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Learning path

AI Coding Assistants

Copilot, Cursor and Claude Code compared, prompting for code with tests, and safe AI-written code, with animated films and runnable Python. Part of the Gen AI Developer premium track.

Start with lesson 1
  1. 1

    GitHub Copilot, Cursor and Claude Code Compared

    The three levels of AI coding help (autocomplete, chat, agent), what GitHub Copilot, Cursor and Claude Code each do best, project instruction files, and how to measure whether…

    3 min read
  2. 2

    Prompting for Code: Specs, Tests and Reviews

    Get correct code from an AI assistant: write a clear spec with examples, write the tests first, let the tests catch the AI's first attempt, ask for small…

    3 min read
  3. 3

    Working Safely with AI-Written Code

    The real risks of AI-generated code and how to catch them: SQL injection you can see happen, made-up package names, leaked secrets, licences, agent permissions, and a review…

    4 min read