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, playbooks, and signal on AI for real businesses.
Most AI agents fail because the operator gives them another prompt when they needed an execution harness. A sharper prompt may improve…
Prompt engineering fails when teams treat a phrase as the skill. The repeatable skill is writing a job brief for the model:…
Your AI sounds generic when the model has to guess your business from one rushed prompt. The fix is not more adjectives,…
GEO is not a new channel to game. It is the old data-quality problem with a brighter light on it: if your…
The wrong Claude vs ChatGPT decision usually starts before anyone opens either tool.Teams compare AI tools like they are hiring one magic…
Most teams do not have an AI problem; they have an assignment problem.They ask a large language model for strategy, facts, legal…
Most RAG projects are not AI maturity; they are expensive evidence that nobody fixed the workflow.Teams hear retrieval-augmented generation, then jump to…
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 dies in the handoff, not in the demo. A team can call AI essential, test agents, and still have no…
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