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AI

Posts in the AI category.

Apache Camel Is Not Afraid of AI

The Apache Camel project pointed a frontier AI model at 19 years of code and asked it to find bugs. It found 165 for the upcoming 4.22 LTS release — concurrency races, silent data loss, security gaps, and edge cases that are hard for humans to spot. We fixed all of them. This is what happens when a project is not afraid of AI.

Why AI Already Knows Apache Camel

AI coding assistants are remarkably good at Apache Camel — and it is not an accident. 19 years of stable APIs, 11,700+ Stack Overflow answers, 100,000+ public commits, and a predictable component model give LLMs exactly the kind of training data they learn best from. Most frameworks cannot say this.