Agent Orchestration & Workflow Infrastructure Build and operate the infrastructure for deploying multi-step agent workflows — state management across complex reasoning chains, tool routing and execution runtimes, and long-running agentic processes that persist over time. Own the orchestration layer that coordinates agent planning, tool calls, and human-in-the-loop patterns. Design systems that handle agent failure modes gracefully: retries on ambiguous tool outputs, fallback strategies when models produce unexpected results, and observability into multi-step execution traces.

• Agentic Workflow Design & Decomposition: Breaks down business workflows into modular tasks and orchestrates multi-agent systems with clear control and integration boundaries