IntermediateProduct Managers
Building and Shipping AI Features
Move from understanding AI to actually building it. This path covers writing AI PRDs, designing evaluation frameworks, specifying agent behaviors, running evals, monitoring production systems, and shipping with confidence.
5 modules24 steps~5 hours
0% complete0/24 steps
Path Progress: 0% (0/24 steps)▾
○Module 1: Writing AI Product Specs0/6
○Module 2: Designing AI Agent Behaviors0/6
○Module 3: Running LLM Evaluations0/7
○Module 4: Ethics and Safety in Practice0/5
○Module 5: Shipping and Monitoring AI0/7
After completing this path, you will be able to:
- ✓Write an AI-specific PRD that accounts for non-deterministic behavior
- ✓Design and run LLM evaluations without depending on engineering
- ✓Specify agent behaviors and error handling patterns
- ✓Set up monitoring and alerting for AI features in production
Prerequisite: AI Product Management Fundamentals
Learning Objectives
- •Write PRDs for AI features with clear success criteria
- •Specify evaluation metrics in the spec itself
- •Define failure modes and fallback behaviors
Learning Objectives
- •Specify agent behavior patterns and boundaries
- •Design error handling and graceful degradation for agents
- •Apply red-teaming techniques to find agent vulnerabilities
Learning Objectives
- •Design eval suites for LLM-based features
- •Run evals without depending on engineering resources
- •Interpret eval results and make ship/no-ship decisions
Learning Objectives
- •Run an ethics review for an AI feature
- •Apply the Responsible AI framework to real decisions
- •Identify and mitigate bias, safety, and fairness risks
Learning Objectives
- •Plan an AI feature launch with appropriate guardrails
- •Set up monitoring dashboards for AI-specific metrics
- •Know when an AI feature is degrading and how to respond
Path Progress
0% complete0/24 steps
○Writing AI Product Specs0/6
○Designing AI Agent Behaviors0/6
○Running LLM Evaluations0/7
○Ethics and Safety in Practice0/5
○Shipping and Monitoring AI0/7
0 of 24 steps completed