#gpu

An agent harness that compiles a model into one provably-correct, self-retargeting CUDA megakernel and self-tunes it past cuBLAS at batch-1 LLM decode, paper: https://arxiv.org/abs/2606.09682

Predictive GPU memory framework for AI inference workflows

Private AI Circuit free tier. Run a private AI agent on AWS GPU. Hermes + Ollama + Terraform

Private AI platform on k3s — Ollama/Qwen3 + Milvus RAG + MCP agentic tooling + Fleet multi-cluster management

Production-grade low-level engineering skills for AI coding agents. 124 verified, source-backed skills (C, C++, Rust, asm, kernel, embedded, Zig, GPU, RE, build systems) with provenance, examples, and evals.

GPU profiling and optimization SKILLS with bundled MCP server

A local-only AI agent for small devices

The 48GB VRAM Local LLM Guide: real benchmarks, model configs, and gotchas from 135+ community reports. Includes runnable benchmark scripts.