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By Ryan Lopopolo, Member of the Technical Staff

Over the past five months, our team has been running an experiment: building and shipping an internal beta of a software product with 0 lines of manually-written code .

The product has internal daily users and external alpha testers. It ships, deploys, breaks, and gets fixed. What’s different is that every line of code—application logic, tests, CI configuration, documentation, observability, and internal tooling—has been written by Codex. We estimate that we built this in about 1/10th the time it would have taken to write the code by hand.

Humans steer. Agents execute.

We intentionally chose this constraint so we would build what was necessary to increase engineering velocity by orders of magnitude.…

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