Token spend for a planner-heavy multi-agent graph spiked after agents began long tool-call loops. What optimization strategy should you implement?
Select an answer to reveal the explanation.
Short Explanation
You need token budgets, max iterations, and tool-call caps to stop runaway planner loops. Trim prompts and avoid redundant tool calls while preserving required reasoning. Unlimited loops, duplicated histories, or blind cost are how bills explode.
Full Explanation
Set token budgets and loop controls, trim prompts, and avoid redundant tool calls while preserving required reasoning. Token limits, max iterations, and tool-call caps reduce spend from runaway planner loops. Unlimited looping maximizes cost and failure risk. Duplicating full histories inflates tokens without benefit. Turning off evaluation prevents cost management. Measure tokens per workflow and enforce controls in orchestration middleware. Loop controls are as important as model choice for token cost.