Articles
Articles
Case study
Why AI in production needs evaluation
A vision model flags phantom stock in vending machines — but only a solid evaluation shows which model is genuinely reliable in production.
Read moreCase study
AI moodboards for fashion: from relational database to vector search
How a fashion-accessories manufacturer builds moodboards: image embeddings, semantic search and the path from MySQL to Qdrant.
Read moreCase study
How a single malformed message brought our pricing pipeline to a halt
An invalid JSON message stops a Kafka Streams pipeline for pricing data — and how a dead letter queue made the processing resilient.
Read more