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Who I am and why that matters here I'm a software engineer at Verizon working on AI agent systems — LLM orchestration, incident routing, multi-model evaluation pipelines. I've published IEEE research

The Short Version For weeks, my AI code reviewer flagged the same classes of bugs across different pull requests. My AI coding agent would fix them every time. Then they came back in the next branch.
