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Anatomy of a production system promptPROMPTS

Anatomy of a production system prompt

Role, context, rules, tools, format, fallbacks and examples. A section-by-section guide to writing system prompts that behave predictably at scale.

SPSana PatelNov 08 · 6 min
The "red-team yourself" prompt: self-critique that works, and when it backfiresPROMPTS

The "red-team yourself" prompt: self-critique that works, and when it backfires

Asking a model to attack its own draft can catch real errors, or talk it out of a right answer. What the research says, and the variants worth using.

SPSana PatelOct 15 · 6 min
System prompt templates for production: six copy-ready examplesPROMPTS

System prompt templates for production: six copy-ready examples

Support, extraction, grounded Q&A, code review, summaries and classification. Templates you can adapt, with the failure each line prevents.

JLJonas LindSep 28 · 6 min

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