GUIDESCONTEXT FOR AGENTSREV: 2026-07

Guides

How to ground AI agents in context they can trust: cited, versioned, checksummed.

Context Engineering vs Prompt Engineering: What's the Difference?

Prompt engineering shapes one instruction. Context engineering manages everything the model sees across a task. What each is, when each matters, and why context wins at scale.

What Is a Context Layer for AI Agents?

The tier between your data and your agents that decides what the agent knows at each step. What it does, how it differs from RAG, and why provenance is the part most teams miss.