Technical notes on web development, DevOps, and AI integration.
1 article
Name matching first, image checked after load, revert when in doubt: the validation gate that keeps third-party photos from poisoning a public grid.
TL;DR: Images were missing from a culture grid. Entity data was healthy, but image supply was the issue. A solution was found, but with limitations and a need for further verification.