guthsplan/AgentBeats-Optimus-3.2

The project is a specialized implementation for a niche competition (AgentBeats). With 0 stars, 0 forks, and no recorded activity velocity, it lacks any community traction or ecosystem moat. While it implements a sophisticated sounding paper ('Optimus-3'), such architectures are currently the primary focus of frontier labs (OpenAI, DeepMind) and well-funded agentic startups. The 'Dual-Router' and 'Reasoning-Aware Policy' techniques are precisely what frontier models like OpenAI's o1 series are internalizing at the model level. This repo serves as a reference for a specific benchmark but offers no defensibility against platform-level agentic improvements. It is likely to be displaced by more generalized reasoning models or more popular agent frameworks like LangGraph or AutoGen within a very short horizon.