AI Engineer Sandbox

Ninety minutes, bring a laptop.

A short session used to prove the CFP confirmation email is delivered to a real mailbox and renders correctly.A short session used to prove the CFP confirmation email is delivered to a real mailbox and renders correctly.

Our monorepo CI took 40 minutes on a good day. This talk walks through how we cut it to 6 minutes with content-addressed caching, remote execution, and a test-selection model, including the two migrations that failed first. You'll leave with a decision framework for which incremental-build investments pay off at which repo sizes, and the graphs to convince your platform team.

Sharding, caching, and the failure modes.

Golden files, but for prompts.

How to build evals when you have no labels.

Our monorepo CI took 40 minutes on a good day. This talk walks through how we cut it to 6 minutes with content-addressed caching, remote execution, and a test-selection model, including the two migrations that failed first. You'll leave with a decision framework for which incremental-build investments pay off at which repo sizes, and the graphs to convince your platform team. This session now includes a live demo of remote build caching.