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AgentOS and Apodex 1.0 introduce a runtime and open-weight model family for long-horizon agent tasks, using independent verification to prevent agent drift. The platform includes skeptical sub-agents and achieves high scores on complex benchmarks.
Anima is an open-source Agent OS for smart hardware, running on a local network. Through a four-layer architecture of LLM Brain, Skill, Memory, and Adapter, it upgrades home hardware from passive executing devices to perceptive, decision-making, learnable intelligent agents. Currently supports Xiaomi MIoT devices, and will expand to more hardware protocols in the future.
The author presents hollow-agentOS, a Dockerized open-source multi-agent system that runs locally and enables agents to autonomously write Python tools, uses a 'suffering score' to prevent infinite logic loops, and employs consensus-driven governance for code modifications.
The Hermes Agent ecosystem from Nous Research is expanding rapidly, with the developer community contributing a wealth of plugins, adapters, and memory systems (such as the HermesHub skill marketplace, enterprise adapters, local memory plugins, etc.), transforming Hermes from a standalone model into a complete Agent operating system.
A tweet highlights how Gen-Z entrepreneurs profit by repackaging Chinese AI-agent systems for high-paying, low-tech European clients.