#RAG optimization

AI Hardware

Context Engineering Beats Model Upgrades Every Time

I’ve never fixed a production agent by upgrading the model. Not once. Every fix came from changing what the model saw. That's the raw truth from the trenches.

AI Business

Chroma's Context-1: The 20B Agent That Prunes AI's Memory Mess

Imagine an AI that doesn't drown in its own documents. Chroma's Context-1, a nimble 20B agent, slices through multi-hop queries like a laser-guided librarian.