AI SaaS / DevTools
ReviewPilot
An AI-powered GitHub pull-request review platform that posts structured feedback within seconds.
Overview
ReviewPilot automatically analyzes code changes on a pull request and posts structured review feedback as PR comments within seconds of the PR being opened.
The Problem
Manual code review is slow and inconsistent, and generic AI reviewers only see the diff — they miss the surrounding codebase context that makes feedback actually useful.
The Solution
ReviewPilot uses Retrieval-Augmented Generation with Pinecone vector search to inject relevant codebase context into the review prompt, so feedback is contextually aware rather than diff-only.
Key Features
- Automatic PR analysis that posts structured feedback as comments within seconds of a pull request being opened.
- RAG with Pinecone vector search to inject relevant codebase context into the review, powered by Google Gemini 2.5 Flash and Gemini Embedding 2.
- Durable Inngest background jobs with concurrency control for reliable, orchestrated reviews.
- Full SaaS architecture — better-auth (GitHub OAuth), Polar subscription billing (Free/Pro tiers), usage tracking, and server-side tier enforcement on every operation.
Technologies
- Next.js 16
- TypeScript
- Gemini 2.5 Flash
- Pinecone
- Inngest
- Prisma
- PostgreSQL
- better-auth
- Polar
- Octokit