Your AI agents don't need replacing. They need organizing.
Claude, Cursor, and the agents you already use are powerful alone. Piloop coordinates them into one workforce with shared roles, memory, and provenance.
The shift
From where you are — to an organization that runs the work.
- Agents that don't share context
- No memory across tools
- Duplicated, conflicting work
- No provenance or oversight
- Every agent a separate silo
The workforce
Connects to
ClaudeOpenAIGitHubBrowser
How it works
Four steps to a working workforce.
1
Bring your agents and models
Piloop is provider-agnostic — connect what you use.
2
Give them roles and scope
Each agent becomes a worker with a clear job.
3
They share knowledge and memory
One operating memory instead of many silos.
4
The workforce improves together
Coordination and handoffs sharpen over time.
Starter blueprint
Starter Blueprint: Agents in isolation
An illustrative starting point — not a customer claim. This is the shape of what you would set up.
Where you areSeveral capable agents working in isolation.
What Piloop draftsPiloop coordinates them under one operating model.
First workflowsFirst workflows: route tasks, dedupe work, keep shared memory.
What improves over timeCoordination and handoffs sharpen with use.
Proof to look forLook for less duplicated work and traceable decisions.