Notes from
the panel shop.

A single AI call determines the netlist. Everything else is deterministic logic. Here's why that boundary matters more than any model choice.

Extraction, Analysis, Placement — each step has a gate. What each one actually checks, and why the design cannot silently advance past a decision.

We asked panel drafters what a good day looks like. Almost none of the answers involved drawing wires. So we stopped asking them to.

Every component — and the whole sheet — can be reset to its AI-generated original. Why that single feature changes how confidently people edit.

How the coming manual edit layer preserves reproducibility even when a human moves a wire, pins a sheet, or nudges a symbol.