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--- ai:openai [2025/01/27 08:49] – ↷ Page moved from openai to ai:openai skipidar
+++ ai:openai [2025/06/07 20:26] (current) – skipidar
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 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}}
+🤖 𝐖𝐡𝐲 𝐘𝐨𝐮𝐫 𝐀𝐈 𝐂𝐨𝐝𝐢𝐧𝐠 𝐀𝐬𝐬𝐢𝐬𝐭𝐚𝐧𝐭 𝐊𝐞𝐞𝐩𝐬 𝐆𝐞𝐭𝐭𝐢𝐧𝐠 𝐈𝐭 𝐖𝐫𝐨𝐧𝐠. 𝐀𝐧𝐝 𝐇𝐨𝐰 𝐭𝐨 𝐅𝐢𝐱 𝐈𝐭
+The AI coding debate is stuck in extremes. One side says, “AI will write 90% of code next year.” The other says it’s just a flashy autocomplete. Both are missing the point.
+The real question isn’t can AI write code. 𝐈𝐭’𝐬 𝐰𝐡𝐢𝐜𝐡 𝐭𝐚𝐬𝐤𝐬 𝐢𝐬 𝐢𝐭 𝐚𝐜𝐭𝐮𝐚𝐥𝐥𝐲 𝐠𝐨𝐨𝐝 𝐚𝐭, 𝐚𝐧𝐝 𝐡𝐨𝐰 𝐝𝐨 𝐰𝐞 𝐫𝐞𝐬𝐡𝐚𝐩𝐞 𝐨𝐮𝐫 𝐰𝐨𝐫𝐤 𝐭𝐨 𝐭𝐚𝐤𝐞 𝐚𝐝𝐯𝐚𝐧𝐭𝐚𝐠𝐞?
+𝐘𝐨𝐮𝐫 𝐧𝐞𝐰 𝐚𝐫𝐭𝐢𝐟𝐢𝐜𝐢𝐚𝐥 𝐭𝐞𝐚𝐦-𝐦𝐞𝐦𝐛𝐞𝐫
+✅ 𝐒𝐭𝐫𝐞𝐧𝐠𝐭𝐡𝐬: Codes like a solid senior engineer, knows a ton of tech, and is lightning-fast with well-scoped tasks.
+ ❌ 𝐖𝐞𝐚𝐤𝐧𝐞𝐬𝐬𝐞𝐬: It designs like a junior, knows nothing about your team or codebase, and forgets everything unless you tell it otherwise.
+💡 𝐓𝐡𝐞 𝐂𝐨𝐧𝐬𝐭𝐫𝐚𝐢𝐧𝐭-𝐂𝐨𝐧𝐭𝐞𝐱𝐭 𝐌𝐚𝐭𝐫𝐢𝐱. A simple model to figure out where AI shines:
+✅𝐇𝐢𝐠𝐡 𝐂𝐨𝐧𝐬𝐭𝐫𝐚𝐢𝐧𝐭 + 𝐇𝐢𝐠𝐡 𝐂𝐨𝐧𝐭𝐞𝐱𝐭: Perfect for AI (e.g., removing a feature flag)
+❌𝐋𝐨𝐰 𝐂𝐨𝐧𝐬𝐭𝐫𝐚𝐢𝐧𝐭 + 𝐋𝐨𝐰 𝐂𝐨𝐧𝐭𝐞𝐱𝐭: Poor fit (e.g., designing a photo upload feature from scratch)
+𝐓𝐨 𝐰𝐨𝐫𝐤 𝐰𝐢𝐭𝐡 𝐀𝐈 𝐞𝐟𝐟𝐞𝐜𝐭𝐢𝐯𝐞𝐥𝐲:
+🔒 𝐂𝐨𝐧𝐬𝐭𝐫𝐚𝐢𝐧 𝐭𝐡𝐞 𝐭𝐚𝐬𝐤: Be more directive and break it down.
+🧠 𝐏𝐫𝐨𝐯𝐢𝐝𝐞 𝐦𝐨𝐫𝐞 𝐜𝐨𝐧𝐭𝐞𝐱𝐭: Expand prompts, add memory, and point to examples or docs.
+🛠️ 𝐋𝐞𝐯𝐞𝐫𝐚𝐠𝐞 𝐭𝐨𝐨𝐥𝐬: Let the agent search code, read internal docs, or fetch tickets.
+🛑 Stop treating your AI assistant like a magic box. Start 𝐭𝐫𝐞𝐚𝐭𝐢𝐧𝐠 it like a 𝐬𝐦𝐚𝐫𝐭 𝐛𝐮𝐭 𝐛𝐫𝐚𝐧𝐝-𝐧𝐞𝐰 𝐭𝐞𝐚𝐦𝐦𝐚𝐭𝐞. Guide it well, and it’ll take tons of grunt work off your plate.
+📌 Before handing off your 𝐧𝐞𝐱𝐭 𝐭𝐚𝐬𝐤 to AI, ask:
+🧩 Is the solution space clear?
+ 📚 Does it have all the context?
+👉 If not: reshape the task.
+🔗 Huge thanks to Pete Hodgson for the brilliant breakdown. Link to the full article is in the comments