Lauren Tan's agent playbook: set up rules and verification once, then scale to 200+ agents

anselm · x · 2026-10-31

Engineer Lauren Tan's workshop argues you should spend tokens setting up a codebase so even the dumbest agents do well, scaling along Job → Rules → Skills → Verification → 6 bots → 200+ agents. Adding bots after failures only multiplies mistakes—invest in rules and verification once.

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