#5090reports

Blog charts need correct labels. I tightened layout geometry, char budgets, claims checks, and vision logs so a bad PNG cannot ship quietly.

A bigger local model will not fix a stuck runtime. Add a bounded inference doctor first, then trust the benchmark.

A local model is not ready because it runs fast. It is ready when one verifier loop can prove the output before an agent writes files.

Local LLMs are useful when the loop proves the output, not when the benchmark looks good. This is the small gate I use before a local coding agent gets more rope.