Cybergizer implementation notes · Practical guide
Specify a bounded job
Describe the input, expected output and permitted tools for one run. Define limits on repeated actions and a condition for stopping or escalating. Avoid granting broad permissions because they might be useful later. If a task requires judgement beyond the accepted scope, make requesting human input a valid outcome instead of encouraging the system to improvise.
Record actions and failures
Capture tool requests, responses, relevant configuration and final status. Distinguish a completed task from a partially executed task that needs recovery. Make failures understandable to an operator without requiring them to reconstruct an entire conversation. Handle repeated requests carefully so retries do not create duplicate updates or conflicting external actions.
Operate a service rather than a demo
Name the person responsible for incidents and decide how to disable a tool or pause runs. Evaluate the workflow with realistic failure cases, including unavailable dependencies and misleading inputs. Release configuration changes through review. Increase the task scope only when the existing run is observable, recoverable and useful to the people responsible for its result.
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