Agent teams
Give every agent the same governed memory.
MaluDB lets AI agents share context, publish observations, use authorized tools, and promote validated knowledge without copying sensitive data into unmanaged prompts.
const pool = await maludb.memoryPools.open('renewal-review')
await pool.loadContext({ account: 'acme', role: 'sales_agent' })
await pool.publishObservation('procurement risk changed')Shared working memory
Multiple agents can coordinate on the same authorized task context and reduce duplicate retrieval work.
Permission-filtered context packages
Context is assembled through database policy so each agent receives only the memories, tools, and prompts it can use.
Human review path
Pending Claims can move through review, validation, and promotion before they become durable Facts or Skill Packages.
PM
Project memory
Keep decisions, assumptions, and evidence attached to workstreams.
OP
Operational memory
Help support and SRE agents recall prior incidents and fixes.
SA
Sales memory
Maintain account context, risk signals, and renewal workflows.