Trust and launch
Trust controls, Founder Signal, and open architecture
A public signal system, reusable AI architecture assets, and a concentrated pass on security, discoverability, and release integrity.
- Launched Founder Signal as a public operating surface, then added rate limits, validation, and abuse controls around its intake path.
- Published free MIT-licensed AI architecture templates and a reproducible first-party benchmark method for evaluating model and system choices.
- Hardened Auth.js and protobuf dependencies, escaped applicant inputs, and expanded the merge gate, canonical metadata, and link integrity checks.
- Connected GenCreator to the primary site chrome and published a source-led guide to model ownership and platform risk.