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Production Prompt Engineering & Evaluation

by Vibecoders Hub Owner

The capstone level of the Prompt Engineering track: writing production-grade system prompts and guardrails, defending against prompt injection, systematically evaluating and versioning prompts like real code, and building prompts that stay reliable across different AI model providers.

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Curriculum

System Prompts, Guardrails, and Safety

  • 1. Writing System Prompts and Guardrails for ProductionFree preview
  • 2. Prompt Injection and Adversarial Inputs

Evaluating and Versioning Prompts Like Production Code

  • 1. Systematically Evaluating Prompts
  • 2. Prompt Versioning and Regression Testing

Model Portability and Building Real Products

  • 1. Model-Specific Quirks and Portability
  • 2. Capstone: Building a Prompt-Driven Feature, and What's Next