One system, not ten tools
Agents share context and write to one governed source of truth, so each one can see what the last one did—and the whole gets more useful as it grows.
- Map the work — the handoffs and repeated tasks worth automating, scored by impact
- Wire to one backbone — a governed source of truth agents share via APIs & MCP
Agents compound instead of running as isolated toys.






