Solution · Software development
Every PR reviewed first. Seniors review what matters.
Automated first-pass on every PR. Security vulnerabilities caught. Coding standards enforced. Seniors freed to build instead of review.
Delivers
- First-pass review on every PR
- Security issues caught automatically
- Less routine senior review
- Fewer post-deploy bugs
Time to live4-6 weeks
Where it breaks
Code reviews bottleneck your entire pipeline
PRs wait days for a reviewer. Quality varies by reviewer. Security vulnerabilities slip through. Senior engineers spend much of their week on routine review.
The fix
We automate first-pass reviews so seniors focus on architecture and complex decisions.
- PR wait time: DaysFirst pass in minutes
- Security scanning: ManualAutomated on every PR
- Senior review time: Much of the weekSpent on architecture
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.
- Common issue detection
- Anti-pattern flagging
- Team coding standards enforcement
- Complexity assessment
- Security vulnerability detection
- Context-aware suggestions
- Less routine review for seniors
- Issues caught before merge
How it works
PR opens. AI reviews. Senior confirms.
- Step 01PR openedNew PR triggers automated review.
- Step 02AI reviews firstIssues flagged, security checked, standards enforced.
- 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.
- 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?
Senior engineers stop spending their time on routine review and focus on architecture and edge cases, and every PR gets a first pass as soon as it opens. We baseline review times with you and measure against them.
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?
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