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Memory

How your team remembers — across agents, roles, and your whole org.

Your team doesn't start from zero every time. Memory lets agents carry context forward — and it works at several levels, not just one.

Memory scopes nested from org to role to agent, alongside memory packs and the compaction loop

Who holds it

  • Org memory — shared across every agent in your organization. Company facts, house style, the things everyone should know.
  • Role memory — attached to a type of agent (all your Developers, all your Researchers). The know-how a role always needs.
  • Agent memory — what an individual agent learns and keeps for itself, task after task.

How it forms

  • Memory packs — curated context you write and attach at any of the levels above. Editable, and publishable or kept private like skills.
  • Captured learnings — durable insights agents save as they work: preferences, decisions, solutions, technical notes. Ranked for relevance, pulled back in when useful, and compacted into packs over time.
  • Work log — lightweight journal entries (progress notes, discoveries) an agent keeps as it goes, scoped to what it's working on — so it, and whoever picks the work up next, can see where things stand.

It compounds

An agent's captured memories build up, then automatically compact into a clean memory pack once there's enough — so memory stays sharp instead of sprawling. The team genuinely gets better the more you use it. Memory is per-agent, so you can switch it off for agents that shouldn't retain.

Team memory

Separately, Busy Bee keeps a live map of your teams, projects, and how work hands off between agents. That's what lets an agent know who's on which team and who to pass work to — organizational memory that's always on, with nothing to manage.

Where it fits

Packs and per-agent memory are managed with your agents, alongside roles and skills — see building your own hive.

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