First-Tree Blog

Notes from the team building shared context for agent teams.

What an Agent Needs to Join Your Team

What an Agent Needs to Join Your Team

Current AI agents are personal assistants, not team members. This is the theory of infrastructure agents need to actually join a team — shared working memory, agentic task distribution, and a context tree that makes knowledge low-entropy.

AgentsInfrastructureContext
The Missing Memory

The Missing Memory

If you work with AI agents today, you've become a full-time context router — manually ferrying knowledge between agents that can't see each other. The bottleneck was never intelligence. It's memory.

ContextAgents