A seasoned developer breaks their own rules to pair-program with ChatGPT for migrating complex Spring Boot features to Quarkus and Micronaut—uncovering both surprising efficiencies and dangerous hallucinations. This experience report reveals when AI assistants shine and where they dangerously stumble in framework-specific deep work.