Most agent demos die the same death: they work in the meeting and fall over in production, because the demo was the model and production is the harness. That harness is real engineering: controlling the loop, governing which tools the agent can reach, surfacing failures before customers hit them, and enforcing guardrails in code where a prompt would only ask nicely. It is also most of what you build in the new AI Engineering with Claude Nanodegree program. Learn More: bit.ly/4xhwmtd #AIEngineering #AgenticAI #Claude #ProductionAI

Aug 3, 2026 · 5:00 PM UTC

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