Verification, testing, and specification have always been the bottleneck, not implementation. Good engineers know what they want to build. They just cannot afford to prove it correct. If that cost drops to near zero, every domain where correctness matters accelerates. Aerospace, automotive, and medical device certification currently takes years of qualification effort. Cloud providers invest similar effort qualifying security-critical services and cryptographic implementations. Verified code generation could collapse that timeline to weeks. Hardware verification, where a single bug can cost hundreds of millions of dollars, benefits equally.
“Fundamentally, the agent is composed of the model, and then the harness that enables us to access your file system, make changes,” Sottiaux said. “There’s very little that is specific to coding.” A harness is a set of systems around an AI model that defines and controls how it can use tools, how it remembers things, and what guardrails it has.
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