The article warns against fragile AI agents built with CompletableFuture.allOf(), highlighting resource leaks, OOM risks from unbounded threads, and orphaned tool executions. It contrasts AI wrappers—LLM API UIs—with AI products that integrate proprietary data, specialized models, and workflow integration.
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