Control what the agent can see and do
Use least-privilege access, explicit tool permissions, scoped credentials, and environment separation. A useful agent does not need unrestricted authority.
Design for uncertainty
Define when the agent must refuse, request clarification, seek approval, or escalate. Logging should make important inputs, actions, and outcomes reviewable.
Evaluate the complete workflow
Model accuracy is only one component. Test tool selection, data access, instruction adherence, failure recovery, latency, cost, and the business result.
Start with the constraint. Define the finish line. Then decide where AI belongs.
Have a problem worth solving?
Use a strategy call to test the opportunity, fit, and most useful next step.
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