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  3. LevelForge
Anonymous builderabout 2 hours agoJudging locked: Event build

LevelForge

LevelForge is a testbed for long-horizon agent memory — an LLM repairs a 2D level action-by-action while a deterministic validator, not the model, judges whether it actually solved it.

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Project description
LevelForge is an environment that allows  AI agents to handle better memory over long tasks. An LLM repairs a 2D platformer level action-by-action while a deterministic validator, not the model, judges whether it actually works. We compared four memory strategies live against a self-hosted 24B model.
Project links
  • GitHub repository
Tools used
  • Liquid AI
  • Tinybird
Tools used
  • Liquid AI
  • Tinybird