October 22, 2026 11:43
@BridgeAR
BridgeAR force-pushed the BridgeAR/2026-10-22-apm-integration-skills branch from c9e1f34 to 8bad3c0 Compare October 22, 2026 11:45

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