Prompt Engineering
5 prompt engineering lessons from a year of production agents
What actually moves the needle on agent reliability, distilled from a year of shipping agentic workflows in production.
Prompt EngineeringAgentic AI
Writing
Blog
Deep dives on agentic AI, LangGraph, MCP, RAG architectures, and production LLM engineering.
Agentic AI
What is MCP, and why every AI engineer should care
The Model Context Protocol standardizes how LLMs connect to tools and data. Here's why that matters for anyone building agentic systems.
MCPAgentic AITool Use
RAG
Graph-RAG vs. vector RAG: when hybrid retrieval actually wins
Vector search alone misses multi-hop relationships. Here's when Graph-RAG earns its added complexity — and when it doesn't.
RAGLangChainGraph-RAG