Organization / Contribute

Help create better evidence.

Contributions are most useful when they improve a bounded project need without turning plans into unsupported claims.
Software and documentation

Review code, contracts, tests, and public explanations.

Open-source collaboration can strengthen privacy, recovery, accessibility, compatibility, and repeatable validation.

Hardware and field experience

Document exact conditions and limits.

Hardware work occurs only at an accepted project gate with explicit authorization. Device identifiers and private pairing material stay private.