Raypher – a Rust-Based Kernel Driver to Sandbox "Bare Metal" AI Agents
Kernel-level agent sandboxing via eBPF, but alpha code with kernel panics and unproven reliability.
Autonomous Bare-Metal OS Agent
Vision-based VM debugging loop lets AI fix kernel panics without text logs.
OS developers, AI agent researchers, low-level systems programmers
SWE-agent · OpenDevin · Cursor
Kernel-level agent sandboxing via eBPF, but alpha code with kernel panics and unproven reliability.
Saves neoclouds months of engineering by turning bare metal racks into managed Kubernetes clusters.
Agents usually code; this one flashes firmware and manages BMCs on real bare metal.
Autonomous kernel optimizer that won MLSys contest with 34.93x speedup.
Boots bricked hardware from RAM over USB using FEL protocol—genuine embedded wizardry.
Beats PyTorch eager by 5.29x on RMSNorm using autonomous agent loops.