Prompt Ops & Security Memes

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Software engineer meme: an engineer with feet on the desk admires a green CI check as the production building smokes outside.

Changed one word. CI is green.

Lint passed. CI stayed green. Nothing in the pipeline was ever asked to read what the prompt produces.

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ChatGPT meme: A boss badged SYSTEM PROMPT speaks at the head of the table while everyone turns to a latecomer token.

Not trusted. Just early.

Position in the token sequence is a seating order, not a permission level.

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LLM meme: A traveller holds a Berlin sign while a beaming clerk hands over a schema-valid ticket to New York.

Schema-valid. Wrong city.

The JSON parsed, every type matched, and the value was for a different city.

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LLM meme: An examiner badged JUDGE stamps PASS on a paper handed in by his identical twin badged OUTPUT.

Green means the judge agreed.

An eval suite measures agreement with its judge, not improvement of the output.

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