AI
Posts in the AI category.
Camel Routes as AI Tools: Unified Tooling and MCP Server in Camel 4.22
Camel 4.22 introduces a unified AI tool abstraction and a built-in MCP server. Define a tool once as a Camel route, and it works with LangChain4j, Spring AI, and OpenAI. Tag it, and any MCP-compatible AI agent can discover and call it over MCP.
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.
Hawtio AI: Utilizing AI in the Operational Phase of Camel Integrations
Hawtio AI is a new plugin that extends Hawtio's management and diagnostics console with AI-powered capabilities, enabling intelligent diagnosis of Camel application MBeans and laying the groundwork for automated operations in the operational phase of Camel integrations.