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The cloud-efficient lane: thinking controls and cache-aware token accounting

How Agent Harness's cloud-efficient execution lane keeps expensive model calls cheap through thinking controls and cache-aware token accounting.

By Agent Software

The cloud-efficient lane: thinking controls and cache-aware token accounting

Scheduled article

This post is scheduled to publish in full on November 30, 2026. The final URL is already live so social previews, search crawlers, and future readers all resolve to the same article.

Using a frontier model efficiently isn't about avoiding it — it's about accounting for every token it costs you.

  • Final publish date: November 30, 2026
  • Primary categories: Testing
  • Tags: #suite #agent-harness #local-models

In the meantime, the related posts below cover the adjacent product and engineering context this article builds on.

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