Coding with AI tools

Stage 10 · Lesson 5 of 5

Disclosing AI use and writing it up

A real project shipped with an agent

Be honest about how you used AI: in the README, descriptions or trailers, following any required format from your course or employer. A clear account such as " wrote the scaffolding and first drafts of tests; I wrote the booking logic and migrations and reviewed every " is itself evidence of skill.

Then write a short project write-up: the problem and user, your design and why, what the agent did, what you changed or rejected, bugs you caught in review or from real users, what the tests and CI protected, and what you would do differently.

Anyone can generate a ; the write-up shows the judgment behind it, which is what employers and mentors want to see.

Common traplisting features only and leaving out the mistakes you caught and the decisions 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

Resources for this stage

Start with· follow one of these

  • CourseFree
    Claude Code in Action

    Anthropic · Intermediate

    Free course lessons on longer sessions, GitHub Actions and verifying work you did not watch

  • GuideFree
    How to Write a Git Commit Message

    Chris Beams · Beginner

    Seven rules for commit messages that make your project history readable

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