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50-60% faster PRs

PR wait time cut 50-60%.

Automated first-pass on every PR. Security vulnerabilities caught. Coding standards enforced. Seniors freed to build instead of review.

Where it breaks today

2-4 day PR wait times. Quality varies by reviewer. Security vulnerabilities slip through. Senior engineers spend 30%+ of their time reviewing. Code reviews bottleneck your entire pipeline

The fix

We automate first-pass reviews so seniors focus on architecture and complex decisions.

What we build

An agent is a stack.

01

Automated first-pass review

Common issues caught, anti-patterns flagged, coding standards enforced on every PR.

  • Common issue detection
  • Anti-pattern flagging
  • Team coding standards enforcement
  • Complexity assessment
Core
02

Security analysis

Security vulnerabilities identified with context-aware improvement suggestions.

  • Security vulnerability detection
  • Context-aware suggestions
  • Senior review time reduced ~50%
  • Post-deploy bugs decreased
Module

How it works

PR opens. AI reviews. Senior confirms.

01

PR opened

New PR triggers automated review.

Step 1
02

AI reviews first

Issues flagged, security checked, standards enforced.

Step 2
03

Senior reviews what matters

AI handles routine checks. Senior focuses on architecture and edge cases.

Step 3

What it delivers

Outcomes, in weeks.

50-60% faster PR reviews
Security issues caught automatically
~50% senior review time reduction

Before → After

PR wait time: 2-4 days

50-60% reduction

Before → After

Security scanning: Manual

Automated on every PR

Before → After

Senior review time: 30%+

~50% reduction

Industry benchmark

GitHub Copilot users complete tasks 55% faster with 84% increase in successful builds. Accenture reports 15% increase in PR merge rate and 50% faster time-to-merge.

No lock-in

Built in your stack.

Live in 4-6 weeks. You own the system — sovereign, no vendor lock-in.

  • Version Control (GitHub, GitLab, Bitbucket, etc.)
  • Security Scanning (Snyk, SonarQube, or your tools)
  • Team Communication (Slack, Teams, or your tool)
  • Runtime & Orchestration (Trinity by Ability AI)

Questions

Questions about code review

What does first-pass review catch?

Common anti-patterns, security vulnerabilities (SQL injection, XSS, etc.), coding standard violations, unused imports, and complexity issues. Seniors review architecture and business logic.

How are coding standards enforced?

Your team's standards (naming, structure, patterns) codified during setup. AI applies them consistently to every PR. No more 'depends who reviews it.'

What results should we expect?

Engineering teams typically reclaim 15-20% senior capacity (30% review time → 10-15%). For 10 seniors at $150K-$200K, that's $225K-$400K/year in capacity. Plus 50-60% faster PR reviews improve velocity by 25-30%.

How long does implementation take?

4-6 weeks from kickoff to production. Week 1-2: Repo integration and standards capture. Week 3-4: Review rules configuration. Week 5-6: Testing and deployment.

Do we own the system?

Yes. You own the system. We build the infrastructure in your stack, hand over the keys, and you own it forever - no vendor lock-in.

Start here

Bring one workflow.

A 30-minute working call. We’ll map this workflow to an agent stack and tell you honestly whether it’s worth building.

Code review agent

50-60% faster PRs

Automated first-pass on every PR. Security caught, standards enforced, seniors freed.