Handbook
References & Resources
Links are grouped by topic. Items marked (course) appeared in your study guide's reference list or companion. Each module also ends with its own reading list. Links were checked automatically when this handbook was built; see validation-reports/link-check.md for the result of each one.
Product management foundations
- Atlassian: Product management (course)
- The Scrum Guide (course)
- Silicon Valley Product Group articles
- Product Talk (Teresa Torres)
- Lenny's Newsletter
Strategy
- Strategyzer: Business Model Canvas
- HBR: The Five Competitive Forces That Shape Strategy
- Lean Canvas
- Google re:Work: Set goals with OKRs
Discovery, UX and design
- Nielsen Norman Group: heuristic evaluations (course)
- Nielsen Norman Group: 10 usability heuristics
- Laws of UX
- W3C: WCAG overview
- Figma Help: Share files and prototypes (course)
- The Mom Test
Analytics and experimentation
- Trustworthy Online Controlled Experiments (book site)
- Evan Miller: A/B testing tools
- SQLBolt
- Google Analytics Help
- Mixpanel Docs · Amplitude Docs · Power BI documentation
Delivery tools
- Jira: create a work item (course)
- Confluence: use Jira and Confluence together (course)
- GitHub: Hello World (course)
Technology
AI, LLMs, RAG and agents
- Google ML Glossary (course)
- Google: Embeddings (course)
- Google Cloud: Retrieval-augmented generation (course)
- Anthropic: Building effective agents (course)
- Model Context Protocol: introduction (course)
- Anthropic: Prompt engineering overview (course)
- OpenAI: Prompt engineering (course)
- Google Gemini help (course)
- Lovable docs (course) · Replit Agent docs (course) · n8n: build your first workflow (course)
- NIST AI Risk Management Framework
- OWASP Top 10 for LLM Applications
- Attention Is All You Need (arXiv)
Datasets and starter code in this handbook
datasets/— synthetic CSVs for SQL, funnels, cohorts, RICE, A/B tests, AI evaluation and the five projects (seedatasets/README.md).templates/vibe-coding-starter/— the Module 11 Fee-Clear Cart prototype.