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Knsept
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Ship with AI agents

From your first mapped session to a deployed app. The core loop, in an order that builds on itself.

BeginnerLevel
4Sections
10Lessons
6Checks
~60 minTotal time
Start the module
By the end you’ll be able to
  • Set up any repo so agents start every session with the right context
  • Run the map, ask, change, verify loop on real tasks
  • Deploy a full-stack app to the edge with data you own
Curriculum
  1. 1The mindsetWhy agents make the mistakes they do, and the one change that fixes most of them.5 items
    ? Check your understanding
    Check 1Most bad agent edits come from what?
    Check 2Which prompt habit cuts tokens and rework the most?
  2. 2Set up the repoContext, commands, red lines and memory.5 items
    ? Check your understanding
    Check 1What’s the test for keeping a line in your context file?
    Check 2What should a decision log entry record that the code can’t show?
  3. 3Run the loopThe session shape and the checks that make "done" mean done.4 items
    ? Check your understanding
    Check 1What are the three checks in the verification loop, in order?
  4. 4Ship itPut it on the edge with a signup form and a database.2 items
    ? Check your understanding
    Check 1Why check the rate limit before verifying Turnstile?