Issue #3. 3 of 10.

Treat agent-readable repository context as part of every feature rollout. Scope what each agent can see and let an orchestrator hold the map instead of loading all team knowledge into one file.

Kev is an Apache-licensed family of small decision models that can be trained and self-hosted. It offers a compatible API, published evaluations, and models sized to run on a 32 GB Mac.

Shiori is adding an AI-assisted repair system for reader-mode failures. It targets the varied parsing rules needed to separate article content from navigation, metadata, and other page clutter.