What You'll Find Here
Resources organized by what you're trying to learn, from practitioners who've built and shipped successful products.
AI Development Workflows
Learn how builders actually use Claude Code, Cursor, and GitHub Copilot in production. Real workflows, not marketing demos. Spec-driven development, AI evaluations, and agent architecture.
Customer Development
Stop building features no one uses. Learn how to validate ideas, talk to customers, and fall in love with the problem. Techniques from The Mom Test and practitioners who've found PMF.
Product Strategy
How companies navigate from idea to product-market fit. Real pivots, real frameworks, real lessons from founders who've built successful products.
AI Tools & Infrastructure
Understand the AI stack: models, MCP servers, vector databases, and frameworks. Compare options and learn what actually works in production.
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Essential Learning Guides
Comprehensive guides on spec-driven development, AI evaluations, agent architecture, and production workflows
Spec-Driven Development
New
Build production AI code with structured specifications. Move from vibe coding to systematic development with AI agents.
AI Evaluations
Trending
Test and validate your AI agent's performance before shipping to production. The #1 skill for 2025.
Model Context Protocol
Standardize how AI agents access context and connect to tools. The future of agent interoperability.
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Essential AI Tools for Building
Claude Code, Cursor, GitHub Copilot, and other tools that AI product builders rely on daily
Claude Code
Recommended
Anthropic
Agentic coding assistant that runs in browser, desktop (VS Code/JetBrains), and iOS. Handles complete software engineering workflows with GitHub integration, parallel task execution, and automatic PR creation.
GitHub Copilot
GitHub
Industry-standard AI coding assistant with 1.3M+ paid users. Now includes agentic Copilot Agent that autonomously executes GitHub issues in Actions-powered environments.
Cursor
Cursor
AI-first code editor built on VS Code with agentic capabilities. Cmd+K for inline editing, Tab for autocomplete, and AI chat that understands your entire codebase.
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MCP Servers
Playwright, GitHub, Azure DevOps, and other official servers that extend what AI agents can do for you
Playwright MCP Server
Official
Microsoft
Official Microsoft server for browser automation. Control browsers, take screenshots, and interact with web pages using natural language.
Azure DevOps
GA Oct 2025
Microsoft
Official Microsoft MCP server for Azure DevOps. Access work items, pull requests, builds, test plans, and wikis.
GitHub MCP Server
Official
GitHub
Official GitHub server for managing repositories, issues, and pull requests. Search code and automate workflows with AI.
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Recommended Podcasts for AI Builders
Stay updated with the best AI and product development podcasts from experienced practitioners
AI and I
Dan Shipper
AI-focused conversations exploring the Every perspective on artificial intelligence
How I AI
Claire Vo
Practical stories of AI implementation. Real practitioners share how they're using AI tools and building AI features
Lenny's Podcast
Lenny Rachitsky
World-class product leaders and growth experts share concrete, actionable, tactical advice for building, launching, and growing products
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Essential Books for AI Product Builders
Curated reading list on customer development, product strategy, and building products people want
Fall in Love with the Problem, Not the Solution
Uri Levine
Waze co-founder Uri Levine's framework for building successful startups. Why focusing on the problem, not your solution, is the key to product-market fit.
The Mom Test
Rob Fitzpatrick
How to talk to customers & learn if your business is a good idea when everyone is lying to you. Essential customer development skills.
Build: An Unorthodox Guide to Making Things Worth Making
Tony Fadell
Unfiltered lessons from the creator of the iPod and Nest. Tony Fadell's playbook for building breakthrough products, teams, and companies.