Sarah Chieng(@MilksandMatcha):The hard part of agent loops is not starting them! It’s knowing when to move up a layer, and when to come back down. @swyx explains the operator skill behind useful loops: automate repeatable work, watch for failure, drop into the problem when reliability breaks, then climb back up once the system is sound. That flexibility (not token volume for its own sake) is the key to productive loops. Join us in the Token Billionaires Lounge, presented by @cerebras and @aiDotEngineer

Sarah Chieng

@MilksandMatcha

Head of DevX @Cerebras prev. @ExaAiLabs, @shopthrifthouse, @MIT wife to @tyler_fong_ 💌 DMs open

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Sarah Chieng@MilksandMatcha

2026.07.27 17:58

The hard part of agent loops is not starting them! It’s knowing when to move up a layer, and when to come back down. @swyx explains the operator skill behind useful loops: automate repeatable work, watch for failure, drop into the problem when reliability breaks, then climb back up once the system is sound. That flexibility (not token volume for its own sake) is the key to productive loops. Join us in the Token Billionaires Lounge, presented by @cerebras and @aiDotEngineer

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