Spec-gated agent harness for verifiable run state: CAS run ledger, adversarial reconciler vectors, qualification-gated modules, and an executable seam gate. Multi-lane draft-PR delivery with exact-head attestation and blob-hash verification.

Physical adversarial examples against clothing detection: pattern design tool, Pattern Lab benchmarking, and RAC evidence certification. Preregistered experiments, strict arm isolation, fail-closed verification.

Retro tech-ops game universe with a canonical soundtrack (K the EMRLD). Story-bible-driven world where support tickets are boss fights.

Public research portfolio: adversarial garment program, RAC verification reports, and open-source project index.