Code Review Agent
Reviews every PR for bugs, security holes, style, and breaking changes — leaves inline GitHub comments.
Features
5
Tech
12
Steps
5
Code Review Agent
Capabilities
What this agent does
Every capability is shipped end-to-end — not a feature flag. You get a working slice on day one and we expand from there.
Feature 01
Inline PR comments
Posts specific findings on exact lines, like a senior reviewer.
Feature 02
Security scan
OWASP, secret-leak, SQL injection, XSS detection.
Feature 03
Breaking change detection
Flags API/schema/migration risks.
Feature 04
Style consistency
Catches deviations from your codebase patterns.
Feature 05
Self-iterating
Learns from how your team accepts/rejects findings.
Stack
12 technologies we use
Production-tested tools chosen for reliability, observability, and developer velocity. Every piece is swappable.
System at a glance
How the agent flows
A simplified view of what comes in, what the agent does with it, and what it produces. Each arrow is observable end-to-end.
Inputs
Agent
Code Review Agent
Plan → tool-call → reflect, with approval gates.
Tools the agent calls
Outputs
Engagement
How we roll it out
A 5-step process from kickoff to handover. Every step has a deliverable you can sign off on.
- 01
Repo onboarding
Index codebase; learn your conventions from main branch.
- 02
Rule configuration
Pick which categories to enforce, severity thresholds.
- 03
PR webhook
Agent comments on every PR within minutes of opening.
- 04
Team feedback
Mark false positives; agent self-corrects.
- 05
Weekly insights
Trend dashboard of common issues across the team.
Outcomes
What you can expect
Real numbers we see when Code Review Agent ships on top of an actual workflow. Specifics vary with starting baseline, data quality, and scope — but these are the ranges.
Outcome 01
−35%
PR cycle time
Reviews land in minutes; trivial issues auto-fixed.
Outcome 02
+40%
Bug catch rate
Pre-merge, vs the previous review process alone.
Outcome 03
−50%
MTTR
Mean time to resolve incidents after agent investigates first.
Sample use cases
What this looks like in practice
Three concrete scenarios where teams deploy Code Review Agent today. Your engagement starts with one of these (or your own variant) and expands from there.
Always-on senior reviewer
Every PR gets an inline review for bugs, security, breaking changes — junior engineers ship safer code, seniors spend review time on architecture.
First-responder on every page
When PagerDuty fires, the agent correlates logs + metrics + recent deploys, drafts the incident summary, runs read-only diagnostics, posts to Slack.
Migration at scale
Framework or major-version upgrade across hundreds of files — agent applies AST codemods, fixes the edge cases LLM-style, opens reviewable PRs per module.
Typical engagement
From kickoff to live in 4-8 weeks
Most Code Review Agent engagements follow this shape. We give you a firm quote after a 30-minute scoping call, and the price is fixed up-front so you can budget.
2-3 weeks
Pilot
- Discovery + playbook write-up
- Tool design + guardrails
- Eval suite + sandbox deploy
2-4 weeks
Production
- Hardened deploy on your stack
- Observability dashboard + alerts
- Two-week supervised mode
Ongoing
Handover & support
- Runbook + team training
- Monthly tuning + eval review
- Pause or expand any time
Indicative range
$3,000 — $8,000
Full project, scoped + fixed up-front. Includes pilot, production, and 30 days of post-launch support.
Or hire us by the week
from $1,000/wk
Embedded retainer — best for evolving scopes.
Also in Engineering
Related agents
Often deployed alongside — or instead of — Code Review Agent.
DevOps & Incident Response Agent
Diagnoses alerts, correlates signals across logs/metrics/traces, runs runbooks, drafts the postmortem.
View detailsSecurity Audit Agent
Continuous code, infra, and dependency scanning — finds and prioritises real risk, not noise.
View detailsDatabase Optimization Agent
Watches your slow query log, suggests indexes, rewrites queries, monitors plan regressions.
View detailsTest Generation Agent
Reads your code and writes unit, integration, and end-to-end tests that actually cover the risky paths.
View detailsReady to ship Code Review Agent?
Tell us about your data, your tools, and what success looks like. We come back within one business day with a clear plan, price, and timeline.