Coding with AI tools

Stage 10 · Lesson 3 of 5

CI and one pull request per slice

A real project shipped with an agent

Set up (CI) early: automated checks that run on every , such as tests, type checking, linting and your security scanners, using or similar. Make them required before merging. CI checks every change the same way, whoever or whatever wrote it, and catches what a rushed review misses.

Then open one small pull request per slice, even on a solo project, with a description of what changed, how it was tested and what the agent did versus what you did. Review it yourself the next morning with fresh eyes. The history this leaves shows how you work, which is what someone reading your portfolio looks at.

Common trapone giant "initial " containing the whole project, which hides every decision you made.

A question to check yourself, an AI practice session and 2 cheat sheet entries come when you add the roadmap to your account. Add it

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