
Thoth: How I Built an Automated Documentation System That Caught Up 455 PRs in One Night
47 repos. 455 merged PRs. 24 knowledge base docs generated automatically. Documentation doesn't drift when a god of knowledge is watching.

47 repos. 455 merged PRs. 24 knowledge base docs generated automatically. Documentation doesn't drift when a god of knowledge is watching.

The bottleneck in AI-assisted development isn't writing code faster — it's thinking sequentially when the work isn't. Here's how dispatching three agents simultaneously collapsed three review cycles into one.

We shipped four bugs past code review, passing CI, and two AI reviewers in a single day. Here's what that taught me about the real limits of agentic coding — and the one discipline that would have caught all of them.

Every time you pull in external code without auditing it, you're trusting a stranger with the keys to your infrastructure. Here's the process — and the tool — we use to fix that.