Cost-Aware Planning

Cost-aware planning weighs the expected token, latency, and tool-invocation cost of candidate plans, not just their likelihood of success. An agent may prefer a shorter, cheaper path that is slightly less certain over an exhaustive one, or reserve expensive tools for steps that truly need them. Making cost an explicit factor keeps autonomous agents economical without sacrificing acceptable task quality.