Agentic change management

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#123 fix(auth)refresh tokens#204 feat(api)retry queue#318 chore(ci)pin runner#421 fix(cache)stale reads#537 feat(ui)compact nav#612 fix(db)prevent deadlock#748 perf(search)batch queries#819 fix(webhook)retry delivery#934 feat(logs)add filters#1051 fix(rate-limit)honor headers#1127 chore(deps)update SDK#1264 fix(alerts)dedupe events#1389 feat(metrics)latency histogram#1452 fix(queue)restore ordering#1578 perf(build)cache artifacts#1623 fix(api)validate cursor#1744 feat(traces)link spans#1886 fix(session)rotate token#1932 chore(ci)reduce flakes#2075 fix(index)rebuild shards#2184 feat(audit)export events#2291 fix(worker)drain safely

Fast code. Faster chaos.

Coding agents are flooding pipelines with massive PRs faster than teams can validate, prioritize, understand, or secure them.

01 Review

Industry-leading AI code reviews.

We pioneered AI code reviews and have best-in-class context. Our automated reviews are the central validation layer for AI code.

acme/platformPull request #4821/3

coderabbitaibotreviewed 2m ago

Invalidate the cache after the mutation.

The record updates, but the stale project key remains in Redis.

- await db.project.update(input)

+ await updateProjectAndInvalidate(input)

codexcoding agentreplied 1m ago

Fixed in 9f2c4a1 — invalidation now runs after the transaction, with a regression test for the stale-cache path.

coderabbitaibotchecked now

Verified. The cache is cleared after commit and the new test covers the failure mode.

coderabbitaibotreviewed 3m ago

Return the HTTP error from the service layer.

This keeps the handler smaller and centralizes error mapping.

shaun-kauthorreplied 2m ago

@coderabbitai In this repository, handlers own the HTTP mapping. Services return domain errors.

coderabbitaibotreplied now

Understood — I'll follow that convention in future reviews.

New Learnings Added

User: shaun-k

PR: acme/platform#482

File: app/api/projects/route.ts:42–58

Learning: Handlers map domain errors to HTTP responses.

coderabbitaibotupdated just now

Pre-merge checks | ✅ 3

✅ Passed checks (3 passed)

Check name	Status	Explanation
Description Check	Passed	The PR description follows the repository template.
Title Check	Passed	The title clearly describes the payment-limit change.
Docstring Coverage	Passed	No changed functions require docstrings.

🚀 Post-Merge Actions

Update changelog
Notify release channel
Sync docs

coderabbitaibotcommented just now

🚀 Post-Merge Actions

@shaun-k, one or more post-merge actions failed.

Update changelog — opened follow-up PR #483
Notify release channel — Slack connection unavailable.

coderabbitaibotreviewed 2m ago

Invalidate the cache after the mutation.

The record updates, but the stale project key remains in Redis.

- await db.project.update(input)

+ await updateProjectAndInvalidate(input)

codexcoding agentreplied 1m ago

Fixed in 9f2c4a1 — invalidation now runs after the transaction, with a regression test for the stale-cache path.

coderabbitaibotchecked now

Verified. The cache is cleared after commit and the new test covers the failure mode.

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02 Triage

Prioritize your PR flood.

With more PRs than ever ballooning your queue, CodeRabbit Triage scores, ranks, and routes them to ship value faster.

P0Urgent11

#25493identity-platformReview Change Stack

fix(auth): rotate exposed production signing keyAgent detected a compromised key path. Human judgment required.

P0Agent-createdNeeds human reviewHigh riskDeep reviewHigh blast radius

@sentinel-agent[bot]

#25095platformReview Change Stack

feat(mcp): add integrations-authoritative reverse tunnel routingNew, active work needs your attention.

P0Needs human reviewHigh riskDeep reviewHigh complexityHigh effort

@caseyreed (Casey Reed)

#2704webappReview Change Stack

docs(blog): explain graph engineering and LLM orchestrationThis may need maintainer follow-up.

P0Needs human reviewLow riskReview laterMedium complexityLow effort

@aaravmehta (Aarav Mehta)

#736design-systemReview Change Stack

fix(ads): separate campaign asset upload authorizationReview has been waiting and may need coordination.

P0Needs human reviewLow riskDeep reviewHigh complexityLow effort

@amaraokafor (Amara Okafor)

#718design-systemReview Change Stack

feat(ads): automate campaign configurationReview has been waiting and may need coordination.

P0Needs human reviewLow riskQuick reviewHigh complexityLow effort

@amaraokafor (Amara Okafor)

#548design-systemReview Change Stack

docs(ads): separate brand and non-brand campaign handlingThis may need maintainer follow-up.

P0Needs author actionLow riskQuick reviewLow complexityLow effort

@sofiaalvarez (Sofia Alvarez)

#470design-systemReview Change Stack

feat(experiments): TTS brand-voice bake-off — corpus, rubric, matrix, key-optional harnessThis may need maintainer follow-up.

P0Needs author actionLow riskQuick reviewMedium complexityLow effort

@aaravmehta (Aarav Mehta)

#592design-systemReview Change Stack

feat(skills): add manual large-change handoffThis may need maintainer follow-up.

P0Needs author actionLow riskQuick reviewLow complexityLow effort

@aaravmehta (Aarav Mehta)

#25473platformReview Change Stack

fix(reviews): stop reporting a successful reviewer request as a failureNew, active work needs your attention.

P0BugfixLow riskStandard reviewHigh blast radiusHigh complexityMedium effortIssue severity: Medium

@kenjisato (Kenji Sato)

#25479platformReview Change Stack

fix(analytics): attribute frontend events from the server-side locatorNew, active work needs your attention.

P0Low riskStandard reviewHigh complexityMedium effort

@kenjisato (Kenji Sato)

#25467platformReview Change Stack

fix(triage): exclude authored PRs from the review queueNew, active work needs your attention.

P0BugfixLow riskQuick reviewHigh blast radiusMedium complexityLow effortIssue severity: Medium

@laylahaddad (Layla Haddad)

P1High priority9

#63eventsReview Change Stack

feat(managed-events): own historical event programsAssign a reviewer to keep this moving.

P1New changes since last reviewNeeds human reviewLow riskDeep reviewHigh complexityLow effort

@aaravmehta (Aarav Mehta)

#126carrot-uiReview Change Stack

feat(theme): tasteful depth, applied across the systemReview has been waiting and may need coordination.

P1New changes since last reviewNeeds human reviewLow riskReview laterLow effort

@nadiapetrova (Nadia Petrova)

#23204platformReview Change Stack

Autofix path instructions, try 2Review has been waiting and may need coordination.

P1New changes since last reviewNeeds human reviewLow riskQuick reviewMedium complexityLow effort

@mateosilva (Mateo Silva)

#1369docsReview Change Stack

Document repository tabs for security scan resultsAssign a reviewer to keep this moving.

P1Needs human reviewLow riskQuick reviewLow complexityLow effortIssue severity: Low

@coderabbitai[bot]

#1281docsReview Change Stack

Clarify reusable Agent connectionsAssign a reviewer to keep this moving.

P1Needs human reviewLow riskQuick reviewLow complexityLow effort

@coderabbitai[bot]

#1283docsReview Change Stack

Document PR security architecture reviewsAssign a reviewer to keep this moving.

P1Needs human reviewLow riskStandard reviewLow complexityLow effort

@coderabbitai[bot]

#1237docsReview Change Stack

Document chat support for managed triggersThis may need maintainer follow-up.

P1Needs author actionLow riskStandard reviewLow complexityLow effort

@coderabbitai[bot]

#22972platformReview Change Stack

Add metered billing period support and cachingThis may need maintainer follow-up.

P1Needs author actionLow riskQuick reviewHigh complexityLow effort

@minjunpark (Min-jun Park)

#23718platformReview Change Stack

Update worker configuration across servicesThis may need maintainer follow-up.

P1Needs author actionLow riskQuick reviewHigh complexityLow effort

@thandindlovu (Thandi Ndlovu)

P2Medium priority12

#23447platformReview Change Stack

fix(roles): scope Assigned users count to the session org [APPCONS-399]Reviewer assigned; waiting for review.

P2New changes since last reviewNeeds human reviewLow riskQuick reviewHigh complexityLow effort

@priyaraman (Priya Raman)

#23373platformReview Change Stack

feat(reviews): add in-app details and card action prototypeAnother role owns the next action.

P2Needs human reviewLow riskQuick reviewHigh complexityLow effort

@luciatorres (Lucía Torres)

#24917platformReview Change Stack

Verify: security full-scan lifecycleReviewer assigned; waiting for review.

P2New changes since last reviewNeeds human reviewLow riskQuick reviewHigh complexityLow effort

@noorrahman (Noor Rahman)

#23423platformReview Change Stack

fix(agent-runtime): validate routing config before task startReviewer assigned; waiting for review.

P2Needs human reviewLow riskQuick reviewMedium complexityLow effort

@elenarossi (Elena Rossi)

#24778platformReview Change Stack

fix(sandboxer): mount analysis runtime under writable jail pathReviewer assigned; waiting for review.

P2Needs human reviewLow riskQuick reviewLow complexityLow effort

@coderabbitai[bot]

#24727platformReview Change Stack

Mark findings fixed when their patch PR mergesReviewer assigned; waiting for review.

P2Needs human reviewLow riskQuick reviewHigh complexityLow effort

@kwamemensah (Kwame Mensah)

#23259platformReview Change Stack

Agent runtime: authenticate private remote hydrationAnother role owns the next action.

P2Needs author actionLow riskQuick reviewHigh complexityLow effort

@elenarossi (Elena Rossi)

#23682platformReview Change Stack

perf(dashboards): prune high-cost analytics scans by tenantAnother role owns the next action.

P2Needs author actionLow riskQuick reviewHigh complexityLow effort

@thandindlovu (Thandi Ndlovu)

#23845platformReview Change Stack

feat(auth): add service principal groundwork for shared servicesAnother role owns the next action.

P2Needs author actionLow riskQuick reviewMedium complexityLow effort

@emrekaya (Emre Kaya)

#2531webappReview Change Stack

Add chat bot code review guideAnother role owns the next action.

P2Low riskQuick reviewLow effort

@arohaterangi (Aroha Te Rangi)

#2526webappReview Change Stack

Fix broken outbound links in English blog sampleAnother role owns the next action.

P2Low riskQuick reviewLow effort

@arohaterangi (Aroha Te Rangi)

#2572webappReview Change Stack

content(blog): add post-merge actions articleAnother role owns the next action.

P2Low riskQuick reviewLow effort

@arohaterangi (Aroha Te Rangi)

P3Low priority1

#25494webappReview Change Stack

style(marketing): align empty-state copy spacingAgent-generated CSS-only change. Check the layout before merging.

P3Agent-createdSafe to mergeLow riskQuick reviewLow effort

@ui-polish-agent[bot]

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03 Change Stack

Code explainability for massive diffs.

Git platforms make massive diffs confusing. Change Stack helps you understand a thousand-line diff in minutes.

PR interface for agentic code
Created with teams deploying long-running agents in mind.
Approve with context, not guesswork
Understand what it means, not just what changed.
Close the explainability gap
Visualize the impact across layers with:
- Semantic diffs
- Blast radius context
- Architectural diagrams

04 Security

Agentic code security monitoring.

Ditch outdated pattern matching tools and get continuous monitoring from CodeRabbit Security.

AI threats need AI tools
With LLMs, time to exploit is <1 day for disclosed vulnerabilities.
Beyond patterns
Reasons across your codebase to find what rules can’t.
Continuous monitoring
Monitor with:
- Scheduled deep scans
- Scans on every PR
Verify & repair
Verifies findings to reduce false positives and then fixes it in a PR.

Learn more

Shared intelligence

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Across each step, we pull in dozens more points of context than other tools.

More ways to tame the chaos.

CodeRabbit for Slack

The same codebase intelligence that powers every review powers an agent that helps teams with things like planning, incident response, and triage.

Triage

Your error monitoring, deployment alerts, and incident feeds all post to Slack. CodeRabbit Agent monitors and triages incidents, investigates, and suggests a fix.

CodeRabbitAppThread in # checkout-alerts

Incident update — checkout recovered

Impact: 401s were localized to checkout authentication.
Cause: Middleware regression introduced in PR #2847.
Fix: Rollback prepared; @platform-oncall paged.
Recovery: Authentication p95 returned to baseline at 10:11 AM.
Confidence: High; no broad checkout outage detected.
Next owner: @payments-infra to verify the permanent patch.

Mara Chen10:16 AM

Rollback is live. Checkout auth is green in every region. I’ll keep the incident open until PR #2851 lands.

1 replyLast reply just now

CodeRabbitAppjust now

Monitoring confirms the rollback restored checkout authentication. No new 401s in 12 minutes; incident status moved to Resolved.

Automation: Triggered checkout alert investigatorToday at 10:14 AM

Support

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Response

CodeRabbit cross-references errors with merged PRs, codebase history, and past incidents to root out the underlying cause.

Plan

Reduce AI rework and improve ROI by helping teams define scope, assumptions, and success criteria before code is generated.

Customer outcomes

Raise the quality bar. Lower the review burden.

suggestion acceptance: 70%

30% time savings across 50 pull requests per day.

reviewer hours saved: 100+

In 30 days, with 65%+ acceptance on critical findings.

faster pull request merges: 70%

30% fewer review cycles per pull request.

faster merge workflow: 40%

70% acceptance of potential bugs flagged in review.

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The future isn't writing code. It's reviewing it.

Add the invitation API and emails

Fast code. Faster chaos.

Industry-leading AI code reviews.

Dozens more points of context

Customizable

Prioritize your PR flood.

Prioritize value

Rank risk

Choose the right reviewer

Understand your queue

Code explainability for massive diffs.

PR interface for agentic code

Approve with context, not guesswork

Close the explainability gap

Agentic code security monitoring.

AI threats need AI tools

Beyond patterns

Continuous monitoring

Verify & repair