AgentAIBrief
Automation Scout

Find the work.
Fix the system.

Evidence first. One scored decision. One safe workflow worth operating.
Human approval
REPEATED WORKFiles, follow-up, templates, handoffs
THREE LEVELSTask, missing bridge, real cost
SCORE OPTIONSLeverage, feasibility, safety, durability
BUILD SMALLValidate, dry run, log, review, stop