After the hackathon, I used UnitScout on a real auction, set my max bid, and ended up winning the unit for $351 (all-in cost was roughly $700 after fees/tax/transport). The “what we found vs what we expected” part was the most interesting — and I documented the full post-competition reality check in my blog, plus I shared a working version so others can try it too. Link to blog post: https://www.smartaz.ca/post/unitscout-gemini-3-hackathon-the-post-competition-and-real-time-application Link to UnitScout for tests: https://aistudio.google.com/app/prompts?state=%7B%22ids%22:%5B%22188qZdiWKl3TTn78rtQx7YoWgjLLtfcJK%22%5D,%22action%22:%22open%22,%22userId%22:%22103343609466905226300%22,%22resourceKeys%22:%7B%7D%7D&usp=sharing
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