An agent actively searching for optimizations 24/7. Not passive monitoring. Active research.
Most teams ship dashboards and call it observability. A dashboard is a flashlight. Someone has to pick it up and shine it.
An agent picks it up for you. It walks the system overnight, finds what's slow or stupid, and writes the brief.
Daily insights feed back to the team. Not weekly. Not in a quarterly review. Tomorrow morning your inbox has the answer to a question you didn't get to ask today.
That's the gap between "we have monitoring" and "we're actually improving."
Monitoring tells you what broke. Research tells you what to do.
An agent actively searching 24/7 is the difference between a product that drifts and a product that compounds.
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