How Do You Review 10x the Code? You Don't.

AI is generating code at 10x human speed, but we’re not shipping software 10x faster. Agents have a quality problem, and we still can’t trust their output without validation. Breaking the code review model didn’t help. So what would it take to autonomously ship code that’s actually trustworthy?

Join us to explore what an agentic harness looks like when the SDLC is the harness, a validation system that spans intent, CI, staging, and production, with context flowing bidirectionally between all stages.