Claude Cookbook(platform.claude.com)
317 points by saikatsg 1 day ago | 159 comments
tl;dr: Anthropic's Claude Cookbook is a growing collection of practical notebooks and guides covering agent patterns, tool use, RAG, evals, multimodal workflows, prompt caching, fine-tuning, and integrations with services like Pinecone, LangChain, and ElevenLabs. Recent entries focus heavily on the Claude Agent SDK and Managed Agents—covering multi-agent orchestration, memory/context compaction, self-verifying outcomes, SRE and vulnerability-detection agents, and production deployment patterns. Older recipes cover fundamentals like JSON extraction, SQL generation, vision, classification, and summarization.
HN Discussion:
  • AI usage guides and agentic workflow resources are pointless theatre since AI can explain itself
  • The frontend aesthetics examples show no real improvement, undermining the cookbook's credibility
  • Appreciates the resource and points to similar cookbooks from other AI labs
  • Frontend coding with agents remains problematic and seeks better workflows
  • Misread the title expecting actual food recipes, showing naming confusion