
Shift-Left with AI: Automatic Code Review via Hooks
How to integrate AI-powered code reviews directly into your development workflow using git hooks.

How to integrate AI-powered code reviews directly into your development workflow using git hooks.

Learn how to systematically migrate legacy naming across a complex codebase and ensure they never return using automated enforcement.

Push to content repo. Wait for deploy. Nothing happens. Submodule changes don’t trigger parent repo webhooks - and your CI doesn’t know anything changed.

How to run AI coding agents in tmux sessions so work continues even if your SSH connection drops - plus recovery commands for when things go wrong.

A pattern for safely executing dangerous operations like firewall rules on remote servers - verify everything before the point of no return.

A phased approach to testing Docker sandbox configurations without risking your real data - essential for personal AI bots with access to email, messaging, and notes.

Renaming a project sounds trivial until you discover how many hidden artifacts still reference the old name. A case study in env var migration pain.

Fixes pushed, build fails. Same error, over and over. The culprit: Cloudflare was building a completely different repository.