Live Panel: The Good, the Bad and the Glory of Building Products
summary
Covers concrete zero-to-one case studies: building voice search in 2007 with a language model that registers the first call from a landline and launches on iPhone because early Android mics fail; Instagram Shopping that starts with 20 merchants → 1,000,000 sellers and hundreds of millions of shop visits; a 2009 Table Search prototype used by journalists later contributing table previews in Search; and Universal Windows Platform tradeoffs, caching, capacity and ML needed to scale. Watch for real lessons on retention metrics, A/B experiments and when to rewrite.
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chapters (7)
- 0:00Panel introduction
- 1:30Success stories
- 7:02Failures and lessons
- 14:44Indicators for success
- 19:16Scaling challenges
- 23:27Balancing scalability with time to market
- 29:04Closing remarks








