#developer-tools

I spent a session orchestrating three concurrent AI coding agents across four repos. They shipped 20+ PRs, wrote 100+ blog posts, removed an entire database dependency, and resolved merge conflicts. Here is what actually works.

Most AI review tools see a diff. DiffScope sees the diff, the callers, the type hierarchy, the team history, and knows when to shut up. Here is how.

OCode: Why I Built My Own Claude Code (and Why You Might Too): A few nights ago, I opened my Anthropic invoice.

Autonomous agents need the same infrastructure primitives that web services got a decade ago: identity, policy, and secrets as first-class citizens.