Trending on Reddit: Cost of Agent Compute Becoming the Real Story
What Happened
A widely-upvoted post on r/LocalLLaMA, "What in tarnation is going on with the cost of compute," kicked off a community-wide audit of agent economics. Operators shared logs showing that iterative agents — especially coding and research agents — routinely consume 10-50x more tokens than expected, with cost overruns becoming the leading reason teams kill pilots before they reach production.
My Take
The honeymoon is ending. For 18 months, agent demos hid their unit economics behind free-tier credits and VC subsidies. Now operators are pricing real workflows and discovering the math doesn't work yet. Smart leaders should require a "dollars per completed task" line item in every AI pilot proposal, not just "accuracy" or "time saved." The companies that win the next phase are the ones building cost-aware agents, not the smartest ones. Efficiency is the new frontier.
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