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Learning path · Advanced

Software development with AI

Subscribers only

Build reliable software with an AI coding assistant. From good briefing and testing to a harness with validation gates and your own MCP connector, with two ready-made kits to get started straight away.

Subscribers only

Available with an active subscription, in every plan (Starter, Growth and Business). Not during the free trial.

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4 courses · approximately 7 weeks

Based on 10 minutes a day, 5 days a week. Only existing lessons count.

Curriculum

  1. Illustration for the course Building software with an AI coding assistant

    1.Building software with an AI coding assistant

    9 lessons · 82 minutes

    • From chatbot to coding assistant9 min
    • The working loop: plan, act, verify9 min
    • What you leave to the assistant, and what you do not8 min
    • Context is everything9 min
    • CLAUDE.md, your project's memory10 min
    • From idea to plan: writing specs for an assistant9 min
    • Iterating with git9 min
    • Reviewing an assistant's code9 min
    • Your first project with an assistant10 min
    View the course
  2. Illustration for the course Testing, review and security of AI code

    2.Testing, review and security of AI code

    9 lessons · 78 minutes

    • Why tests matter more with AI8 min
    • Test first, then code9 min
    • Evidence before you say "done"8 min
    • Reading what the assistant wrote9 min
    • The typical mistakes of assistants9 min
    • A second pair of eyes, human and artificial8 min
    • Secrets and personal data9 min
    • Dependencies and hidden instructions9 min
    • A secure way of working for your team9 min
    View the course
  3. Illustration for the course Harness engineering: letting AI build within gates

    3.Harness engineering: letting AI build within gates

    9 lessons · 83 minutes

    • Why a strong assistant needs a harness9 min
    • The four layers of a harness9 min
    • Steering versus enforcing8 min
    • Eight phases, seven gates10 min
    • Scope is sacred9 min
    • Signing off gates without box-ticking9 min
    • Writing ground rules that work9 min
    • Skills and hooks: ways of working and enforcement10 min
    • Putting the AI project flow kit to work10 min
    View the course
  4. Illustration for the course Building an MCP connector for your own software

    4.Building an MCP connector for your own software

    9 lessons · 81 minutes

    • Letting Claude talk to your own software9 min
    • When a connector makes sense8 min
    • Security from the start9 min
    • The intake: start from the questions9 min
    • Designing tools Claude uses well10 min
    • The gate: approval by the data owner8 min
    • The MCP connector kit and the server10 min
    • Building and testing with the skills9 min
    • Rolling out, connecting to Claude and managing9 min
    View the course
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