
Week 1Week 2Week 3Week 4Week 5
Introduction to Agentic Workflows
- Welcome!Video・2 mins
- What is agentic AI?Video・5 mins
- Degrees of autonomyVideo・5 mins
- Benefits of agentic AIVideo・4 mins
- Agentic AI applicationsVideo・7 mins
- Task decomposition: Identifying the steps in a workflowVideo・8 mins
- Evaluation agentic AI (evals)Video・5 mins
- Agentic design patternsVideo・7 mins
- Module 1 quiz
Graded・Quiz
・10 mins - Try the research agentCode Example・10 mins
Reflection Design Pattern
- Reflection to improve outputs of a taskVideo・3 mins
- Why not just direct generation?Video・5 mins
- Chart generation workflowVideo・3 mins
- Ungraded Lab: Chart GenerationCode Example・15 mins
- Evaluating the impact of reflectionVideo・8 mins
- Using external feedbackVideo・4 mins
- Ungraded Lab: Improving SQL Generation with ReflectionCode Example・15 mins
- Module 2 quiz
Graded・Quiz
・10 mins - M2 Graded Lab
Graded・Code Assignment
・1 hour
Tool use
- What are tools?Video・6 mins
- Creating a toolVideo・5 mins
- Tool syntaxVideo・5 mins
- Ungraded Lab: Turning functions into toolsCode Example・15 mins
- Ungraded Lab: Email Assistant WorkflowCode Example・15 mins
- Code executionVideo・5 mins
- MCPVideo・5 mins
- Module 3 quiz
Graded・Quiz
・10 mins - M3 Graded Lab
Graded・Code Assignment
・1 hour
Practical Tips for Building Agentic AI
- Evaluations (evals)Video・15 mins
- Error analysis and prioritizing next stepsVideo・9 mins
- More error analysis examplesVideo・5 mins
- Component-level evaluationsVideo・3 mins
- Ungraded Lab: Adding a component-level eval to the research workflowCode Example・15 mins
- How to address problems you identifyVideo・9 mins
- Latency, cost optimizationVideo・4 mins
- Development process summaryVideo・3 mins
- Module 4 quiz
Graded・Quiz
・10 mins
Patterns for Highly Autonomous Agents
- Planning workflowsVideo・7 mins
- Creating and executing LLM plansVideo・2 mins
- Planning with code executionVideo・7 mins
- Ungraded Lab: Customer Service AgentCode Example・15 mins
- Multi-agentic workflowsVideo・9 mins
- Ungraded Lab: Market Research TeamCode Example・15 mins
- Communication patterns for multi-agent systemsVideo・4 mins
- Module 5 quiz
Graded・Quiz
・10 mins - M5 Graded Assignment - Agentic Workflows
Graded・Code Assignment
・10 mins - ConclusionVideo・2 mins
- AcknowledgmentsReading・5 mins