Book Overflow How do experienced engineers use AI? - Beyond Vibe Coding by Addy Osmani
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Nov 3, 2025 Carter and Nathan dive into the evolving role of engineers in the AI era. They discuss crucial concepts like 'vibe coding' versus disciplined AI-assisted engineering. The hosts also unpack Gelman amnesia, highlighting the importance of technical judgment to avoid AI pitfalls. They share practical workflows for incorporating AI, including using it as a first drafter and pair programmer. With insights on maintaining skills and evaluating AI outputs, they emphasize the need for expertise in an increasingly automated landscape.
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Empower Juniors To Use AI Effectively
- Hire and train junior engineers to use AI to unblock themselves instead of replacing them.
- Use AI to offload grunt work so seniors can focus on higher-level engineering.
Fixing A Vibe-Coded Website
- A non-technical friend used AI to build a website that became an unmaintainable mess requiring expert fixes.
- Carter fixed the bug in ten minutes, showing how experts rescue vibe-coded projects.
Gelman Amnesia Applies To AI Outputs
- Gelman amnesia applies to AI: experts spot AI errors in their domain but accept outputs outside their knowledge.
- This makes AI outputs seductive yet unreliable unless you validate them.
