Safe + Fast

Barty Wardell and Nik Lebedenko of Vividata, aerospace engineers who build AI for airline operations, show how their small team stopped writing code by hand. Nik walks through their agent loop: well-scoped tasks handed to many agents in parallel, sandboxed environments, CI and automated review, a tool that finds duplicated code, and lessons fed back so mistakes are not repeated. They share the numbers, how sales and engineering merged into one team, and what changes when code is cheap.