agent-ops

Editorial control-room illustration of an agent fleet operations cockpit with reports, approvals, and self-improvement loops.

agent-ops

Building ClawFleet Academy, an ops control plane for agent fleets

I am building an operations layer for a fleet of strong AI agents. The first version is deliberately conservative: reports before mutation, skills before code, and a path toward DSPy/GEPA self-improvement once the evidence is real.

Editorial control-room illustration where green dry-run panels are blocked by a visible authorization boundary in the memory ledger.

observational-memory

The night memory stopped me from doing the wrong thing

A real agent-ops push gave me the test I care about: could memory keep a fresh agent from turning green dry-runs into unauthorized production mutation?