AI & Engineering · 16 min
The Renderer Nobody Has Used Since 2023
A hands-on guide to Google's Open Knowledge Format on a JS/TS monorepo: bundle layout, a scaffold script, CI wiring, and outcomes after three months.
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A hands-on guide to Google's Open Knowledge Format on a JS/TS monorepo: bundle layout, a scaffold script, CI wiring, and outcomes after three months.
Five layers — context file, plan gate, atomic tasks, git checkpoints, verification loop — that make AI agents fast and trustworthy instead of chaotic.
Episodic, bi-temporal memory with Graphiti lets an AI agent answer not just what's true now, but what was true when, without re-indexing the whole world.
Reliable agents come from control, not capability. Cap turns and time, push predictable steps into a state machine, and keep a human on the irreversible ones.