design-intent

To verify GPIO mappings across firmware, schematic, and PCB sources, run an automated design intent adversary. It cross-checks board_config.h against schematic and PCB caches to ensure end-to-end signal paths are complete and consistent.

Orphan nets and duplicate GPIO usage occur when firmware configurations and hardware schematics diverge during development. A design intent adversary detects these inconsistencies by hunting for missing signal paths and conflicting pin assignments across multiple sources.

Check power and ground integrity before a PCB release by running an automated validation suite. It cross-references power chains across datasheet specs, firmware, and PCB layouts to identify breaks or inconsistencies in the power delivery network.

Yes, you can validate cross-component signal routing for SD, USB, and audio chains automatically. The design intent validation process enumerates 18 specific tests across these interfaces to catch edge cases and verify signal integrity prior to manufacturing.

Yes, datasheet specifications are required to validate hardware design intent. The validation process uses datasheet_specs.py alongside firmware and PCB caches to confirm that component configurations match manufacturer guidelines and ensure correct signal routing.

The best way to integrate design intent checks with a PCB review workflow is to run the validation scripts prior to manufacturing. This complements standard PCB review processes by hardening the design and coordinating the firmware and hardware source-of-truth.