Receipts over claims
Operating artifacts carry the argument.
About
We run our own fleet before we run yours.
Hotclaw is an AI consultancy led by Kyle Palaniuk in San Diego and our small international team. Everything we sell runs inside our own companies first — the automations, the dashboards, the agent crews, the tool gateway.
That is the point: doctrine gets tested in production before it gets sold as a service. Kyle's deeper systems write-up lives at kyle.palaniuk.net/systems.
KylePalaniukand our small international team.
Operating principles.
The work is not to make agents sound autonomous. The work is to make operations more inspectable, more consistent, and harder to drop.
Approval gates by default
Anything outward-facing waits for a human OK.
You own the system
Managed operation is a service, not a lock-in strategy.
Boring parts done right
Guardrails, memory, cockpit, tool integrations, and logs are part of the work.
Start with what is actually happening.
HotScout maps your operation so Kyle and the team can reply with the right next step.