Hands-On Loop Engineering with Claude Course

Source: https://youssefhosni.gumroad.com/l/vmagsr

Stop re-prompting Claude every morning. Build loops that run, verify their own work, and remember what happened last time.

Most Claude workflows still start the same way: you write a prompt, wait, read the result, decide what to ask next. That works for one-off tasks. It falls apart the moment the work is repetitive, has state, or needs several rounds of checking — because the unit of work is a single prompt, and nothing survives the session.

The better abstraction is not a better prompt. It is a loop.

A Claude loop is a repeatable workflow around the model. It defines what triggers a run, what Claude reads before acting, what it is allowed to change, how the output gets verified, where state is stored, and when the loop should stop, repeat, or escalate to a human. Claude still does the reasoning. The loop supplies the operating structure.

This is a 2-hour hands-on course that builds that structure from scratch, plus a 117-page book and three working loops you can run today.