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Design and delivery of AI‑enabled application components and agent workflows Reliability, performance, and operational supportability of deployed solutions Adherence to enterprise engineering standards, security controls, and data governance requirements Design, build, and test multi‑step agent workflows using established patterns such as ReAct, planner‑executor, and tool‑chaining Integrate LLMs (. Claude and OpenAI) with enterprise APIs and internal systems, including robust handling of retries, edge cases, and degraded states Implement tool calling, function orchestration, and compensating actions to ensure workflows remain stable under failure conditions Design and implement human‑in‑the‑loop controls, including approvals, escalations, and exception handling where required by business logic or risk considerations Collaborate with product managers, dom...
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