- For anyone (Vibe coding): Just tell the AI what to code
- For any devs (Call API): Devs can call AI API instead of code
- For AI devs (Use libs): Devs use high-level libs, eg Keras over TensorFlow/PyTorch
- For researchers (Use libs): Use specific features are lowest level of TensorFlow/PyTorch
- For learners (Use raw code): Important to grab AI/ML knowledge, with raw Python
18 January, 2026
Multiple Tiers of Doing AI/ML after ChatGPT, Gemini, Claude
Types of libs and tools for multiple tiers of engineers in IT industry:
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