AI Product Builder — resources
roadmap.sh: https://roadmap.sh/ai-product-builder
Books
- Building LLM Powered Applications (Valentina Alto) — end-to-end walkthrough of designing and shipping LLM features.
- AI Engineering (Chip Huyen) — the reference text for building production applications on top of foundation models.
- Prompt Engineering for Generative AI (James Phoenix & Mike Taylor) — practical patterns for prompting, chaining, and structured output.
Courses / practice
- Anthropic Docs — first-party guidance on prompting, tool use, caching, and building with Claude.
- OpenAI Cookbook — runnable recipes for embeddings, RAG, function calling, and evals.
- DeepLearning.AI Short Courses — focused, free courses on RAG, agents, evaluation, and building LLM apps.
- Model Context Protocol — spec and guides for connecting agents to tools and data sources.