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Discover AI tools, complete structured learning, and earn certificates.

AI for Developers

Free

Go from AI-curious to AI-native. Learn to ship faster with coding assistants, write better tests and docs automatically, prompt AI APIs correctly, build RAG pipelines and agents, run local models, and put AI features into production with confidence.

Complete this learning path and earn a certificate. Register to save progress and claim yours.

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Tutorials & tasks

Explore freely — jump to any step at your own pace.

  1. 1The Developer's AI Mindset: What's Real, What's Hype, and How to Use It WellTutorial
  2. 2The Three Modes of AI-Assisted DevelopmentTutorial
  3. 3Set Up Codeium: Free AI Code Completion in Any EditorTutorial
  4. 4Use AI in your code editorTask
  5. 5Set Up Cursor for Full Codebase ChatTutorial
  6. 6Use Continue for a Large Codebase RefactorTutorial
  7. 7AI code review and refactoringTask
  8. 8Generate and Maintain E2E Tests with OctomindTutorial
  9. 9Generate tests from code with AITask
  10. 10Write code documentationTask
  11. 11Prompt Engineering: Role, Context, and StructureTutorial
  12. 12Prompt Patterns Every Developer Should KnowTutorial
  13. 13Extract Structured Data from Documents with ClaudeTutorial
  14. 14Extract structured data from documentsTask
  15. 15Why Developers Should Run AI Models LocallyTutorial
  16. 16Install Ollama and Run LLMs Locally in 5 MinutesTutorial
  17. 17Set Up Open WebUI with Ollama: Your Own ChatGPTTutorial
  18. 18Set Up RAG in Open WebUI: Query Your DocumentsTutorial
  19. 19RAG Pipeline Architecture: What Developers Need to KnowTutorial
  20. 20Build RAG pipelineTask
  21. 21AI Agent Design Patterns for DevelopersTutorial
  22. 22Build AI agents and multi-agent workflowsTask
  23. 23Build a Custom GPT with Actions and KnowledgeTutorial
  24. 24Build Your First n8n Workflow (Self-Hosted Automation)Tutorial
  25. 25Build a full-stack app with AITask
  26. 26Production AI: Reliability and Cost ManagementTutorial
  27. 27Production AI: Safety, Observability, and MonitoringTutorial
  28. 28Multi-Model Routing and Provider ManagementTutorial
  29. 29Deploy AI modelsTask
  30. 30Shipping AI Features to Production: The Six Things That Will BreakTutorial

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