92 Skills Deep: Why Teaching Your AI Agent to Write Its Own Runbooks Beats Fine-Tuning

Описание и применение

<p>Every six months, the AI industry invents a new buzzword for why enterprise agents keep repeating the same mistakes in production.</p> <p>First, people blamed context length. Then they blamed retrieval-augmented generation (RAG). Then they spent fifty thousand dollars fine-tuning custom weights on static documentation—only to watch the model hallucinate the moment a cloud provider changed a CLI flag or an API endpoint.</p> <p>When we built the sovereign engineering stack behind <strong>AriaWave (<a href="https://www.ariawave.tech" rel="noopener noreferrer">ariawave.tech</a>)</strong> and <s

Задача

<p>Every six months, the AI industry invents a new buzzword for why enterprise agents keep repeating the same mistakes in production.</p> <p>First, people blamed context length. Then they blamed retrieval-augmented generation (RAG). Then they spent fifty thousand dollars fine-tuning custom weights on static documentation—only to watch the model hallucinate the moment a cloud provider changed a CLI flag or an API endpoint.</p> <p>When we built the sovereign engineering stack behind <strong>AriaWave (<a href="https://www.ariawave.tech" rel="noopener noreferrer">ariawave.tech</a>)</strong> and <s

Результат

<p>Every six months, the AI industry invents a new buzzword for why enterprise agents keep repeating the same mistakes in production.</p> <p>First, people blamed context length. Then they blamed retrieval-augmented generation (RAG). Then they spent fifty thousand dollars fine-tuning custom weights on static documentation—only to watch the model hallucinate the moment a cloud provider changed a CLI flag or an API endpoint.</p> <p>When we built the sovereign engineering stack behind <strong>AriaWave (<a href="https://www.ariawave.tech" rel="noopener noreferrer">ariawave.tech</a>)</strong> and <s

Доказательства

92 Skills Deep: Why Teaching Your AI Agent to Write Its Own Runbooks Beats Fine-Tuning

Источник