AI Skills
Evergreen guides, playbooks, and patterns built for production. Learn what works, why it works, and when it fails.
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Prompting Is Not Magic: What Really Changes the Output
Prompting does not make models smarter or more truthful. This article explains what prompts actually change under the hood, why small edits cause big differences, and how engineers should think about prompting in production systems.
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How LLMs Actually Work: Tokens, Context, and Probability
A production-minded explanation of what LLMs actually do under the hood—and why tokens, context windows, and probability matter for cost, latency, and reliability.