Application developer
Send a first request with an existing Gateway Key, then handle authentication, policy, rate, and provider errors correctly.
Application developer
Send a first request with an existing Gateway Key, then handle authentication, policy, rate, and provider errors correctly.
Platform administrator
Install one instance, configure the provider resource chain, issue a scoped Gateway Key, and verify the first governed request.
Evaluator or security reviewer
Understand the six-resource model, request/attempt accounting, current topology, and operator responsibilities.
Halro is a gateway control boundary. It is not an agent orchestrator, workflow engine, memory system, or evaluation platform. The currently supported deployment model is a standalone single writer.