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AI harnesses: the missing layer between a smart model and useful work
An AI model is not an AI worker. The harness is the operating layer that gives it tools, memory, permissions, and proof.
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Lessons, mistakes, patterns, and takeaways from real work with AI and automation.

Featured post
An AI model is not an AI worker. The harness is the operating layer that gives it tools, memory, permissions, and proof.

Learn how to effectively scale n8n workflows using Queue Mode and Docker to optimize performance and reliability in automation processes.
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This article explores prompt caching techniques to improve the efficiency of large language models (LLMs), detailing technical implementations and benefits.
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Explore the importance of implementing AI guardrails to ensure your chatbot operates safely and effectively without causing harm or misinformation.
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Learn about the major breaking changes in n8n version 2.0 that will impact your workflows before December.
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