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 not a clever sentence. It is a compact job brief that tells the model what work to perform,…
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 not a new channel to game. It is the old data-quality problem with a brighter light on it: if your…
Claude and ChatGPT are not business strategies. They are candidate tools inside a workflow. The right choice is the one that produces…
AI should receive work according to the judgment required, not according to whether the task is repetitive or time-consuming. Some repetitive decisions…
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…
AI adoption fails when a useful pilot moves from the builder who understands every exception to an operating team that receives a…
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