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Prompt Engineering

Blog posts related to Prompt Engineering

A person holding a bucket labeled "context" containing various data items. There is a full token budget above him.

Why Your AI Prompts Keep Hitting LLM Context Window Limits and How to Right-Size Them.

Hitting token limits mid-task is frustrating, costly, and avoidable. Here is why it happens across ChatGPT, Claude, and Gemini and a practical framework for right-sizing your context every time.

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Two stacks of papers on a dark desk. The thin left stack shows a sparse git diffstat with a "trust me." sticky note. The thick right stack shows dense XML with commit metadata and test results, with a gold trophy beside it.

Claude Haiku 4.5 Outperformed Sonnet 4.6 on PR Writing - Context Was the Difference

Discover why Claude Haiku 4.5 outperformed Sonnet 4.6 in writing AI pull request descriptions. Learn why LLM context assembly matters more than the model tier.

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The Hidden Risk of Pasting Code into LLMs

The Hidden Risk of Pasting Code into LLMs: How to Prevent API Key and PII Leaks

Every time you paste code into ChatGPT, you might be leaking API keys, PII, and trade secrets. Here's what the data shows, and how to stop it before it happens.

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