CompFly AI

Context At CompFly AI, I work as an Applied AI Engineer across AI agent evaluation, model validation, runtime security, and agent workflow development. My work centers on a core product question: how do we measure whether an AI security system behaves deterministically before release? In agentic systems, reliability is not just about a single model response. It depends on how the system behaves across tools, memory, multi-step workflows, runtime protections, and adversarial scenarios. ...

December 1, 2025