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Solution · Software Development

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.

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Software Development · department
Code review agent50-60% faster PRs

Delivers

  • 50-60% faster PR reviews
  • Security issues caught automatically
  • ~50% senior review time reduction
  • Fewer post-deploy bugs

Time to live4-6 weeks

Where it breaks

Code reviews bottleneck your entire pipeline

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

The fix

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

Code review agent · Before / after3 changes
  1. PR wait time: 2-4 days50-60% reduction
  2. Security scanning: ManualAutomated on every PR
  3. Senior review time: 30%+~50% reduction
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.

What we build

An agent is a stack.

2 capabilities working as one, built in your software development stack.

Code review agent · capabilities2 parts
Automated first-pass reviewCommon issues caught, anti-patterns flagged, coding standards enforced on every PR.
  • Common issue detection
  • Anti-pattern flagging
  • Team coding standards enforcement
  • Complexity assessment
Security analysisSecurity vulnerabilities identified with context-aware improvement suggestions.
  • Security vulnerability detection
  • Context-aware suggestions
  • Senior review time reduced ~50%
  • Post-deploy bugs decreased

How it works

PR opens. AI reviews. Senior confirms.

  1. Step 01PR openedNew PR triggers automated review.
  2. Step 02AI reviews firstIssues flagged, security checked, standards enforced.
  3. Step 03Senior reviews what mattersAI handles routine checks. Senior focuses on architecture and edge cases.

Under the hood

Plugs into your stack.

Code review agent works inside the tools your team already uses, on infrastructure you own. Typically live in 4-6 weeks.

Code review agent · Integrations4 connected
  • 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)

Time to live4-6 weeks

Questions

Before you ask.

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.

Next step

Want this in your company?

Start hereBring one workflowA 30-minute working call. We’ll map your software development workflow to an agent stack and tell you honestly whether it’s worth building.
Book a call to implementProvide it to my clients
The departmentSoftware Development in TrinityEvery solution, agent and question for this department, in one place.

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