Small Batches at AI Speed

AI lets you produce code ten times faster. It does not let you understand, test or ship it ten times faster. The gap between those two speeds is where projects go wrong.

Professional teams manage this with small batches: deliver the smallest change that gives a user something, get it in front of them, learn, repeat.

The batch-size test

Before you start an AI session, finish this sentence:

When this session is done, a user will be able to ________.

If you can't fill the blank, the task is too vague. If the blank needs "and", it's too big. Split it.

A session plan that works

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