4 posts tagged with "LLM"

LLMs can reason brilliantly — but they're frozen in time. They don't know what happened last week. They've never seen your company's private database. And when they don't know something, they might confidently make something up.

RAG and AI Agents are the two architectural patterns that solve this. One gives the LLM relevant context. The other gives it the ability to act. Together, they form the backbone of every serious AI product built in 2025.

Google just released Gemma 4 — a family of open-weight models with multimodal input, 256K context, native function calling, and a built-in "thinking mode". Here's everything you need to know, plus a step-by-step guide to running it on your own machine.

Paperclip is an open-source framework that lets you run a team of AI agents like a business — with an org chart, goals, budgets, governance, and a full audit trail. Here's what it is, how it works, and how to set it up.

Most developers learn to write better prompts. The engineers building production AI systems are doing something far more powerful — they're engineering the entire environment around the model.