Prompt Engineering 11 min read
Top-K, Top-P, Temperature: Which to Change
Three sampling parameters, one clear decision rule. Know which knob to reach for first based on what your output actually needs.
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Dharini S · Apr 23, 2026 Prompt Engineering 12 min read
Zero-Shot vs Few-Shot vs Chain of Thought
Three prompting techniques, three use cases, and the decision rule for picking between them. With real examples you can run in the playground.
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Dharini S · Apr 21, 2026 Prompt Engineering 12 min read
System Instructions: The God Mode of LLMs
System instructions set the model's persona, format, and guardrails before the user types anything. Here's how to write them well.
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Dharini S · Apr 20, 2026 Prompt Engineering 9 min read
What Temperature Actually Does in LLMs
Temperature controls randomness in AI output. Here's the math, the practical settings, and an experiment you can run yourself.
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Dharini S · Apr 18, 2026