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v5.118.0 proposal - #9519

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tlhunter merged 21 commits into
v5.xfrom
v5.118.0-proposal
Jul 27, 2026
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v5.118.0 proposal#9519
tlhunter merged 21 commits into
v5.xfrom
v5.118.0-proposal

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@dd-octo-sts

@dd-octo-sts dd-octo-sts Bot commented Jul 24, 2026

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Features

  • LLM Observability: Add support for OpenAI Agents (trace-processor) #8044
  • span-stats: Encode SpanKind and GRPCStatusCode in v0.6 stats payload #9190

Fixes

  • Feature Flags: Allow custom agentless endpoints #9481
  • General: Make peer service finalization idempotent #9364
  • LLM Observability: Address OpenAI Agents review feedback #9526
  • LLM Observability: Format AI SDK rich tool results #9399
  • LLM Observability: Llm observability traces have custom trace IDs #9460
  • standalone: Stamp _dd.apm.enabled on every span #9506
  • Test Optimization: Harden validation workflow #9431
  • Test Optimization: Reject malformed settings policies #9362
  • webpack: Opt out of typescript auto resolve #9521

Internal (CI, Testing, Benchmarking)

  • aws-sdk: Disable clock skew correction in the Lambda spec #9537
  • release: Exclude release proposal branches from license auto-commit #9522
  • Test Optimization: Cover worker thread preload #9528

BridgeAR and others added 6 commits July 24, 2026 05:58
* test: stop peer service checks racing operation spans

The shared helper started the operation before registering its trace expectation and only inspected the first span of each payload. MongoDB connection traffic could therefore consume the payload containing the expected operation span, leaving the test to time out.

* test: bind peer service checks to their operation spans

Delayed setup traces can carry the same peer-service tags as the operation under test, allowing the shared matcher to pass without observing that operation. Run each generator under a unique parent and match its child span instead.

Generator throws and invalid return values can bypass assertion cleanup. Keep the whole operation inside the cleanup boundary so the original failure is not replaced by a leaked-expectation teardown error.

* test: match peer service spans by trace

Peer-service spans can be nested below integration spans, so requiring a direct parent excluded valid operations. Match the generated trace to keep setup traffic isolated without constraining span depth.

* test: stop correlation spans delaying trace export

Keeping the correlation parent open until the operation settled delayed trace export. Integrations that publish duplicate finish notifications could then recompute `_dd.peer.service.source` before the trace was sent.

* fix(tracing): make peer service finalization idempotent

Repeated finish notifications can reach an outbound span before an ancestor lets the trace flush. The second pass treats the computed peer service as preconfigured and rewrites its source to `peer.service`; an existing source now marks finalization.

The peer-service assertion keeps its correlation parent open through completion and matches the integration component, so delayed setup traces and spans from another integration cannot satisfy it.

* test(mongodb): target bulkWrite peer service parent
…with 5 updates (#9478)

* chore(deps): bump the gh-actions-packages group across 6 directories with 5 updates

Bumps the gh-actions-packages group with 4 updates in the / directory: [actions/checkout](https://github.com/actions/checkout), [github/codeql-action/init](https://github.com/github/codeql-action), [github/codeql-action/analyze](https://github.com/github/codeql-action) and [slackapi/slack-github-action](https://github.com/slackapi/slack-github-action).
Bumps the gh-actions-packages group with 1 update in the /.github/actions/datadog-ci directory: [actions/setup-node](https://github.com/actions/setup-node).
Bumps the gh-actions-packages group with 1 update in the /.github/actions/node/setup directory: [actions/setup-node](https://github.com/actions/setup-node).
Bumps the gh-actions-packages group with 1 update in the /.github/actions/testagent/logs directory: [actions/checkout](https://github.com/actions/checkout).
Bumps the gh-actions-packages group with 1 update in the /.github/actions/testagent/start directory: [actions/checkout](https://github.com/actions/checkout).
Bumps the gh-actions-packages group with 4 updates in the /.github/workflows directory: [actions/checkout](https://github.com/actions/checkout), [github/codeql-action/init](https://github.com/github/codeql-action), [github/codeql-action/analyze](https://github.com/github/codeql-action) and [slackapi/slack-github-action](https://github.com/slackapi/slack-github-action).

Updates `actions/checkout` from 7.0.0 to 7.0.1
- [Release notes](https://github.com/actions/checkout/releases)
- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)
- [Commits](actions/checkout@9c091bb...3d3c42e)

Updates `github/codeql-action/init` from 4.37.0 to 4.37.1
- [Release notes](https://github.com/github/codeql-action/releases)
- [Changelog](https://github.com/github/codeql-action/blob/main/CHANGELOG.md)
- [Commits](github/codeql-action@99df26d...7188fc3)

Updates `github/codeql-action/analyze` from 4.37.0 to 4.37.1
- [Release notes](https://github.com/github/codeql-action/releases)
- [Changelog](https://github.com/github/codeql-action/blob/main/CHANGELOG.md)
- [Commits](github/codeql-action@99df26d...7188fc3)

Updates `slackapi/slack-github-action` from 3.0.4 to 4.0.0
- [Release notes](https://github.com/slackapi/slack-github-action/releases)
- [Changelog](https://github.com/slackapi/slack-github-action/blob/main/CHANGELOG.md)
- [Commits](slackapi/slack-github-action@fc46ded...dcb1066)

Updates `actions/setup-node` from 6.4.0 to 7.0.0
- [Release notes](https://github.com/actions/setup-node/releases)
- [Commits](actions/setup-node@48b55a0...8207627)

Updates `actions/setup-node` from 6.4.0 to 7.0.0
- [Release notes](https://github.com/actions/setup-node/releases)
- [Commits](actions/setup-node@48b55a0...8207627)

Updates `actions/checkout` from 7.0.0 to 7.0.1
- [Release notes](https://github.com/actions/checkout/releases)
- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)
- [Commits](actions/checkout@9c091bb...3d3c42e)

Updates `actions/checkout` from 7.0.0 to 7.0.1
- [Release notes](https://github.com/actions/checkout/releases)
- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)
- [Commits](actions/checkout@9c091bb...3d3c42e)

Updates `actions/checkout` from 7.0.0 to 7.0.1
- [Release notes](https://github.com/actions/checkout/releases)
- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)
- [Commits](actions/checkout@9c091bb...3d3c42e)

Updates `github/codeql-action/init` from 4.37.0 to 4.37.1
- [Release notes](https://github.com/github/codeql-action/releases)
- [Changelog](https://github.com/github/codeql-action/blob/main/CHANGELOG.md)
- [Commits](github/codeql-action@99df26d...7188fc3)

Updates `github/codeql-action/analyze` from 4.37.0 to 4.37.1
- [Release notes](https://github.com/github/codeql-action/releases)
- [Changelog](https://github.com/github/codeql-action/blob/main/CHANGELOG.md)
- [Commits](github/codeql-action@99df26d...7188fc3)

Updates `slackapi/slack-github-action` from 3.0.4 to 4.0.0
- [Release notes](https://github.com/slackapi/slack-github-action/releases)
- [Changelog](https://github.com/slackapi/slack-github-action/blob/main/CHANGELOG.md)
- [Commits](slackapi/slack-github-action@fc46ded...dcb1066)

---
updated-dependencies:
- dependency-name: actions/checkout
  dependency-version: 7.0.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: gh-actions-packages
- dependency-name: github/codeql-action/init
  dependency-version: 4.37.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: gh-actions-packages
- dependency-name: github/codeql-action/analyze
  dependency-version: 4.37.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: gh-actions-packages
- dependency-name: slackapi/slack-github-action
  dependency-version: 4.0.0
  dependency-type: direct:production
  update-type: version-update:semver-major
  dependency-group: gh-actions-packages
- dependency-name: actions/setup-node
  dependency-version: 7.0.0
  dependency-type: direct:production
  update-type: version-update:semver-major
  dependency-group: gh-actions-packages
- dependency-name: actions/setup-node
  dependency-version: 7.0.0
  dependency-type: direct:production
  update-type: version-update:semver-major
  dependency-group: gh-actions-packages
- dependency-name: actions/checkout
  dependency-version: 7.0.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: gh-actions-packages
- dependency-name: actions/checkout
  dependency-version: 7.0.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: gh-actions-packages
- dependency-name: actions/checkout
  dependency-version: 7.0.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: gh-actions-packages
- dependency-name: github/codeql-action/init
  dependency-version: 4.37.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: gh-actions-packages
- dependency-name: github/codeql-action/analyze
  dependency-version: 4.37.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: gh-actions-packages
- dependency-name: slackapi/slack-github-action
  dependency-version: 4.0.0
  dependency-type: direct:production
  update-type: version-update:semver-major
  dependency-group: gh-actions-packages
...

Signed-off-by: dependabot[bot] <support@github.com>

* attempt to fix jobs

---------

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Thomas Hunter II <tlhunter@datadog.com>
* feat(llmobs): add OpenAI Agents trace-processor integration

* ci(llmobs): test OpenAI Agents integration
* separate llmobs trace ids

* update exportSpan

* tests

* add tagger test

* additional fixups

* update tests from rebase
* fix(openfeature): support custom agentless endpoints

* fix(openfeature): never send API keys to custom endpoints

* fix(openfeature): clarify default endpoint error
@dd-octo-sts

dd-octo-sts Bot commented Jul 24, 2026

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Overall package size

Self size: 7.48 MB
Deduped: 8.14 MB
No deduping: 8.14 MB

Dependency sizes | name | version | self size | total size | |------|---------|-----------|------------| | import-in-the-middle | 3.3.2 | 124.41 kB | 440.65 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-prod-us1-5

datadog-prod-us1-5 Bot commented Jul 24, 2026

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Tests

🎉 All green!

🧪 All tests passed
❄️ No new flaky tests detected

🎯 Code Coverage (details)
Patch Coverage: 99.66%
Overall Coverage: 98.46%

This comment will be updated automatically if new data arrives.
🔗 Commit SHA: f45dcb9 | Docs | Datadog PR Page | Give us feedback!

@codecov

codecov Bot commented Jul 24, 2026

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Codecov Report

❌ Patch coverage is 97.75281% with 6 lines in your changes missing coverage. Please review.
✅ Project coverage is 98.46%. Comparing base (6b35e7d) to head (f45dcb9).
⚠️ Report is 1922 commits behind head on v5.x.

Files with missing lines Patch % Lines
...ages/datadog-instrumentations/src/openai-agents.js 96.22% 6 Missing ⚠️
Additional details and impacted files
@@             Coverage Diff             @@
##             v5.x    #9519       +/-   ##
===========================================
+ Coverage   83.19%   98.46%   +15.27%     
===========================================
  Files         476      948      +472     
  Lines       20153   128578   +108425     
  Branches        0    11055    +11055     
===========================================
+ Hits        16766   126604   +109838     
+ Misses       3387     1974     -1413     
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@sabrenner
sabrenner marked this pull request as ready for review July 24, 2026 15:46
@sabrenner
sabrenner requested review from a team as code owners July 24, 2026 15:46
@sabrenner
sabrenner requested review from dd-oleksii, khanayan123, leoromanovsky, shreyamalpani and tlhunter and removed request for a team July 24, 2026 15:47

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Datadog Autotest: PASS

More details

The changed LLMObs propagation, OpenFeature endpoint, peer-service finalization, and OpenAI Agents helper paths behaved correctly across targeted normal, boundary, malformed, and propagation scenarios. The full OpenAI Agents versioned integration suite could not run because its local version fixtures are not materialized, so that path remains the main validation gap.

Was this helpful? React 👍 or 👎

📊 Validated against 10 scenarios · Open Bits AI session

🤖 Datadog Autotest · Commit 9b61525 · What is Autotest? · @DataDog review to ask questions · Any feedback? Reach out in #autotest

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💡 Codex Review

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Reviewed commit: 9b61525319

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Comment thread packages/datadog-plugin-openai-agents/src/integration.js
Comment thread packages/datadog-plugin-openai-agents/src/processor.js
Comment thread packages/dd-trace/src/llmobs/plugins/openai-agents/utils.js Outdated
Comment thread packages/datadog-plugin-openai-agents/src/integration.js Outdated
Comment thread packages/datadog-plugin-openai-agents/src/integration.js

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💡 Codex Review

Here are some automated review suggestions for this pull request.

Reviewed commit: 9b61525319

ℹ️ About Codex in GitHub

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

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Comment thread packages/datadog-plugin-openai-agents/src/integration.js
Comment thread packages/datadog-plugin-openai-agents/src/processor.js
Comment thread packages/dd-trace/src/llmobs/plugins/openai-agents/utils.js Outdated
Comment thread packages/datadog-plugin-openai-agents/src/integration.js Outdated
Comment thread packages/datadog-plugin-openai-agents/src/integration.js
@dd-octo-sts
dd-octo-sts Bot force-pushed the v5.118.0-proposal branch from 9b61525 to 376fc9b Compare July 24, 2026 16:29
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Benchmarks

Benchmark execution time: 2026-07-27 20:12:18

Comparing candidate commit f45dcb9 in PR branch v5.118.0-proposal with baseline commit 9c6a17b in branch v5.x.

📊 Benchmarking dashboard

Found 3 performance improvements and 0 performance regressions! Performance is the same for 2309 metrics, 46 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 ----------------------------------'

scenario:llmobs-span-processor-agent-26

  • 🟩 cpu_user_time [-453.986ms; -167.187ms] or [-11.331%; -4.173%]
  • 🟩 execution_time [-480.129ms; -177.696ms] or [-11.558%; -4.278%]
  • 🟩 throughput [+9688.241op/s; +26463.537op/s] or [+4.192%; +11.452%]

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 execution_time [-234.734ms; +240.147ms] or [-6.251%; +6.395%]

scenario:appsec-appsec-enabled-24

  • unstable execution_time [-213.114ms; +215.805ms] or [-7.978%; +8.079%]

scenario:appsec-appsec-enabled-26

  • unstable execution_time [-230.640ms; +228.623ms] or [-9.071%; +8.991%]

scenario:appsec-appsec-enabled-with-attacks-24

  • unstable execution_time [-158.270ms; +162.977ms] or [-5.100%; +5.251%]

scenario:appsec-appsec-enabled-with-attacks-26

  • unstable execution_time [-188.612ms; +180.423ms] or [-6.491%; +6.209%]

scenario:appsec-control-20

  • unstable cpu_user_time [-66.393ms; +74.731ms] or [-4.985%; +5.611%]
  • unstable execution_time [-187.786ms; +191.315ms] or [-10.460%; +10.657%]

scenario:appsec-control-24

  • unstable execution_time [-113.117ms; +115.463ms] or [-9.101%; +9.290%]

scenario:appsec-control-26

  • unstable execution_time [-119.763ms; +115.730ms] or [-9.706%; +9.380%]

scenario:child_process-shell-string-24

  • unstable execution_time [-14.371ms; +30.842ms] or [-4.446%; +9.542%]
  • unstable throughput [-251217.544op/s; +121545.817op/s] or [-6.916%; +3.346%]

scenario:debugger-line-probe-with-snapshot-default-26

  • unstable cpu_user_time [-2991.033ms; +2979.025ms] or [-29.842%; +29.722%]
  • unstable execution_time [-2991.464ms; +3004.897ms] or [-27.804%; +27.929%]
  • unstable instructions [-26041.7M instructions; +26071.7M instructions] or [-31.085%; +31.121%]
  • unstable max_rss_usage [-10499.466KB; +10050.666KB] or [-6.551%; +6.271%]
  • unstable throughput [-648.644op/s; +639.303op/s] or [-20.842%; +20.541%]

scenario:debugger-line-probe-with-snapshot-minimal-24

  • unstable cpu_user_time [-1619.657ms; +508.108ms] or [-19.821%; +6.218%]
  • unstable execution_time [-1656.556ms; +550.179ms] or [-18.634%; +6.189%]
  • unstable instructions [-13.8G instructions; +4.2G instructions] or [-20.717%; +6.350%]
  • unstable throughput [-153.344op/s; +458.427op/s] or [-4.146%; +12.394%]

scenario:debugger-line-probe-with-snapshot-minimal-26

  • unstable cpu_user_time [-3976.440ms; +2412.532ms] or [-36.976%; +22.434%]
  • unstable execution_time [-3982.266ms; +2390.428ms] or [-34.583%; +20.759%]
  • unstable instructions [-35.1G instructions; +21.5G instructions] or [-38.780%; +23.725%]
  • unstable max_rss_usage [-13.997MB; +8.416MB] or [-8.551%; +5.142%]
  • unstable throughput [-514.354op/s; +843.206op/s] or [-17.398%; +28.522%]

scenario:debugger-line-probe-without-snapshot-26

  • unstable cpu_user_time [-2094.562ms; +3364.986ms] or [-22.333%; +35.880%]
  • unstable execution_time [-2221.703ms; +3485.827ms] or [-21.999%; +34.516%]
  • unstable instructions [-18.7G instructions; +29.9G instructions] or [-23.967%; +38.178%]
  • unstable max_rss_usage [-6.635MB; +12.028MB] or [-4.190%; +7.595%]
  • unstable throughput [-742.586op/s; +478.244op/s] or [-22.804%; +14.686%]

scenario:dogstatsd-aggregated-26

  • unstable execution_time [-50.421ms; +78.243ms] or [-4.990%; +7.743%]

scenario:dogstatsd-with-tags-20

  • unstable cpu_user_time [-107.251ms; +590.374ms] or [-2.235%; +12.301%]
  • unstable execution_time [-108.769ms; +587.006ms] or [-2.231%; +12.040%]
  • unstable throughput [-201329.722op/s; +37878.309op/s] or [-11.686%; +2.199%]

scenario:plugin-graphql-long-with-depth-and-collapse-off-20

  • unstable max_rss_usage [-19.133MB; +26.579MB] or [-4.931%; +6.850%]

scenario:plugin-graphql-long-with-depth-on-max-20

  • unstable cpu_user_time [-577.893ms; +636.469ms] or [-5.022%; +5.531%]
  • unstable execution_time [-591.092ms; +637.926ms] or [-5.033%; +5.432%]
  • unstable throughput [-3.733op/s; +3.471op/s] or [-5.448%; +5.066%]

scenario:plugin-pg-service-20

  • unstable cpu_usage_percentage [-6.614%; +4.099%]
  • unstable execution_time [-93.117ms; +146.631ms] or [-5.772%; +9.089%]
  • unstable throughput [-259801.010op/s; +165641.033op/s] or [-6.926%; +4.416%]

scenario:plugin-pg-service-24

  • unstable cpu_usage_percentage [-9.356%; +5.972%]
  • unstable execution_time [-140.507ms; +242.422ms] or [-8.200%; +14.148%]
  • unstable throughput [-357719.342op/s; +201551.013op/s] or [-10.078%; +5.678%]

scenario:propagation-inject-24

  • unstable execution_time [-41.522ms; +69.715ms] or [-3.797%; +6.375%]

scenario:test-optimization-large-suite-20

  • unstable max_rss_usage [-5.367MB; +3.323MB] or [-6.758%; +4.184%]

leoromanovsky
leoromanovsky previously approved these changes Jul 24, 2026

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ffe lgtm

…yload (#9190)

* feat(span-stats): encode SpanKind and GRPCStatusCode in v0.6 stats payload

The Agent's msgpack decoder supports SpanKind and GRPCStatusCode fields
but the encoder was never wired to send them, so spans differing only by
span kind or gRPC status were silently merged at the tracer level. This
adds both fields to the aggregation key, serializes them via toJSON(),
and encodes them in SpanStatsEncoder (map prefix 15 → 17).

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* chore(span-stats): add GRPC_STATUS_CODE to ext/tags TypeScript declaration

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix(span-stats): normalize GRPCStatusCode to numeric string to match Agent convention

The Agent's parseGRPCStatusString always produces numeric strings (e.g. "14"
for UNAVAILABLE). String status names like "NOT_FOUND" are now converted to
their numeric equivalents ("5") so client-computed stats aggregate correctly
with Agent-computed stats.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix(span-stats): check OTel gRPC status aliases rpc.grpc.status_code and rpc.response.status_code

The OTel bridge stores attributes under their original key, so gRPC status
set via rpc.grpc.status_code or rpc.response.status_code was silently
dropped from GRPCStatusCode in client-side stats.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix(span-stats): use bytes.writeMapPrefix for map prefix encoding

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix(span-stats): convert numeric rpcStatusCode back to canonical name in OTLP output

The P1 fix stores GRPCStatusCode as a numeric string in SpanAggKey for
correct Agent v0.6 stats aggregation, but the OTLP transformer must emit
the canonical name string (e.g. 'NOT_FOUND') as rpc.response.status_code.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

---------

Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
BridgeAR and others added 12 commits July 27, 2026 19:40
* test(aws-sdk): disable clock skew correction in the Lambda spec

The pinned legacy LocalStack answers the Lambda API with two `Date` headers,
which Node joins into one unparsable value. `@aws-sdk/core` 3.977.0 rewrote the
clock-skew helper and dropped the guard that ignored an unparsable server date,
so the client keeps `NaN` as its offset and every signature after the first
request throws `RangeError: Invalid time value`.

The container stays pinned because the modern LocalStack never gained the
`ClientContext` propagation these tests assert.

Refs: localstack/localstack#11053

* test(aws-sdk): gate the clock skew tripwire on the declared dependency

The oldest matrix entry failed on a rejection that never comes: the tripwire
registered for `@aws-sdk/client-lambda@3.0.0`, which predates `@aws-sdk/core`
and signs every request fine. `pkgJsonPath` is a plain `require.resolve`, so
the version check walked up into the hoisted `versions/node_modules` and read
the `@aws-sdk/core` that a newer entry installed. The client's declared
dependency separates a client that loads that copy from one that merely
resolves it.

Dropping the surrounding `try`/`catch` keeps a failed resolution loud: a
tripwire that silently stops registering reports nothing when it matters.
AI SDK v5+ can represent tool results as multipart content and error variants, but the LLMObs formatter only handled text and JSON, recording valid results as `[Unparsable Tool Result]`. Support these outputs while reducing file, image, and custom parts to safe summaries instead of serializing their payloads, and fall back safely for malformed or circular values so telemetry never throws.

Fixes: #9395

Co-authored-by: Sam Brenner <sam.brenner@datadoghq.com>
…tes (#9532)

Bumps the ai-and-llm group with 8 updates in the /packages/dd-trace/test/plugins/versions directory:

| Package | From | To |
| --- | --- | --- |
| [@ai-sdk/amazon-bedrock](https://github.com/vercel/ai/tree/HEAD/packages/amazon-bedrock) | `5.0.24` | `5.0.30` |
| [@ai-sdk/anthropic](https://github.com/vercel/ai/tree/HEAD/packages/anthropic) | `4.0.16` | `4.0.19` |
| [@ai-sdk/google](https://github.com/vercel/ai/tree/HEAD/packages/google) | `4.0.18` | `4.0.23` |
| [@ai-sdk/openai](https://github.com/vercel/ai/tree/HEAD/packages/openai) | `4.0.16` | `4.0.20` |
| [@anthropic-ai/sdk](https://github.com/anthropics/anthropic-sdk-typescript) | `0.112.3` | `0.114.0` |
| [@google/genai](https://github.com/googleapis/js-genai) | `2.12.0` | `2.13.0` |
| [ai](https://github.com/vercel/ai/tree/HEAD/packages/ai) | `7.0.31` | `7.0.37` |
| [openai](https://github.com/openai/openai-node) | `6.48.0` | `6.49.0` |



Updates `@ai-sdk/amazon-bedrock` from 5.0.24 to 5.0.30
- [Release notes](https://github.com/vercel/ai/releases)
- [Changelog](https://github.com/vercel/ai/blob/main/packages/amazon-bedrock/CHANGELOG.md)
- [Commits](https://github.com/vercel/ai/commits/@ai-sdk/amazon-bedrock@5.0.30/packages/amazon-bedrock)

Updates `@ai-sdk/anthropic` from 4.0.16 to 4.0.19
- [Release notes](https://github.com/vercel/ai/releases)
- [Changelog](https://github.com/vercel/ai/blob/main/packages/anthropic/CHANGELOG.md)
- [Commits](https://github.com/vercel/ai/commits/@ai-sdk/anthropic@4.0.19/packages/anthropic)

Updates `@ai-sdk/google` from 4.0.18 to 4.0.23
- [Release notes](https://github.com/vercel/ai/releases)
- [Changelog](https://github.com/vercel/ai/blob/main/packages/google/CHANGELOG.md)
- [Commits](https://github.com/vercel/ai/commits/@ai-sdk/google@4.0.23/packages/google)

Updates `@ai-sdk/openai` from 4.0.16 to 4.0.20
- [Release notes](https://github.com/vercel/ai/releases)
- [Changelog](https://github.com/vercel/ai/blob/main/packages/openai/CHANGELOG.md)
- [Commits](https://github.com/vercel/ai/commits/@ai-sdk/openai@4.0.20/packages/openai)

Updates `@anthropic-ai/sdk` from 0.112.3 to 0.114.0
- [Release notes](https://github.com/anthropics/anthropic-sdk-typescript/releases)
- [Changelog](https://github.com/anthropics/anthropic-sdk-typescript/blob/main/CHANGELOG.md)
- [Commits](anthropics/anthropic-sdk-typescript@sdk-v0.112.3...sdk-v0.114.0)

Updates `@google/genai` from 2.12.0 to 2.13.0
- [Release notes](https://github.com/googleapis/js-genai/releases)
- [Changelog](https://github.com/googleapis/js-genai/blob/main/CHANGELOG.md)
- [Commits](googleapis/js-genai@v2.12.0...v2.13.0)

Updates `ai` from 7.0.31 to 7.0.37
- [Release notes](https://github.com/vercel/ai/releases)
- [Changelog](https://github.com/vercel/ai/blob/main/packages/ai/CHANGELOG.md)
- [Commits](https://github.com/vercel/ai/commits/ai@7.0.37/packages/ai)

Updates `openai` from 6.48.0 to 6.49.0
- [Release notes](https://github.com/openai/openai-node/releases)
- [Changelog](https://github.com/openai/openai-node/blob/main/CHANGELOG.md)
- [Commits](openai/openai-node@v6.48.0...v6.49.0)

---
updated-dependencies:
- dependency-name: "@ai-sdk/amazon-bedrock"
  dependency-version: 5.0.30
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: ai-and-llm
- dependency-name: "@ai-sdk/anthropic"
  dependency-version: 4.0.19
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: ai-and-llm
- dependency-name: "@ai-sdk/google"
  dependency-version: 4.0.23
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: ai-and-llm
- dependency-name: "@ai-sdk/openai"
  dependency-version: 4.0.20
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: ai-and-llm
- dependency-name: "@anthropic-ai/sdk"
  dependency-version: 0.114.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: ai-and-llm
- dependency-name: "@google/genai"
  dependency-version: 2.13.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: ai-and-llm
- dependency-name: ai
  dependency-version: 7.0.37
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: ai-and-llm
- dependency-name: openai
  dependency-version: 6.49.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: ai-and-llm
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Ruben Bridgewater <ruben@bridgewater.de>
…pdates (#9529)

Bumps the test-versions group with 2 updates in the /integration-tests/esbuild directory: [@smithy/smithy-client](https://github.com/smithy-lang/smithy-typescript/tree/HEAD/packages/smithy-client) and [openai](https://github.com/openai/openai-node).


Updates `@smithy/smithy-client` from 4.14.10 to 4.14.13
- [Release notes](https://github.com/smithy-lang/smithy-typescript/releases)
- [Changelog](https://github.com/smithy-lang/smithy-typescript/blob/main/packages/smithy-client/CHANGELOG.md)
- [Commits](https://github.com/smithy-lang/smithy-typescript/commits/@smithy/smithy-client@4.14.13/packages/smithy-client)

Updates `openai` from 6.48.0 to 6.49.0
- [Release notes](https://github.com/openai/openai-node/releases)
- [Changelog](https://github.com/openai/openai-node/blob/main/CHANGELOG.md)
- [Commits](openai/openai-node@v6.48.0...v6.49.0)

---
updated-dependencies:
- dependency-name: "@smithy/smithy-client"
  dependency-version: 4.14.13
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: test-versions
- dependency-name: openai
  dependency-version: 6.49.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: test-versions
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Ruben Bridgewater <ruben@bridgewater.de>
…th 12 updates (#9533)

Bumps the cloud-and-messaging group with 12 updates in the /packages/dd-trace/test/plugins/versions directory:

| Package | From | To |
| --- | --- | --- |
| [@aws-sdk/client-bedrock-runtime](https://github.com/aws/aws-sdk-js-v3/tree/HEAD/clients/client-bedrock-runtime) | `3.1090.0` | `3.1094.0` |
| [@aws-sdk/client-dynamodb](https://github.com/aws/aws-sdk-js-v3/tree/HEAD/clients/client-dynamodb) | `3.1090.0` | `3.1094.0` |
| [@aws-sdk/client-kinesis](https://github.com/aws/aws-sdk-js-v3/tree/HEAD/clients/client-kinesis) | `3.1090.0` | `3.1094.0` |
| [@aws-sdk/client-lambda](https://github.com/aws/aws-sdk-js-v3/tree/HEAD/clients/client-lambda) | `3.1090.0` | `3.1094.0` |
| [@aws-sdk/client-s3](https://github.com/aws/aws-sdk-js-v3/tree/HEAD/clients/client-s3) | `3.1090.0` | `3.1094.0` |
| [@aws-sdk/client-sfn](https://github.com/aws/aws-sdk-js-v3/tree/HEAD/clients/client-sfn) | `3.1090.0` | `3.1094.0` |
| [@aws-sdk/client-sns](https://github.com/aws/aws-sdk-js-v3/tree/HEAD/clients/client-sns) | `3.1090.0` | `3.1094.0` |
| [@aws-sdk/client-sqs](https://github.com/aws/aws-sdk-js-v3/tree/HEAD/clients/client-sqs) | `3.1090.0` | `3.1094.0` |
| [@azure/cosmos](https://github.com/Azure/azure-sdk-for-js/tree/HEAD/sdk/cosmosdb/cosmos) | `4.9.3` | `4.10.0` |
| [@smithy/core](https://github.com/smithy-lang/smithy-typescript/tree/HEAD/packages/core) | `3.29.5` | `3.29.8` |
| [@smithy/smithy-client](https://github.com/smithy-lang/smithy-typescript/tree/HEAD/packages/smithy-client) | `4.14.10` | `4.14.13` |
| [bullmq](https://github.com/taskforcesh/bullmq) | `5.80.9` | `5.81.0` |



Updates `@aws-sdk/client-bedrock-runtime` from 3.1090.0 to 3.1094.0
- [Release notes](https://github.com/aws/aws-sdk-js-v3/releases)
- [Changelog](https://github.com/aws/aws-sdk-js-v3/blob/main/clients/client-bedrock-runtime/CHANGELOG.md)
- [Commits](https://github.com/aws/aws-sdk-js-v3/commits/v3.1094.0/clients/client-bedrock-runtime)

Updates `@aws-sdk/client-dynamodb` from 3.1090.0 to 3.1094.0
- [Release notes](https://github.com/aws/aws-sdk-js-v3/releases)
- [Changelog](https://github.com/aws/aws-sdk-js-v3/blob/main/clients/client-dynamodb/CHANGELOG.md)
- [Commits](https://github.com/aws/aws-sdk-js-v3/commits/v3.1094.0/clients/client-dynamodb)

Updates `@aws-sdk/client-kinesis` from 3.1090.0 to 3.1094.0
- [Release notes](https://github.com/aws/aws-sdk-js-v3/releases)
- [Changelog](https://github.com/aws/aws-sdk-js-v3/blob/main/clients/client-kinesis/CHANGELOG.md)
- [Commits](https://github.com/aws/aws-sdk-js-v3/commits/v3.1094.0/clients/client-kinesis)

Updates `@aws-sdk/client-lambda` from 3.1090.0 to 3.1094.0
- [Release notes](https://github.com/aws/aws-sdk-js-v3/releases)
- [Changelog](https://github.com/aws/aws-sdk-js-v3/blob/main/clients/client-lambda/CHANGELOG.md)
- [Commits](https://github.com/aws/aws-sdk-js-v3/commits/v3.1094.0/clients/client-lambda)

Updates `@aws-sdk/client-s3` from 3.1090.0 to 3.1094.0
- [Release notes](https://github.com/aws/aws-sdk-js-v3/releases)
- [Changelog](https://github.com/aws/aws-sdk-js-v3/blob/main/clients/client-s3/CHANGELOG.md)
- [Commits](https://github.com/aws/aws-sdk-js-v3/commits/v3.1094.0/clients/client-s3)

Updates `@aws-sdk/client-sfn` from 3.1090.0 to 3.1094.0
- [Release notes](https://github.com/aws/aws-sdk-js-v3/releases)
- [Changelog](https://github.com/aws/aws-sdk-js-v3/blob/main/clients/client-sfn/CHANGELOG.md)
- [Commits](https://github.com/aws/aws-sdk-js-v3/commits/v3.1094.0/clients/client-sfn)

Updates `@aws-sdk/client-sns` from 3.1090.0 to 3.1094.0
- [Release notes](https://github.com/aws/aws-sdk-js-v3/releases)
- [Changelog](https://github.com/aws/aws-sdk-js-v3/blob/main/clients/client-sns/CHANGELOG.md)
- [Commits](https://github.com/aws/aws-sdk-js-v3/commits/v3.1094.0/clients/client-sns)

Updates `@aws-sdk/client-sqs` from 3.1090.0 to 3.1094.0
- [Release notes](https://github.com/aws/aws-sdk-js-v3/releases)
- [Changelog](https://github.com/aws/aws-sdk-js-v3/blob/main/clients/client-sqs/CHANGELOG.md)
- [Commits](https://github.com/aws/aws-sdk-js-v3/commits/v3.1094.0/clients/client-sqs)

Updates `@azure/cosmos` from 4.9.3 to 4.10.0
- [Release notes](https://github.com/Azure/azure-sdk-for-js/releases)
- [Changelog](https://github.com/Azure/azure-sdk-for-js/blob/main/sdk/cosmosdb/cosmos/CHANGELOG.md)
- [Commits](https://github.com/Azure/azure-sdk-for-js/commits/@azure/cosmos_4.10.0/sdk/cosmosdb/cosmos)

Updates `@smithy/core` from 3.29.5 to 3.29.8
- [Release notes](https://github.com/smithy-lang/smithy-typescript/releases)
- [Changelog](https://github.com/smithy-lang/smithy-typescript/blob/main/packages/core/CHANGELOG.md)
- [Commits](https://github.com/smithy-lang/smithy-typescript/commits/@smithy/core@3.29.8/packages/core)

Updates `@smithy/smithy-client` from 4.14.10 to 4.14.13
- [Release notes](https://github.com/smithy-lang/smithy-typescript/releases)
- [Changelog](https://github.com/smithy-lang/smithy-typescript/blob/main/packages/smithy-client/CHANGELOG.md)
- [Commits](https://github.com/smithy-lang/smithy-typescript/commits/@smithy/smithy-client@4.14.13/packages/smithy-client)

Updates `bullmq` from 5.80.9 to 5.81.0
- [Release notes](https://github.com/taskforcesh/bullmq/releases)
- [Commits](taskforcesh/bullmq@v5.80.9...v5.81.0)

---
updated-dependencies:
- dependency-name: "@aws-sdk/client-bedrock-runtime"
  dependency-version: 3.1094.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: cloud-and-messaging
- dependency-name: "@aws-sdk/client-dynamodb"
  dependency-version: 3.1094.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: cloud-and-messaging
- dependency-name: "@aws-sdk/client-kinesis"
  dependency-version: 3.1094.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: cloud-and-messaging
- dependency-name: "@aws-sdk/client-lambda"
  dependency-version: 3.1094.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: cloud-and-messaging
- dependency-name: "@aws-sdk/client-s3"
  dependency-version: 3.1094.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: cloud-and-messaging
- dependency-name: "@aws-sdk/client-sfn"
  dependency-version: 3.1094.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: cloud-and-messaging
- dependency-name: "@aws-sdk/client-sns"
  dependency-version: 3.1094.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: cloud-and-messaging
- dependency-name: "@aws-sdk/client-sqs"
  dependency-version: 3.1094.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: cloud-and-messaging
- dependency-name: "@azure/cosmos"
  dependency-version: 4.10.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: cloud-and-messaging
- dependency-name: "@smithy/core"
  dependency-version: 3.29.8
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: cloud-and-messaging
- dependency-name: "@smithy/smithy-client"
  dependency-version: 4.14.13
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: cloud-and-messaging
- dependency-name: bullmq
  dependency-version: 5.81.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: cloud-and-messaging
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Ruben Bridgewater <ruben@bridgewater.de>
String booleans and invalid retry values previously reached framework plugins as enabled policy, allowing malformed cached or remote settings to schedule unintended retries. Settings now disable only the malformed feature and remain immutable after local kill switches are applied.
…/startup/everything-fixture in the npm_and_yarn group across 1 directory (#9534)

Bumps the npm_and_yarn group with 1 update in the /benchmark/sirun/startup/everything-fixture directory: [find-my-way](https://github.com/delvedor/find-my-way).


Updates `find-my-way` from 9.6.0 to 9.7.0
- [Release notes](https://github.com/delvedor/find-my-way/releases)
- [Commits](delvedor/find-my-way@v9.6.0...v9.7.0)

---
updated-dependencies:
- dependency-name: find-my-way
  dependency-version: 9.7.0
  dependency-type: indirect
  dependency-group: npm_and_yarn
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Ruben Bridgewater <ruben@bridgewater.de>
* fix(llmobs): address OpenAI Agents review feedback

* fix(llmobs): complete chat completions metadata

* fix(llmobs): avoid replacing agents model class

* fix(llmobs): address agents review gaps
@dd-octo-sts
dd-octo-sts Bot force-pushed the v5.118.0-proposal branch from 7fee70f to f45dcb9 Compare July 27, 2026 19:40
@tlhunter
tlhunter merged commit 8c33807 into v5.x Jul 27, 2026
664 of 665 checks passed
@tlhunter
tlhunter deleted the v5.118.0-proposal branch July 27, 2026 20:45
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9 participants