Give the Agent a Harness Before You Give It Another Prompt
Most AI agents fail because the operator gives them another prompt when they needed an execution harness. A sharper prompt may improve…
Field notes, practical playbooks, and clear signal on AI for real businesses — how to make AI reliable, not just impressive.
Most AI agents fail because the operator gives them another prompt when they needed an execution harness. A sharper prompt may improve…

A good prompt is a compact job brief that tells the model what work to perform, which information it may use, what…
Generic AI output is usually a context-design problem. The model knows the category in general but not your offer, customer, operating constraints,…
GEO is the old data-quality problem, now under a brighter light: if your titles, pages, FAQs, proof, schema, and messages are unclear,…

Claude and ChatGPT are candidate tools inside a workflow. Neither is a business strategy. The right one is whichever produces a safe,…

To decide who should perform a task, find its last action: the step that makes the work real in a system, in…

You need RAG when an AI workflow must repeatedly answer from a large, private or changing body of approved knowledge that users…

If your SOP needs a calm day and the original expert nearby, it is fake.A real SOP works when the inbox is…

A pilot and an adopted workflow can look identical from the outside. Both run. Both produce output people are satisfied with. Someone…
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