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From Blueprints to Prompts: Automating Building–Grid Intelligence with LLM Agents

Building simulation is not glamorous work. It is a room full of configuration files, simulator interfaces, reward functions, time-series outputs, and small mistakes that quietly invalidate a week of analysis. The industry likes to talk about intelligent buildings. The less marketable truth is that before a building can be intelligent, someone has to wire the experiment together correctly. ...

March 30, 2026 · 16 min · Zelina
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Traffic, but Make It Agentic: When Simulators Learn to Think

Traffic. A planner wants to test whether a new signal policy will reduce congestion near a hospital. A logistics operator wants to know whether a revised delivery schedule will overload a district during the evening peak. A city team wants to compare two neighborhoods, two time windows, and two control strategies before anyone touches asphalt, paint, or public patience. ...

December 25, 2025 · 18 min · Zelina