Comment by MatrixOrigin

It’s less about the protocol and more about the state. If an agent fails at step 50, a CLI won't help you rollback the context. We’re building Matrix Origin to bring Git-like branching and snapshots to agent memory—making these "100 processes" actually auditable and recoverable.