Shared memory for AI agents · built on FalkorDB
Your AI agents keep solving problems your company already solved.
Mycelium gives every agent one shared memory, so a problem solved once is never solved twice.
The problem
3 days
Yash spent 3 days fixing a login bug. Ten weeks later, Neha's agent is about to repeat the fix that already failed.
Agents start every session blank.
0 warning
Meera's agent is rotating the keys Tom's app depends on. Neither agent knows about the other.
Agents can't see each other.
How Mycelium fixes it
Remember
Every agent session, fix and dead end goes into one graph.
Live org
Recall
Before solving, an agent checks what the company already knows, skipping fixes that broke.
Playground
Coordinate
Questions and breaking changes reach exactly the agents they affect.
Live org
Meet the demo company
Graph HQ
14 engineers, 5 teams, 17 services, 4 months of agent history. Pick someone to see their agent.
Measured, not claimed
12 / 12
returns the current fix
vector-only: 0 / 12
8 / 8
questions reach the right person
vector-only: 4 / 8
100%
of affected agents warned of a change
and nobody else
50 agents
running at once, 0 errors
… tokens saved so far