Phase 3: Semi-Autonomous Systems

Build AI that plans, executes, and evaluates its own work

Modules in This Phase

Planning Frameworks

Teach AI to think before it acts. Learn how to design prompts that make AI create a step-by-step plan before executing any task.

Duration

Week 25–27

Tools

ChatGPTNotion

Projects

2 hands-on projects

Milestone: You can prompt AI to generate a structured plan for any goal.

Self-Review Loops

Learn the most powerful agentic skill: making AI check its own work. Build prompts that evaluate output quality and suggest improvements automatically.

Duration

Week 28–30

Tools

ChatGPTPython

Projects

2 hands-on projects

Milestone: You build a system where AI produces output AND evaluates it against a rubric.

Memory & State

Real agents remember things! Learn how to give AI a memory using databases, so it can track what it has done and build on previous results.

Duration

Week 31–33

Tools

PythonSQLiteAirtable

Projects

2 hands-on projects

Milestone: You build an AI tool that stores and retrieves information between sessions.

Tool Calling

Level up your agents by giving them tools — like web search, calculators, or databases — that they can use to complete tasks more accurately.

Duration

Week 34–36

Tools

OpenAI APIPythonGitHub

Projects

2 hands-on projects

Milestone: You build an agent that uses at least 2 external tools to complete a task.