Building Foundry
A practical series on creative workflows, semantic search, and Weaviate.
Read the previous post in the series: Part 1: AI isn't replacing creativity, it's removing friction.
Most creative teams already know they are losing time to search. What is less obvious is where the breakdown actually happens. It usually doesn’t begin with bad tools or careless teams. Instead, as projects scale, naming conventions drift, metadata quality drops, and the cost of keeping everything perfectly organized becomes higher than the cost of living with a little chaos. For a while, that tradeoff feels reasonable. Then retrieval starts to fail, and no one can find anything anymore.
The first failure: folders
