How AI Coding Agents Find Code: Inside the Context-Rich Harness

A live thesis in coding-agent tooling says quality comes from the harness, not the model: "freeze the model, train the harness." Here's how a context-rich harness actually finds and ranks the right code — and why it beats grep and naive embeddings.

07/22/2026 · AI Tutorials · 9 min read