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Notes from building AI and automation systems in production — retrieval architectures, agentic workflows, and the delivery pipelines that get them shipped.

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AI / LLMs 5 min read

Prompt engineering is really context engineering

The gains rarely come from clever phrasing. They come from deciding what the model gets to see, and in what order.

9 May 2026 Read