Dev builds SimCity 2000 harness for Claude and OpenAI models; Claude's city hits 28,000 residents

davidfromkansas · x · 2026-10-15

Developer davidfromkansas ported SimCity 2000 and built a gaming harness that gives Claude and OpenAI models tools for memory, planning, and reflection so they can learn to grow successful cities. So far Claude has built a city of 28,000 residents.

The harness pattern — dropping LLM agents into a long-horizon game with memory and reflection tools — is a fun testbed for autonomous planning.

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