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ST AI Agency Pro

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Notes from the run log

What we learned shipping agents into places where a wrong answer costs real money.
Design the handoff first AUG 26, 2026
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Design the handoff first

The moment an agent gives up matters more than the moment it succeeds. What a good escalation packet contains, and...

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Stop calling the big model first AUG 26, 2026
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Stop calling the big model first

A routing pattern that cut one client's inference bill by 71% without moving the quality score — and the three...

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Your test set is the product AUG 17, 2026
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Your test set is the product

Most agent projects fail on measurement, not modelling. How to build a 200-case labelled set in a week with the...

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