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Anthropic · Course

AI Fluency for builders

AI Fluency for builders applies the 4D framework of Delegation, Description, Discernment and Diligence to the work of product people, engineers and makers, from framing a customer problem to shipping. It was built with CodePath.

Open at Anthropic ↗Common questions

Who it suits

  • Product people, engineers and makers who build with AI and want clear judgement about when to ship, fix or stop.
  • Teams who want acceptance tests and review criteria for AI-generated work.

What it covers

  • The 4D framework applied to a builder’s role, and what current AI does well and where it falls short.
  • Decomposing a customer problem and deciding what role AI plays at each stage.
  • Writing acceptance tests that define done before any code exists.
  • Translating a user need into a precise AI instruction with the Description Chain.
  • Evaluating AI-generated work across five lenses (correctness, quality, fit, experience, responsibility) and owning what you ship.

Before you start

  • Anthropic recommends completing AI Fluency: Framework and foundations first for a deeper grounding, since this course covers the basics only lightly.

Common questions about AI Fluency for builders

How long is AI Fluency for builders?
Anthropic lists 9 lessons on the course page.
Who built it?
Anthropic, in partnership with CodePath, drawing on research with engineers and product builders.
Do I need the foundations course first?
Anthropic recommends completing AI Fluency: Framework and foundations first for a deeper grounding, since this course covers the basics only lightly.

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Where this comes from

Written from Anthropic’s own pages, read on 2026-10-13. Content, prices and availability change, so the provider’s page is the source. We are not affiliated with Anthropic and this is not an endorsement.