Jad Naous, who runs a ten-person engineering team, tells a16z’s Martin Casado that coding agents have compressed projects that once took six months into roughly ten days. The harder question is what happens after launch, when production systems fail in ways no model has seen and a debugging agent has to form hypotheses about live traffic.