- The Setup
I've been working on a semantic recall application called VaultAI for AI tools and prompts I've previously used and needed to remember, and somewhere along the way, I realised that I've relied too much on "vibe coding" (describing what I want to code and mostly letting the AI generate the actual implementation) to create a chatbot for recalling those entries via a prompt
This has ultimately led to the creation of an impressive, working demo, which impressed my AI/ML club peers and got me good positive feedback for a presentation I gave at the club
- The Bug
A bug that would have been apparent at first glance of the demo wasn't the real bug; it was discovered later when trying to implement more proper API calls and test the chatbot at a closer distance. I ran into issues with some of the API not being handled correctly, and upon inspecting the code to fix them, I noticed that I couldn't actually understand it






