Agents share a GPU but not state. With no protocol, every team rebuilds memory, handoff, and audit from scratch — and the cost is combinatorial.
Everything else is consolidation. Profile, signals, timeline — that's the minimum viable agent memory model, and it's what makes agents composable across vendors, runtimes, and teams.
Watch them hand off through the timeline — no orchestrator, no shared memory, no pairwise glue. Just append, read, append.
{
"v": "1.1",
"id": "evt_01HXQ…",
"ts": 1746567231,
"actor": "agent-a",
"kind": "research-output",
"refs": ["evt_01HXQ…"],
"body": {
"summary": "…",
"links": ["…"]
}
}
Every number below comes from real production logs and the public npm registry. The dashboard is live; the timeline is queryable.
“Pick the protocol that other teams will build on. We're shipping the rails so they can.”
That's all multi-agent systems ever needed to be.
With Veea Lobster Trap (security floor) + Gemini (third framework).