Blog

Where the tokens actually go. And what to do about it.

March 8, 2025

9,600 tokens just to say hello

How OpenClaw context loading works, why it costs more than you think, and what to do about it.

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March 10, 2025

Model routing saves 60% -- here is how

A practical guide to model routing for OpenClaw agents. Which tasks need Opus, which work fine on Haiku, and how to configure it in under 5 minutes.

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March 10, 2025

The real cost of an AI agent heartbeat

A deep dive into heartbeat token math. How many tokens each ping costs, why it compounds across channels, and what the numbers actually look like on your bill.

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