Engineering Log

Thoughts onCode Review

Insights into the architecture, philosophy, and craft behind building the future of AI-powered code review.

Repository Embeddings: Teaching AI to Understand Your Codebase

How we built a semantic understanding layer that lets our AI reviewers learn from your repository's history, patterns, and architecture.

Engineering Team

2025-12-18

Read article

ProductUX

Hotkeys: Why Power Users Love Our Interface

The mouse is slow. The keyboard is fast. Power users know this instinctively. We built an interface that respects your hands.

Engineering Team•2025-12-02

ProductCode Review

My Senior Dev: The Power User's Code Review Companion

My Senior Dev isn't trying to replace CodeRabbit or GitHub Copilot. It's designed to work alongside them, providing deep multi-agent analysis for critical PRs.

Engineering Team•2025-12-01

OpinionCode Review

Five Years for a Toggle: Why PR Tools Are Stuck in 2018

A simple "hide whitespace" checkbox took GitHub Desktop 5 years to ship. This isn't a critique—it's a symptom of how little PR review tooling has evolved.

Engineering Team•2025-11-27