Support test automation exclusion annotations in JUnit4 by calvinbayer · Pull Request #12940 · DataDog/dd-trace-java

calvinbayer · 2026-10-19T20:56:55Z

What Does This Do

Add public @NoAutoRetry and @PreventFailureSuppression annotations and JUnit4 support. The exclusions independently control Datadog retries and quarantine/disabling while preserving framework-owned skips, explicit retries, Test Impact Analysis selection, and backend-assigned management tags.

Motivation

Let developers protect individual critical tests from Datadog automation. Each annotation also exposes a TAG constant for the native tag/group integrations in the later framework PRs.

Additional Notes

First PR in the Java framework stack. Shared declaration resolution, execution policy, reporting, and public annotation Javadocs live here. The declaration resolver uses cached annotation types and native tag constants; JUnit4 supplies the same source and category metadata to skip decisions and reporting.

Validation: focused declaration-resolver, public API, execution-policy and event-handler tests; the instrumented JUnit4 suite; formatting checks; and public API Javadoc generation. The regressions verify independent flags, disabled/quarantined/attempt-to-fix assignments, blocking protected failures, annotation telemetry, and TIA forced-run reporting.

cit-pr-commenter-54b7da · 2026-10-19T21:17:26Z

CI Visibility Test Environment - sbt-scalatest

Job Status: 🟢 success

Scenario	This PR (%)	7d median	Δ 7d	30d median	Δ 30d	runs (7d/30d)
agent	59.60	58.86	$\color{red}{\blacktriangle}$ +0.74	57.69	$\color{red}{\blacktriangle}$ +1.91	94/423
agentEvpProxy	59.29	n/a	n/a	n/a	n/a	-

Baseline: median of @test.tracer_overhead on main (gitlab) over the last 7/30 days, per OSS project & scenario. Δ = this PR − baseline median; red ▲ = more overhead, green ▽ = less overhead than baseline.

Tests run to verify that CI Visibility behavior has not regressed in the current PR.

cit-pr-commenter-54b7da · 2026-10-19T21:19:37Z

CI Visibility Test Environment - nebula-release-plugin

Job Status: 🟢 success

Scenario	This PR (%)	7d median	Δ 7d	30d median	Δ 30d	runs (7d/30d)
agent	37.45	38.67	$\color{green}{\blacktriangledown}$ -1.22	37.91	$\color{green}{\blacktriangledown}$ -0.46	48/212
agentless	37.03	37.91	$\color{green}{\blacktriangledown}$ -0.88	37.15	$\color{green}{\blacktriangledown}$ -0.12	48/213
agentlessCodeCoverage	45.61	46.30	$\color{green}{\blacktriangledown}$ -0.69	46.30	$\color{green}{\blacktriangledown}$ -0.69	48/212
agentlessLineCoverage	56.92	57.69	$\color{green}{\blacktriangledown}$ -0.77	56.55	$\color{red}{\blacktriangle}$ +0.37	47/211

Baseline: median of @test.tracer_overhead on main (gitlab) over the last 7/30 days, per OSS project & scenario. Δ = this PR − baseline median; red ▲ = more overhead, green ▽ = less overhead than baseline.

Tests run to verify that CI Visibility behavior has not regressed in the current PR.

cit-pr-commenter-54b7da · 2026-10-19T21:22:00Z

CI Visibility Test Environment - netflix-zuul

Job Status: 🟢 success

Scenario	This PR (%)	7d median	Δ 7d	30d median	Δ 30d	runs (7d/30d)
agent	92.56	93.23	$\color{green}{\blacktriangledown}$ -0.67	91.39	$\color{red}{\blacktriangle}$ +1.17	48/212
agentless	86.02	84.36	$\color{red}{\blacktriangle}$ +1.66	82.69	$\color{red}{\blacktriangle}$ +3.33	48/212
agentlessCodeCoverage	101.14	99.00	$\color{red}{\blacktriangle}$ +2.14	97.04	$\color{red}{\blacktriangle}$ +4.10	48/212
agentlessLineCoverage	117.60	116.18	$\color{red}{\blacktriangle}$ +1.42	113.88	$\color{red}{\blacktriangle}$ +3.72	47/212

Baseline: median of @test.tracer_overhead on main (gitlab) over the last 7/30 days, per OSS project & scenario. Δ = this PR − baseline median; red ▲ = more overhead, green ▽ = less overhead than baseline.

Tests run to verify that CI Visibility behavior has not regressed in the current PR.

cit-pr-commenter-54b7da · 2026-10-19T21:22:19Z

CI Visibility Test Environment - reactive-streams-jvm

Job Status: 🟢 success

Scenario	This PR (%)	7d median	Δ 7d	30d median	Δ 30d	runs (7d/30d)
agent	21.00	22.54	$\color{green}{\blacktriangledown}$ -1.54	22.54	$\color{green}{\blacktriangledown}$ -1.54	50/247
agentless	18.32	19.59	$\color{green}{\blacktriangledown}$ -1.27	19.59	$\color{green}{\blacktriangledown}$ -1.27	49/239
agentlessCodeCoverage	17.70	20.39	$\color{green}{\blacktriangledown}$ -2.69	20.39	$\color{green}{\blacktriangledown}$ -2.69	48/239
agentlessLineCoverage	24.63	27.52	$\color{green}{\blacktriangledown}$ -2.89	27.52	$\color{green}{\blacktriangledown}$ -2.89	29/160

Baseline: median of @test.tracer_overhead on main (gitlab) over the last 7/30 days, per OSS project & scenario. Δ = this PR − baseline median; red ▲ = more overhead, green ▽ = less overhead than baseline.

Tests run to verify that CI Visibility behavior has not regressed in the current PR.

cit-pr-commenter-54b7da · 2026-10-19T21:22:25Z

CI Visibility Test Environment - pass4s

Job Status: 🟢 success

Scenario	This PR (%)	7d median	Δ 7d	30d median	Δ 30d	runs (7d/30d)
agent	16.80	10.97	$\color{red}{\blacktriangle}$ +5.83	10.54	$\color{red}{\blacktriangle}$ +6.26	48/214
agentless	13.12	10.97	$\color{red}{\blacktriangle}$ +2.15	10.33	$\color{red}{\blacktriangle}$ +2.79	49/213
agentlessCodeCoverage	21.82	17.73	$\color{red}{\blacktriangle}$ +4.09	17.73	$\color{red}{\blacktriangle}$ +4.09	45/194

Baseline: median of @test.tracer_overhead on main (gitlab) over the last 7/30 days, per OSS project & scenario. Δ = this PR − baseline median; red ▲ = more overhead, green ▽ = less overhead than baseline.

Tests run to verify that CI Visibility behavior has not regressed in the current PR.

cit-pr-commenter-54b7da · 2026-10-19T21:25:40Z

CI Visibility Test Environment - heliboard

Job Status: 🟢 success

Scenario	This PR (%)	7d median	Δ 7d	30d median	Δ 30d	runs (7d/30d)
agent	10.20	9.92	$\color{red}{\blacktriangle}$ +0.28	9.92	$\color{red}{\blacktriangle}$ +0.28	47/211

Baseline: median of @test.tracer_overhead on main (gitlab) over the last 7/30 days, per OSS project & scenario. Δ = this PR − baseline median; red ▲ = more overhead, green ▽ = less overhead than baseline.

Tests run to verify that CI Visibility behavior has not regressed in the current PR.

cit-pr-commenter-54b7da · 2026-10-19T21:29:31Z

CI Visibility Test Environment - sonar-kotlin

Job Status: 🟢 success

Scenario	This PR (%)	7d median	Δ 7d	30d median	Δ 30d	runs (7d/30d)
agent	14.51	13.94	$\color{red}{\blacktriangle}$ +0.57	13.67	$\color{red}{\blacktriangle}$ +0.84	48/224
agentless	12.46	12.37	$\color{red}{\blacktriangle}$ +0.09	12.37	$\color{red}{\blacktriangle}$ +0.09	48/224
agentlessCodeCoverage	16.34	16.04	$\color{red}{\blacktriangle}$ +0.30	15.72	$\color{red}{\blacktriangle}$ +0.62	48/224
agentlessLineCoverage	17.62	18.08	$\color{green}{\blacktriangledown}$ -0.46	17.73	$\color{green}{\blacktriangledown}$ -0.11	47/223

Baseline: median of @test.tracer_overhead on main (gitlab) over the last 7/30 days, per OSS project & scenario. Δ = this PR − baseline median; red ▲ = more overhead, green ▽ = less overhead than baseline.

Tests run to verify that CI Visibility behavior has not regressed in the current PR.

cit-pr-commenter-54b7da · 2026-10-19T21:31:32Z

CI Visibility Test Environment - jolokia

Job Status: 🟢 success

Scenario	This PR (%)	7d median	Δ 7d	30d median	Δ 30d	runs (7d/30d)
agent	97.15	97.04	$\color{red}{\blacktriangle}$ +0.11	97.04	$\color{red}{\blacktriangle}$ +0.11	52/232
agentless	93.12	93.23	$\color{green}{\blacktriangledown}$ -0.11	91.39	$\color{red}{\blacktriangle}$ +1.73	50/229
agentlessCodeCoverage	101.90	101.00	$\color{red}{\blacktriangle}$ +0.90	101.00	$\color{red}{\blacktriangle}$ +0.90	51/230
agentlessLineCoverage	102.64	103.04	$\color{green}{\blacktriangledown}$ -0.40	103.04	$\color{green}{\blacktriangledown}$ -0.40	62/258

Baseline: median of @test.tracer_overhead on main (gitlab) over the last 7/30 days, per OSS project & scenario. Δ = this PR − baseline median; red ▲ = more overhead, green ▽ = less overhead than baseline.

Tests run to verify that CI Visibility behavior has not regressed in the current PR.

cit-pr-commenter-54b7da · 2026-10-19T21:38:24Z

CI Visibility Test Environment - okhttp

Job Status: 🟢 success

Scenario	This PR (%)	7d median	Δ 7d	30d median	Δ 30d	runs (7d/30d)
agent	18.75	19.20	$\color{green}{\blacktriangledown}$ -0.45	19.20	$\color{green}{\blacktriangledown}$ -0.45	50/229
agentless	18.66	18.82	$\color{green}{\blacktriangledown}$ -0.16	18.82	$\color{green}{\blacktriangledown}$ -0.16	50/231
agentlessCodeCoverage	22.06	21.65	$\color{red}{\blacktriangle}$ +0.41	22.09	$\color{green}{\blacktriangledown}$ -0.03	50/235
agentlessLineCoverage	37.75	37.91	$\color{green}{\blacktriangledown}$ -0.16	37.91	$\color{green}{\blacktriangledown}$ -0.16	48/226

Baseline: median of @test.tracer_overhead on main (gitlab) over the last 7/30 days, per OSS project & scenario. Δ = this PR − baseline median; red ▲ = more overhead, green ▽ = less overhead than baseline.

Tests run to verify that CI Visibility behavior has not regressed in the current PR.

dd-octo-sts · 2026-10-19T21:43:56Z

🟢 Java Benchmark SLOs — All performance SLOs passed

Suite	Status
Startup	🟢 pass

SLO thresholds are defined here based on automatically generated metrics. A warning is raised when results are within 5% of the threshold.

PR vs. master results

Scenario	Candidate	master	Δ (95% CI of mean)
startup:insecure-bank:iast:Agent	14.79 s	14.68 s	[-0.1%; +1.7%] (no difference)
startup:insecure-bank:tracing:Agent	13.61 s	13.64 s	[-1.1%; +0.6%] (no difference)
startup:petclinic:appsec:Agent	17.15 s	17.11 s	[-0.7%; +1.2%] (no difference)
startup:petclinic:iast:Agent	17.03 s	16.51 s	[-1.3%; +7.5%] (no difference)
startup:petclinic:profiling:Agent	16.71 s	16.76 s	[-1.3%; +0.8%] (no difference)
startup:petclinic:sca:Agent	17.06 s	16.42 s	[-0.3%; +8.0%] (no difference)
startup:petclinic:tracing:Agent	16.27 s	16.10 s	[+0.1%; +2.0%] (maybe worse)

Commit: 9faecfb9 · CI Pipeline · Benchmarking Platform UI

Load and DaCapo benchmarks can be triggered manually in the GitLab pipeline. Results will appear in the Benchmarking Platform UI after completion.

cit-pr-commenter-54b7da · 2026-10-19T21:45:16Z

CI Visibility Test Environment - spring_boot

Job Status: 🟢 success

Scenario	This PR (%)	7d median	Δ 7d	30d median	Δ 30d	runs (7d/30d)
agent	16.69	16.36	$\color{red}{\blacktriangle}$ +0.33	16.36	$\color{red}{\blacktriangle}$ +0.33	48/224
agentless	10.22	9.73	$\color{red}{\blacktriangle}$ +0.49	9.92	$\color{red}{\blacktriangle}$ +0.30	48/224
agentlessCodeCoverage	14.00	13.67	$\color{red}{\blacktriangle}$ +0.33	13.67	$\color{red}{\blacktriangle}$ +0.33	48/226
agentlessLineCoverage	23.53	22.54	$\color{red}{\blacktriangle}$ +0.99	22.54	$\color{red}{\blacktriangle}$ +0.99	48/224

Baseline: median of @test.tracer_overhead on main (gitlab) over the last 7/30 days, per OSS project & scenario. Δ = this PR − baseline median; red ▲ = more overhead, green ▽ = less overhead than baseline.

Tests run to verify that CI Visibility behavior has not regressed in the current PR.

cit-pr-commenter-54b7da · 2026-10-19T22:09:11Z

CI Visibility Test Environment - sonar-java

Job Status: 🟢 success

Scenario	This PR (%)	7d median	Δ 7d	30d median	Δ 30d	runs (7d/30d)
agent	43.98	14.51	$\color{red}{\blacktriangle}$ +29.47	14.23	$\color{red}{\blacktriangle}$ +29.75	48/224
agentless	10.78	11.65	$\color{green}{\blacktriangledown}$ -0.87	13.40	$\color{green}{\blacktriangledown}$ -2.62	48/224
agentlessCodeCoverage	87.98	87.80	$\color{red}{\blacktriangle}$ +0.18	84.36	$\color{red}{\blacktriangle}$ +3.62	48/224
agentlessLineCoverage	145.88	120.92	$\color{red}{\blacktriangle}$ +24.96	123.36	$\color{red}{\blacktriangle}$ +22.52	47/223

Baseline: median of @test.tracer_overhead on main (gitlab) over the last 7/30 days, per OSS project & scenario. Δ = this PR − baseline median; red ▲ = more overhead, green ▽ = less overhead than baseline.

Tests run to verify that CI Visibility behavior has not regressed in the current PR.

chatgpt-codex-connector · 2026-10-19T22:10:39Z

Codex Review Summary

This comment shows the latest Codex review activity on this pull request.

Review	Status	Commit	Review trigger
📝 Code Review	✅ Completed 2026-10-19T22:13:14.139699Z	`193ac29`	Draft marked ready

ℹ️ About Codex in GitHub

Your team has set up Codex to 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" or "@codex security review".

Codex reacts with 👀 while any review is running, comments if it has suggestions, and reacts with 👍 once all reviews finish with no findings.

datadog-datadog-prod-us1-2

Protected JUnit4 tests forced to run by TIA’s unskippable category can lose their forced-run tag and metric because reporting ignores the new exclusions.

_{Open Bits AI session}

_{🤖 Bits Code Review · Commit 193ac29}

calvinbayer · 2026-10-20T11:03:48Z

@autotest Review

datadog-datadog-prod-us1-2

More details

Source and test inspection support that protected JUnit4 tests retain blocking failures and backend assignment tags while preserving framework-owned skips and retries.

Was this helpful? React 👍 or 👎

_{Open Bits AI session}

_{🤖 Bits Code Review · Commit 8028762}

calvinbayer · 2026-10-20T19:45:19Z

@ygree Yes. With @PreventFailureSuppression alone, an ATR-eligible test can fail and then pass on an automatic retry. The annotation overrides Datadog disabling and quarantine; @NoAutoRetry independently disables Datadog retries, EFD and Attempt to Fix. With ATR, failure on the final attempt still blocks.

The policy selection keeps these controls independent. Your naming suggestion makes that distinction clearer; I’ll leave the API rename open for discussion.

daniel-mohedano

left some comments and nits, but overall it's looking good, thanks for taking care of these changes 👍

calvinbayer · 2026-10-28T09:39:14Z

@autotest Review

datadog-datadog-prod-us1-2

More details

Source inspection supports the independent retry and quarantine/disable exclusions while preserving backend assignment tags and TIA selection. Runtime behavior was not exercised.

Was this helpful? React 👍 or 👎

_{Open Bits AI session}

_{🤖 Bits Code Review · Commit 259ca51}

datadog-datadog-prod-us1-2

More details

Source review supports independent retry and failure-protection exclusions while retaining backend assignment tags. The completed static reviewer reported no actionable defects, and human PR discussion raised no additional unresolved correctness concern.

Was this helpful? React 👍 or 👎

_{Open Bits AI session}

_{🤖 Bits Code Review · Commit 259ca51}

calvinbayer · 2026-10-28T11:36:39Z

@autotest Review

datadog-datadog-prod-us1-2

More details

The exclusion controls remain independent: preventing failure suppression leaves retries available, while disabling retries preserves quarantine and disabling. The human PR discussion confirms this behavior is intentional; static review found no actionable defect.

Was this helpful? React 👍 or 👎

_{Open Bits AI session}

_{🤖 Bits Code Review · Commit be2136e}

calvinbayer · 2026-10-28T15:51:37Z

@autotest Review

datadog-datadog-prod-us1-2

Parameterized JUnit4 display names containing nested brackets can silently bypass @NoAutoRetry and omit its exclusion telemetry because method lookup fails.

_{Open Bits AI session}

_{🤖 Bits Code Review · Commit 143fa8f}

calvinbayer · 2026-10-28T16:43:55Z

@autotest Review

datadog-datadog-prod-us1-2

More details

Source inspection supports independent retry and failure-suppression exclusions across JUnit4 skip decisions, execution policies, and reporting, including parameterized method resolution. Runtime behavior was not exercised.

Was this helpful? React 👍 or 👎

_{Open Bits AI session}

_{🤖 Bits Code Review · Commit 855c0da}

calvinbayer · 2026-10-28T22:21:14Z

Shepherd verification — JUnit4 native tests and packaged Java smoke

Tested by: Shepherd Agent (autonomous QA for Datadog Test Optimization)
Revision tested: 855c0da96cd6f320e1ffd4822492dcbb893c3ee8
Environment: local macOS arm64; packaged workload on Zulu JDK 21.

Verification	Result
Native JUnit4 bracketed-parameter regression	RED before the fix, GREEN after the fix, with identical final test sources
Complete JUnit4 suite and configured latest-dependency regression	62 passed; 1 existing capability-assumption skip
Spotless, CodeNarcTest, SpotBugsMain	Passed
Packaged agent provenance	All 17 component version resources and runtime version identify `855c0da96c`
Configured Jolokia default smoke	35/35 assertions passed

The regression reproduces the annotation lookup failure for @Parameters(name="{0}") with the value [value], alongside a newline-containing label. Before the fix, the excluded failure executed four times instead of twice; the unannotated ATR control executed six times as expected. The fix restores the excluded count to two while preserving the control count, reported names, parameters, source method, and retry markers. It resolves the Java method from the first parameter separator without changing test identity formatting.

The packaged smoke used the normal Crook workflow with --debug and --dep dd-trace-java=path:<exact-head-agent.jar>. Mockdog recorded 1,769 events: 1,404 TestNG 7.12.0 tests (1,389 passed, 15 native skips), 188 suites, 32 modules, and one session. Both recorded framework tags and runtime agent version were verified. The agent SHA256 was c51abbd595d8a3c9dd9bfbde6333dec9431dbf9677f8ea4be67a27d3ffca760b.

Scope: Jolokia provides a packaged Java/TestNG smoke; the native JUnit4 instrumentation tests prove the JUnit4 annotation behavior. The configured HeliBoard JUnit4 playground could not complete normal setup because the Android SDK was absent. No SDK/NDK installation or dependency-skipping workaround was used. This verification used local Mockdog; it did not validate the Datadog UI or production backend.

Normal Crook cleanup restored the playground dependency state, removed the injected agent, and stopped its owned Mockdog process. The source worktree remained clean.

Resolve reflected methods before the first parameter bracket without changing reported test names or parameter JSON. Native regression proves that bracketed labels keep NoAutoRetry declarations and newline labels retain their behavior, with independent body counters and an active ATR control.

calvinbayer added type: feature Enhancements and improvements comp: ci visibility Continuous Integration Visibility tag: ai generated Largely based on code generated by an AI or LLM labels Oct 19, 2026

This comment has been minimized.

Sign in to view

calvinbayer marked this pull request as ready for review October 19, 2026 22:10

calvinbayer requested review from a team as code owners October 19, 2026 22:10

calvinbayer requested review from PerfectSlayer and ygree and removed request for a team October 19, 2026 22:10

datadog-datadog-prod-us1-2 Bot reviewed Oct 19, 2026

View reviewed changes

Comment thread ...ent/agent-ci-visibility/src/main/java/datadog/trace/civisibility/test/ExecutionStrategy.java Outdated

calvinbayer force-pushed the codex/junit4-automation-exclusions branch from 8939084 to 8028762 Compare October 20, 2026 08:09

datadog-datadog-prod-us1-2 Bot reviewed Oct 20, 2026

View reviewed changes

daniel-mohedano requested changes Oct 21, 2026

View reviewed changes

PerfectSlayer reviewed Oct 22, 2026

View reviewed changes

Comment thread .github/CODEOWNERS Outdated

calvinbayer requested a review from a team as a code owner October 28, 2026 09:36

calvinbayer requested review from mcculls and removed request for a team October 28, 2026 09:37

datadog-datadog-prod-us1-2 Bot reviewed Oct 28, 2026

View reviewed changes

mcculls removed their request for review October 28, 2026 09:55

calvinbayer force-pushed the codex/junit4-automation-exclusions branch from 259ca51 to be2136e Compare October 28, 2026 11:31

datadog-datadog-prod-us1-2 Bot reviewed Oct 28, 2026

View reviewed changes

calvinbayer force-pushed the codex/junit4-automation-exclusions branch from be2136e to 143fa8f Compare October 28, 2026 15:47

datadog-datadog-prod-us1-2 Bot reviewed Oct 28, 2026

View reviewed changes

Comment thread ...junit-4.10/src/main/java/datadog/trace/instrumentation/junit4/JUnit4SkipInstrumentation.java

datadog-datadog-prod-us1-2 Bot reviewed Oct 28, 2026

View reviewed changes

calvinbayer added this pull request to stack #13114 October 28, 2026 23:25

daniel-mohedano approved these changes Oct 30, 2026

View reviewed changes

calvinbayer added 7 commits October 30, 2026 12:04

Add test automation exclusion annotations for JUnit4

1a88a01

Report attempt-to-fix completion only when its policy ran

4942e44

Exclude automation annotation fixtures from outer test discovery

bc1bb54

Fix exclusion-aware TIA forced-run reporting

6875d8e

Cover test exclusion declarations and legacy handler delegation

21984ca

refactor(ci-visibility): address annotation API review

992bcd4

calvinbayer force-pushed the codex/junit4-automation-exclusions branch from 855c0da to 5a0abf5 Compare October 30, 2026 11:04

Register test automation exclusion telemetry tags

9faecfb

Conversation

calvinbayer commented Oct 19, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

What Does This Do

Motivation

Additional Notes

Uh oh!

cit-pr-commenter-54b7da Bot commented Oct 19, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

CI Visibility Test Environment - sbt-scalatest

Uh oh!

cit-pr-commenter-54b7da Bot commented Oct 19, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

CI Visibility Test Environment - nebula-release-plugin

Uh oh!

This comment has been minimized.

cit-pr-commenter-54b7da Bot commented Oct 19, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

CI Visibility Test Environment - netflix-zuul

Uh oh!

cit-pr-commenter-54b7da Bot commented Oct 19, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

CI Visibility Test Environment - reactive-streams-jvm

Uh oh!

cit-pr-commenter-54b7da Bot commented Oct 19, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

CI Visibility Test Environment - pass4s

Uh oh!

cit-pr-commenter-54b7da Bot commented Oct 19, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

CI Visibility Test Environment - heliboard

Uh oh!

cit-pr-commenter-54b7da Bot commented Oct 19, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

CI Visibility Test Environment - sonar-kotlin

Uh oh!

cit-pr-commenter-54b7da Bot commented Oct 19, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

CI Visibility Test Environment - jolokia

Uh oh!

cit-pr-commenter-54b7da Bot commented Oct 19, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

CI Visibility Test Environment - okhttp

Uh oh!

dd-octo-sts Bot commented Oct 19, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

🟢 Java Benchmark SLOs — All performance SLOs passed

Uh oh!

cit-pr-commenter-54b7da Bot commented Oct 19, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

CI Visibility Test Environment - spring_boot

Uh oh!

cit-pr-commenter-54b7da Bot commented Oct 19, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

CI Visibility Test Environment - sonar-java

Uh oh!

chatgpt-codex-connector Bot commented Oct 19, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

Codex Review Summary

Uh oh!

datadog-datadog-prod-us1-2 Bot left a comment

Choose a reason for hiding this comment

Uh oh!

Uh oh!

calvinbayer commented Oct 20, 2026

Uh oh!

datadog-datadog-prod-us1-2 Bot left a comment

Choose a reason for hiding this comment

Uh oh!

calvinbayer commented Oct 20, 2026

Uh oh!

daniel-mohedano left a comment

Choose a reason for hiding this comment

Uh oh!

Uh oh!

Uh oh!

Uh oh!

Uh oh!

Uh oh!

Uh oh!

calvinbayer commented Oct 19, 2026 •

edited

Loading

cit-pr-commenter-54b7da Bot commented Oct 19, 2026 •

edited

Loading

cit-pr-commenter-54b7da Bot commented Oct 19, 2026 •

edited

Loading

cit-pr-commenter-54b7da Bot commented Oct 19, 2026 •

edited

Loading

cit-pr-commenter-54b7da Bot commented Oct 19, 2026 •

edited

Loading

cit-pr-commenter-54b7da Bot commented Oct 19, 2026 •

edited

Loading

cit-pr-commenter-54b7da Bot commented Oct 19, 2026 •

edited

Loading

cit-pr-commenter-54b7da Bot commented Oct 19, 2026 •

edited

Loading

cit-pr-commenter-54b7da Bot commented Oct 19, 2026 •

edited

Loading

cit-pr-commenter-54b7da Bot commented Oct 19, 2026 •

edited

Loading

dd-octo-sts Bot commented Oct 19, 2026 •

edited

Loading

cit-pr-commenter-54b7da Bot commented Oct 19, 2026 •

edited

Loading

cit-pr-commenter-54b7da Bot commented Oct 19, 2026 •

edited

Loading

chatgpt-codex-connector Bot commented Oct 19, 2026 •

edited

Loading