Agent operations / engineering case study
OpenClaw Operator
A self-hosted AI operations control plane built around OpenClaw.
The problem
Agent operation requires a visible, governable interface rather than opaque automation.
Engineering approach
Develop a control-plane architecture for operator interactions and tool boundaries.
What this work teaches
An operator should expose authority and evidence rather than assuming every tool call is safe to replay.