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ai:openai [2025/01/27 08:49] โ€“ removed - external edit (Unknown date) 127.0.0.1ai:openai [2025/06/07 20:26] (current) โ€“ skipidar
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 +===== OpenAI ======
 +
 +== Models / Pricing ==
 +
 +https://openai.com/pricing
 +
 +
 +== API ==
 +
 +https://platform.openai.com/docs/api-reference/fine-tunes/create
 +
 +API Keys
 +https://platform.openai.com/account/api-keys
 +
 +
 +
 +== Customize with own data ==
 +
 +Preparing your dataset
 +https://platform.openai.com/docs/guides/fine-tuning/preparing-your-dataset
 +
 +https://platform.openai.com/docs/guides/fine-tuning
 +
 +https://levelup.gitconnected.com/how-to-build-your-own-custom-chatgpt-bot-cf4af959adcc
 +
 +https://platform.openai.com/docs/api-reference/engines/retrieve#fine-tunes/create-training_file
 +
 +
 +
 +== Quadrants ==
 +
 +https://www.linkedin.com/posts/romanoroth_ai-llm-softwareengineering-activity-7334473903630659586-zHS_?utm_source=share&utm_medium=member_desktop&rcm=ACoAAApsM_IB6JpwYFivwZv8yhhD-dAm7R36lLU
 +
 +{{https://s3.eu-central-1.amazonaws.com/alf-digital-wiki-pics/sharex/QpTGc05TYR.png}}
 +
 +
 +๐Ÿค– ๐–๐ก๐ฒ ๐˜๐จ๐ฎ๐ซ ๐€๐ˆ ๐‚๐จ๐๐ข๐ง๐  ๐€๐ฌ๐ฌ๐ข๐ฌ๐ญ๐š๐ง๐ญ ๐Š๐ž๐ž๐ฉ๐ฌ ๐†๐ž๐ญ๐ญ๐ข๐ง๐  ๐ˆ๐ญ ๐–๐ซ๐จ๐ง๐ . ๐€๐ง๐ ๐‡๐จ๐ฐ ๐ญ๐จ ๐…๐ข๐ฑ ๐ˆ๐ญ
 +
 +The AI coding debate is stuck in extremes. One side says, โ€œAI will write 90% of code next year.โ€ The other says itโ€™s just a flashy autocomplete. Both are missing the point.
 +
 +The real question isnโ€™t can AI write code. ๐ˆ๐ญโ€™๐ฌ ๐ฐ๐ก๐ข๐œ๐ก ๐ญ๐š๐ฌ๐ค๐ฌ ๐ข๐ฌ ๐ข๐ญ ๐š๐œ๐ญ๐ฎ๐š๐ฅ๐ฅ๐ฒ ๐ ๐จ๐จ๐ ๐š๐ญ, ๐š๐ง๐ ๐ก๐จ๐ฐ ๐๐จ ๐ฐ๐ž ๐ซ๐ž๐ฌ๐ก๐š๐ฉ๐ž ๐จ๐ฎ๐ซ ๐ฐ๐จ๐ซ๐ค ๐ญ๐จ ๐ญ๐š๐ค๐ž ๐š๐๐ฏ๐š๐ง๐ญ๐š๐ ๐ž? 
 +
 +๐˜๐จ๐ฎ๐ซ ๐ง๐ž๐ฐ ๐š๐ซ๐ญ๐ข๐Ÿ๐ข๐œ๐ข๐š๐ฅ ๐ญ๐ž๐š๐ฆ-๐ฆ๐ž๐ฆ๐›๐ž๐ซ
 +โœ… ๐’๐ญ๐ซ๐ž๐ง๐ ๐ญ๐ก๐ฌ: Codes like a solid senior engineer, knows a ton of tech, and is lightning-fast with well-scoped tasks.
 + โŒ ๐–๐ž๐š๐ค๐ง๐ž๐ฌ๐ฌ๐ž๐ฌ: It designs like a junior, knows nothing about your team or codebase, and forgets everything unless you tell it otherwise.
 +
 +๐Ÿ’ก ๐“๐ก๐ž ๐‚๐จ๐ง๐ฌ๐ญ๐ซ๐š๐ข๐ง๐ญ-๐‚๐จ๐ง๐ญ๐ž๐ฑ๐ญ ๐Œ๐š๐ญ๐ซ๐ข๐ฑ. A simple model to figure out where AI shines:
 +โœ…๐‡๐ข๐ ๐ก ๐‚๐จ๐ง๐ฌ๐ญ๐ซ๐š๐ข๐ง๐ญ + ๐‡๐ข๐ ๐ก ๐‚๐จ๐ง๐ญ๐ž๐ฑ๐ญ: Perfect for AI (e.g., removing a feature flag)
 +โŒ๐‹๐จ๐ฐ ๐‚๐จ๐ง๐ฌ๐ญ๐ซ๐š๐ข๐ง๐ญ + ๐‹๐จ๐ฐ ๐‚๐จ๐ง๐ญ๐ž๐ฑ๐ญ: Poor fit (e.g., designing a photo upload feature from scratch)
 +
 +๐“๐จ ๐ฐ๐จ๐ซ๐ค ๐ฐ๐ข๐ญ๐ก ๐€๐ˆ ๐ž๐Ÿ๐Ÿ๐ž๐œ๐ญ๐ข๐ฏ๐ž๐ฅ๐ฒ:
 +๐Ÿ”’ ๐‚๐จ๐ง๐ฌ๐ญ๐ซ๐š๐ข๐ง ๐ญ๐ก๐ž ๐ญ๐š๐ฌ๐ค: Be more directive and break it down.
 +๐Ÿง  ๐๐ซ๐จ๐ฏ๐ข๐๐ž ๐ฆ๐จ๐ซ๐ž ๐œ๐จ๐ง๐ญ๐ž๐ฑ๐ญ: Expand prompts, add memory, and point to examples or docs.
 +๐Ÿ› ๏ธ ๐‹๐ž๐ฏ๐ž๐ซ๐š๐ ๐ž ๐ญ๐จ๐จ๐ฅ๐ฌ: Let the agent search code, read internal docs, or fetch tickets.
 +
 +๐Ÿ›‘ Stop treating your AI assistant like a magic box. Start ๐ญ๐ซ๐ž๐š๐ญ๐ข๐ง๐  it like a ๐ฌ๐ฆ๐š๐ซ๐ญ ๐›๐ฎ๐ญ ๐›๐ซ๐š๐ง๐-๐ง๐ž๐ฐ ๐ญ๐ž๐š๐ฆ๐ฆ๐š๐ญ๐ž. Guide it well, and itโ€™ll take tons of grunt work off your plate.
 +
 +๐Ÿ“Œ Before handing off your ๐ง๐ž๐ฑ๐ญ ๐ญ๐š๐ฌ๐ค to AI, ask:
 +๐Ÿงฉ Is the solution space clear?
 + ๐Ÿ“š Does it have all the context?
 +๐Ÿ‘‰ If not: reshape the task.
 +
 +๐Ÿ”— Huge thanks to Pete Hodgson for the brilliant breakdown. Link to the full article is in the comments
 +
 +