Research, benchmarks, and field intelligence on AI agent assurance. Enterprises are shipping agents faster than anyone can verify what they’ll do — that gap closes evidence first, or incident first. This is where we think out loud about the first path.
The technical white paper behind Fisher: adaptive multi-turn testing, action-level evidence, replay, remediation re-attack, and a learning strategy graph, documented across 50,000+ retained research episodes as of July 2026.
Every post carries one proof, ranks on its own, and links back to the methodology.