Developer Workflow

You'll learn how to decide whether to bundle or split an AI coding prompt by counting how each part will be checked, and how to order a bundle safely when you can't split it.

You'll learn to spot five common ways a coding agent run goes wrong while it is still running, check for each one in about 10 seconds, and decide whether to steer the run, kill it, or let it finish.

You'll learn why, once an agent can regenerate code from a spec, the spec becomes the source of truth and the code becomes disposable build output — and how that changes hand-fixes and PR review.

There's one exact moment a coding agent's plan goes wrong — miss it and you're not fixing a mistake anymore, you're auditing a whole structure built on top of it.