{
  "slug": "the-prompt-engineering-guide-openai-should-have-written",
  "title": "The Prompt Engineering Guide OpenAI Should Have Written",
  "date": "2025-10-02",
  "featuredClaim": "A practitioner-written prompt engineering guide fills the gap official OpenAI documentation leaves for real users.",
  "description": "An article by Kamil Banc presenting a practical guide to prompt engineering that OpenAI should have provided. It offers actionable techniques for writing effective prompts to get better results from AI models.",
  "keyPoints": [
    "Effective prompt engineering improves AI output quality",
    "Practical techniques matter more than theory",
    "A comprehensive guide fills a gap in official documentation"
  ],
  "topics": [
    {
      "id": "tools",
      "slug": "ai-tools",
      "label": "AI Tools",
      "description": "Practical tools and platforms for AI implementation"
    },
    {
      "id": "implementation",
      "slug": "ai-implementation",
      "label": "Implementation",
      "description": "Hands-on implementation techniques and frameworks"
    }
  ],
  "claims": [
    "Effective prompt engineering measurably improves the quality of outputs generated by large language models like ChatGPT.",
    "Practical prompt engineering techniques matter more for results than abstract theoretical explanations of how models work.",
    "A comprehensive prompt engineering guide fills a gap left by official OpenAI documentation for practitioners.",
    "Kamil Banc published a prompt engineering guide on Substack in October 2025 for paid subscribers.",
    "Structured prompt engineering guidance helps practitioners implement AI tools more effectively in real workplace workflows."
  ],
  "claimTitles": [
    "Prompt Engineering Boosts Quality",
    "Techniques Over Theory",
    "Filling Documentation Gaps",
    "October 2025 Substack Guide",
    "Practical Implementation Focus"
  ],
  "originalUrl": "https://aiadopters.club/p/the-prompt-engineering-guide-openai",
  "claimProvenance": [
    "source-summary",
    "source-summary",
    "source-summary",
    "source-summary",
    "author-interpretation"
  ],
  "quote": "Effective prompt engineering improves AI output quality; practical techniques matter more than theory.",
  "keyStatistics": [],
  "supportingContext": "The article's accessible content is limited to its title, key points, and publication metadata, so extraction relies primarily on the summarized key points rather than extended body text. The key points establish three core positions: prompt engineering improves AI output quality, practical techniques outweigh theoretical framing, and a comprehensive guide addresses a gap in official documentation. For practitioners, this suggests prioritizing hands-on experimentation with prompting techniques over academic study of model internals. Readers should note that the full article is behind a paywall, so specific techniques and examples could not be verified from the supplied text. No external primary sources were provided to independently corroborate the claims.",
  "canonicalUrl": "https://kbanc.com/claims-library/the-prompt-engineering-guide-openai-should-have-written",
  "markdownUrl": "https://kbanc.com/md/claims-library/the-prompt-engineering-guide-openai-should-have-written.md",
  "jsonUrl": "https://kbanc.com/api/claims/the-prompt-engineering-guide-openai-should-have-written.json",
  "source": {
    "publisher": "AI Adopters Club",
    "title": "The Prompt Engineering Guide OpenAI Should Have Written",
    "url": "https://aiadopters.club/p/the-prompt-engineering-guide-openai"
  }
}