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Blog & deep dives

Production notes from AI systems, full-stack apps, mobile products, and Meta Ads campaigns.

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Prompt Engineering Patterns That Actually Work in Production
Prompt EngineeringLLM

Prompt Engineering Patterns That Actually Work in Production

7 prompt engineering patterns I use in production AI systems — three-layer prompts, chain of thought, Zod output constraints, persona anchoring, context compression, temperature tuning, and prompt versioning.

Jul 30, 20259 min read