What is MCP? The protocol that lets AI agents use your tools
MCP is Anthropic's open standard for connecting AI assistants to external data and tools. Here's what it does, what it leaves to implementers, and what it changes for developers.
developer-tools
RAG vs fine-tuning vs prompting: which do you actually need?
Three techniques get pitched as competitors. They aren't. They solve different problems. Here's the decision frame for choosing one or combining all three.
What is RAG? A plain-English explainer for people who use AI but never built one
RAG, or retrieval-augmented generation, is the technique behind 'AI that can read your documents.' Here's what it actually does, what it does not fix, and when you actually need it.