Insights on applied AI
Field notes on building Generative and Agentic AI that ships — chatbots, RAG, agents, automation and MCP.
Agentic AI
What Is Agentic AI? A Practical Guide for Businesses in 2026
Agentic AI moves beyond chatbots to systems that pursue goals, use tools and complete multi-step work. Here's what that means and how to adopt it.
8 min read
RAGRAG vs. Fine-Tuning: Which Is Right for Your AI Assistant?
Should you fine-tune a model or use RAG? For most business knowledge assistants, RAG wins on cost, freshness and accuracy. Here's why.
7 min read
MCPThe Model Context Protocol (MCP), Explained
MCP is becoming the USB-C of AI tools — one open standard to connect models to your data and systems. Here's how it works.
6 min read
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