Two ways to run keyes.ai services
The same engine — Vector, Memory, GitDB — runs as a managed service or inside your own cloud account. A short note on what each shape is for, and what's actually built.
7 posts tagged gitdb.
The same engine — Vector, Memory, GitDB — runs as a managed service or inside your own cloud account. A short note on what each shape is for, and what's actually built.
A look at real, documented cases where departing engineers walked out with the codebase — and what GitDB does to make that materially harder.
GitHub has been built for human developers for over 15 years. GitDB has been built for AI agents from day one. Both are correct designs — for different actors. A look at what each one fits.
A walk-through of the actual token math — where the savings come from, what they don't help with, and how I'd reproduce them in your codebase.
A walk-through of four coding agents shipping a feature in parallel — what each one did, where they handed off, and what the bill looked like.
How GitDB coordinates multi-agent code workflows without ever putting source on a developer machine — and why a database, not a filesystem, is the right substrate for it.
AI coding agents spend 60–80% of their tokens just finding things in the codebase. That's grep hell. Here's what we built underneath instead.