Blog
Which Claude Do You Want in Your Garage?
Choose between Claude Chat, Cowork, and Code based on where the work should happen, what Claude can access, and who should handle the handoff.
Who Knows Where the Bones Are Buried?
AI agents can extend patterns in your codebase, but they cannot see the buried context behind them. That changes what teams need to preserve.
The Question Your RAG Can't Answer
A Context Graph is a curated, typed knowledge graph that gives AI agents structured memory they can traverse and update.
The Routing Drift
Routing drift happens when overlapping tool or skill descriptions cause an AI to route prompts to the wrong capability.