Contact
Preferred channel: public, technical threads with references. This is a public standard architecture surface — communication stays technical and evidence-oriented.
Preferred channel
For verification questions, audit artifacts, or coordination with researchers and institutions, please open a GitHub thread and include the relevant snapshot hash and repository references.
When opening a thread, include
- Snapshot hash (expected SHA-256)
- Referenced inputs / artifact links
- Environment details (OS, Go/Node version if relevant)
- Reproduction steps (minimal)
Sensitive disclosures: please do not post publicly. Add a security policy / private channel when ready.