Bring Your Ideas to Prototype (Vibe) Coding for Dummies
summary
Prototype converts 90+ hours of customer video into transcripts and summaries by splitting MP4s, extracting MP3, using the OpenAI transcription API, and feeding combined text to an LLM for insight extraction. It uses ChatGPT for iterative code generation and debugging and runs in Google Colab. Results cut estimated vendor cost from 90+ hours → €25–30k vs €20–30 of API spend and finish in about one tenth the manual time, but the prototype is brittle and needs active human supervision.
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chapters (5)
- 0:00Introduction and background
- 3:43Finding a DIY solution
- 7:16Building the team of tools
- 10:38Results and cost efficiency
- 12:09Prototype limitations and takeaways
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