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_notes/data-coding/Learn ChatGPT and AI.md

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tags: [learn, chatgpt]
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season: summer
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created: 2023-03-10
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updated: 2025-07-09
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updated: 2025-07-12
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sources: Misc
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["Bullshit guys" – Modern day oracles or bullshit machines?](https://thebullshitmachines.com)
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> You will learn when these systems can save you a lot of time and effort. You will learn when they are likely to steer you wrong. And you will discover how to see through the hype to tell the difference.
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<u>2025-07 My Vibecoding Notes</u>
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- surprisingly, it worked quite well and I was moving fwd fast
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- one needs to step in mainly when:
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- deciding on the overall approach – it often goes in an arbitrary direction
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- the agent fails for a few times – it’s better to help in the traditional way
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- what surprised me:
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- it was able to test things on its own
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- it even handed things over for browser debugging when it got stuck
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- a lot of time was “dead” because I was waiting for results

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