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rhino-acoustic/NeuronFS

mkdir beats vector DB. B-tree NeuronFS: 0-byte folders govern AI — ₩0 infrastructure, ~200x token efficiency. OS-native constraint engine for LLM agents.

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What it does

NeuronFS is a tool that uses your computer's ordinary folder structure to give AI coding assistants a long-term memory and a strict rulebook — so when you tell an AI 'never do X,' it actually remembers and obeys, every time. Instead of expensive databases or cloud services, it stores AI behavior rules as folders on your hard drive, physically injecting those rules into every AI conversation so they can't be ignored.

Why it matters

Teams building AI-powered products face a real cost and reliability problem: AI agents forget instructions, hallucinate, and require expensive infrastructure to manage their behavior at scale — NeuronFS claims to solve this for free using tools every computer already has. If the approach holds up, it could shift how product teams think about AI governance from a cloud infrastructure budget line into a zero-cost, zero-dependency workflow anyone can adopt.

30Active

On the radar — signal detected

Stars
128
Forks
22
Contributors
1
Language
Go

Score updated Apr 8, 2026

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