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AI.

Everything written here on AI — the practical pieces and the engineering notes together, newest first.

Blog1 August 20265 minRAG vs fine-tuning: which one does your AI problem actually need?Most teams reach for fine-tuning when retrieval was the answer. The test is simple: are you teaching it facts, or teaching it behaviour?→
Blog1 August 20265 minn8n or Zapier or custom code: how to choose for an automationBuy the commodity, build the workflow. The line falls where the awkward, particular part of the job begins — which is usually where the value is.→
Blog30 July 20265 minWhat “AI automation” actually means for a small teamNot a chatbot on the website. The useful version is quieter: the work that repeats stops needing a person.→

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WordPress 10Decisions 4Architecture 3Elementor 3Performance 3Rescue 3Agentic AI 2Automation 2