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Designing Tool-Calling AI Agents That Survive Production: A LangGraph Approach

calendar_today July 7, 2026 person Shubham Gupta domain dzone

Most agent demos work beautifully on stage and fall apart the first week in production. The reason is almost always the same: the demo treats tool-calling as a happy path, and production is nothing but edge cases. A tool times out.

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