Token spend for a planner-heavy multi-agent graph spiked after agen…

Question

Token spend for a planner-heavy multi-agent graph spiked after agents began long tool-call loops. What optimization strategy should you implement?

Accepted Answer

Set token budgets and loop controls (max iterations, tool-call caps), trim prompts, and avoid redundant tool calls while preserving required reasoning — A is the token-optimization skill: token limits, loop controls, and disciplined tool calls. Planner loops without caps are a classic cost explosion. Budgets, max iterations, and tool-call ceilings stop runaway graphs; prompt trimming and deduped tools help further. B no limits is how bills explode. C intentional history duplication is sabotage. D blind cost is not optimization. Measure tokens per workflow and enforce controls in orchestration middleware.

Answer

Remove all limits so agents can loop until the subscription quota is exhausted

Answer

Duplicate full histories into every tool call to maximize tokens intentionally

Answer

Switch evaluation off so cost is never measured

Token spend for a planner-heavy multi-agent graph spiked after agents began long tool-call loops. What optimization strategy should you implement?

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