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Keep a coding-agent conversation append-only to preserve prompt caching

At a glance

Thorsten builds Caudra after finding that plugins could not add the control points he needed. This workflow is listed under agent-harness, prompt-caching, developer-tools, context-management.

Agents / tools
Caudra, Maki

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What they did

He extended a Rust coding harness with queued and mid-turn steering, cached side questions and nudges for smaller models that stop early. The conversation stays append-only to preserve the provider's prompt cache.

How it went

From his own use, the author reports about 97% cache hits with Anthropic models and 94% with OpenAI models.

Worth knowing

The project is still in preview, and the cache figures are the author's observations rather than a controlled comparison.

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Prompt excerpt

No prompt excerpt was provided by the source.

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