Path
The full skill library
Every skill here has a runnable lab or a worked lesson behind it. Start with the ordered Product Builder Path, then branch where your live build needs it.
AI
Using AI to think, build, and ship faster with quality.
AI Coding Assistants
Use copilots to accelerate implementation while preserving review rigor.
AI · Intermediate
Open guided practice
AI Prototyping
Generate and iterate product concepts quickly with AI-native workflows.
AI · Beginner
Open guided practice
LLM Evaluation
Design evals that catch regressions and measure whether changes improve outcomes.
AI · Intermediate
Open guided practice
Context Engineering
Structure and curate the information given to AI systems so they produce better, more reliable outputs.
AI · Intermediate
Open guided practice
Agent Workflows
Design multi-agent orchestration patterns with tools, handoffs, and guardrails for reliable autonomous execution.
AI · Intermediate
Open guided practice
Technical
Engineering fluency for shipping and collaborating deeply.
API Literacy
Understand request/response patterns, authentication, and integrations.
Technical · Intermediate
Open guided practice
Git Workflows
Use branching, pull requests, and code review effectively.
Technical · Beginner
Open guided practice
Spec-Driven Development
Write specs that compile into tasks, tests, and implementation slices using frameworks like GitHub Spec Kit, BMAD, and OpenSpec.
Technical · Intermediate
Open guided practice
Product
Discovery, prioritization, and strategic product decision-making.
Product Discovery
Validate problems and solutions through continuous customer learning.
Product · Advanced
Open guided practice
Product Strategy
Align initiatives to long-term outcomes and business context.
Product · Advanced
Open guided practice
AI Product Strategy
Select model approaches, cost/perf tradeoffs, and UX constraints that win in-market.
Product · Intermediate
Open guided practice
Design
User-centered experience thinking and interface craft.
Analytics
Measurement, analysis, and insight generation for product decisions.
Marketing
Growth loops, positioning, and go-to-market fundamentals.
Soft Skills
Leadership and collaboration capabilities for cross-functional impact.