In this leadership role, you will bridge technical vision, product development lifecycle (PDLC) execution, and organizational leadership-scaling distributed cloud-native platforms, steering our agentic AI roadmap (LangChain, LangGraph, autonomous loops, RAG), and mentoring high-performance engineering squads. Agentic AI Architecture Loop stability, LLM observability, evals, and production SLA governance When moving agentic workflows (e.g., LangGraph loops) from prototype to production at scale, how do you manage non-determinism, state persistence, and cost/latency SLAs.