
NeuronPathway
29 AI agents that let personal trainers focus on clients
What it does
NeuronPathway is an AI-native fitness platform powered by Claude. It deploys 29 specialized AI agents to handle training plans, nutrition, form analysis, recovery, and client management — so personal trainers can focus on their clients. For solo athletes, it's like having a full coaching staff: an AI coach that knows your history, computer-vision form analysis, adaptive meal plans from 300,000+ USDA foods, and recovery optimization based on HRV and sleep data.
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Hey HN, Henry from Cactus here! We previously released Cactus Needle, a 14MB agentic LLM for tool call, device use, and structured extraction for phones, wearables, smart homes, small robots and microcontrollers. We got really great feedback here, and have now incorporated the suggestions to release Needle 2. The whole model is a single 14MB binary that runs a full session in 28MB of RAM; 45m parameters at 2bit compression. Needle hits 500 tokens/sec decode speed on a Raspberry Pi 5, sits between 400-1,500 tokens/sec on VR devices like Meta Quest 3S and Apple Vision Pro, and ranges…
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