#AI systems don't need to feel like magic. Sometimes all you need is a boring, predictable and reliable system that you can rely on.

https://developers.redhat.com/articles/2026/02/04/making-llms-boring-chatbots-semantic-processors

Making LLMs boring: From chatbots to semantic processors | Red Hat Developer

See how to use Apache Camel to turn LLMs into reliable text-processing engines for generative parsing, semantic routing, and "air-gapped" database querying

Red Hat Developer