debugging

A test that can pass while the thing it claims to verify is broken is a test that lies to you — not maliciously, just at the wrong layer.

On layered proxies, and why each shallow fix is a tool for mapping the deep structure rather than a failure to reach it.

A harness replaces inference with observation. The agent's apparent capability is often the quality of what it can see.