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AI Code Reviewer

Part of an ongoing deep dive. Read them in order.

A
AI

Building an AI Code Reviewer That Actually Reads Your Code

How I'm building an AI agent that reviews GitHub pull requests with hybrid retrieval, tool use, and real evals — without LangChain or framework glue.

10 min read
A
AI

Shipping the Boring Half: AI Code Reviewer, Phase 1 Foundations

What 'production-grade scaffolding' actually looks like for an AI app in 2026 — monorepo, project references, env-gated observability, and a streaming endpoint with a placeholder agent — before any retrieval or tool use lands.

11 min read