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Manan Kapoor

Manan Kapoor

@manankapoor23

tokenmaxxing like my life depends on it

Chandigarh , India On GitHub since August 2024

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manankapoor23

Give Claude structured decisions: one label from your allowed set with explicit confidence, first-class abstention, and auditable evidence, plus a policy gate that decides when automation is allowed.

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