AI Code Review Checklist

Give AI-coding teams an actionable checklist of what must be reviewed

Problem

AI agents write more code than ever, but teams aren't sure what humans must still review before shipping (one poster asks 'What should humans still review when AI writes the code?'). Existing code review tools target human-written code and lack AI-specific checkpoints, leading to either slow over-review or missed critical risks.

Solution

A customizable AI code review checklist tool that generates checkpoints by risk dimension (security, data migrations, error handling, performance, dependencies) and lets teams tick them off in PRs. Includes a template library and a dashboard to track review coverage.

Users

Startup teams using AI coding agents, tech leads, indie developers

MVP

Provide checklist templates across 5 risk categories; generate tick-off lists in GitHub PRs via comment commands; a simple team dashboard showing review completion rate; allow custom checkpoints; export review records.

Revenue

Free basic templates; team plan subscription (custom checklists, dashboard, audit logs); add-on fees for code hosting platform integrations.

Why now

AI-generated code is surging with frequent incidents, and teams need lightweight review processes; indie developers can build quickly on the GitHub API.