Use AI in everyday development
Practice context, code understanding, boundary checks, and verification. Start by completing work tasks reliably.
L1 → L2Collaborative development
Explore the task path ↗A clear direction makes the next step easier.
Use your development experience, then build additional skills through tasks and projects.
Build a demonstrable AI application
Connect APIs, retrieval, citations, and evaluation in a real RAG project.
L2 → L3RAG practice
Explore the project path ↗Keep a workflow running
Combine permissions, state, failures, and operating records to build a reliable system and complete workflow.
L3 → L5Workflow
Explore the system path ↗Application development · Complete learning map
- AI foundations and directionL1
- Prompting and contextL2
- Verification and reliabilityL2
- AI-assisted developmentL3
- LLM application foundationsL3
- RAG project practiceL3
- Agents and workflowsL4
- System delivery and operationsL4
- Career and project communicationL3
Start directly with courses, projects, interviews, or assessments. Experienced learners need not repeat every introductory unit.