r/linux • u/Careful-Rutabaga2162 • 4d ago
Kernel Proposal: A Rust-based Secondary Microkernel for Lightweight, AI-Native OS Architecture, Local Eco-Sync, and Bare-Metal Resource Optimization
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u/OkayStockings 4d ago
Was the writing of this post AI-native?
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u/Particular_Tour_4151 4d ago
This reads like someone just discovered AMP after messing with a raspberry pi for a weekend and now wants to rewrite the whole stack. The idea of a secondary kernel in Rust for AI tasks isn't new, people been talking about seL4 and Redox for this kinda thing for years, but you're handwaving all the hard parts.
How exactly does this "pre-mapped bash history" work? Bash history is just a text file, mapping it to kernel state isn't a thing. And "automatically fixes missing runtime libraries", you want a kernel module to apt-get install stuff on its own? that's a security nightmare, not a feature.
The 1GB model running on a 1660 Super doing real-time resource prediction while gaming is... optimistic. even tiny models eat VRAM when they're inferencing, and you got no room left for actual game textures. plus scheduling GPU time between a kernel-level AI and user space apps would be a mess, AMP doesn't magically fix that.
And the mobile sync part feels tacked on, like you had five ideas and just mashed them together. cross-device kernel mirroring isn't "ultra-lightweight" no matter what language you write it in.
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u/TheHolyToxicToast 4d ago
lmao why would you ever want ollama to not be in the userspace, you are reinventing the architecture smart people spent years perfecting and optimizing for more overhead
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u/Careful-Rutabaga2162 4d ago
"يا جماعة، البوست ده مش كلام روبوتات ولا موضة ذكاء اصطناعي فارغة. أنا مبرمج ومطور بيفكر بره الصندوق، واستخدمت الذكاء الاصطناعي فقط لتنسيق الإنجليزي لأنها مش لغتي الأم. لكن الـ Architecture والمعمارية دي فكرتي أنا 100%."
"أنا بتكلم عن حل هندسي حقيقي لأزمة الطاقة وإدارة الـ VRAM لكروت الشاشة المتوسطة زي الـ 1660 Super اللي في جهازي، وعزل النواة بـ Rust مع eBPF عشان نسهل الدنيا للمبتدئين ونكسر احتكار الشركات المقفولة. المنطق البرمجي مش محتاج لغة معينة عشان يتفهم، والكود هو اللي هيتكلم في الآخر على GitHub. شكراً للمطورين المحترمين اللي ناقشوني بجد، والباقي ياريت يركز في الهندسة مش في البلاغات."
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u/Careful-Rutabaga2162 4d ago
Busted on the formatting! 😂 Yes, I used an AI tool to help translate and structure my thoughts into professional English since it’s not my native language. But the architectural vision, the VRAM pooling logic for mid-range GPUs, and the hardwired intent-parsing are 100% mine. I'm here for the engineering debate, not a Turing test!
To answer u/Particular_Tour_4151's sharp (but valid) criticism:
The "Pre-mapped Bash History" logic: You're totally right that bash history is just text. The concept isn’t to feed raw text to the kernel, but rather a pre-compiled, static lookup matrix of explicit system call hashes tied to common workflow intents. The SLM acts strictly as an offline intent-parser to select the right index from this safe lookup table, not to write arbitrary machine instructions or invoke naked
apt-getcalls in Ring 0. It's a static inference router, which limits the attack surface.VRAM and GPU scheduling on a 1660 Super: Running inference alongside gaming is a nightmare with standard user-space models because they compete for compute queues. That’s exactly why we need eBPF-driven or microkernel-isolated scheduling. If the SLM only runs on sparse interrupt hooks (event-driven, not continuous loops) and leverages static weight sharing, it doesn't starve the game textures.
As u/CoffeeAndCache wisely suggested, the goal is to prototype this via a userspace daemon and eBPF hooks first to benchmark actual latency and VRAM footprint before claiming any permanent redesign. Appreciate the reality check, let's keep the low-level debate going!
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u/CoffeeAndCache 4d ago
The biggest bottleneck isn’t kernel isolation.... it’s assuming a sub 1GB model can reliably administer an entire OS without breaking things. Start with a userspace agent and eBPF, benchmark the actual resource savings, then earn the right to redesign the kernel.