{"repo":"QuantaMinds/QuantaMind","free":true,"listed":false,"github":"https://github.com/QuantaMinds/QuantaMind","clone":"git clone https://github.com/QuantaMinds/QuantaMind.git","description":"We test whether self-hosted LLMs can run agents","language":"Rust","stars":12,"topics":["ai-tools","developer-tools","local-llm"],"license":"Apache-2.0","category":"dev-tools","readme_excerpt":"QuantaMind The pre-deployment gate for local AI agents. Benchmark any llama.cpp or vLLM model for agentic readiness on your own hardware — and get a Ready / Conditional / Not Ready verdict before you wire it into an agent. Runs fully local by default (nothing leaves the machine); optionally point it at a remote vLLM GPU server when you need to bench a model bigger than your box. Local-first · No telemetry · No account · pass^k scoring · hardware-aware · one 30 MB binary --- ⚡ Quick start (no build required) You do not need Rust, Node, or any toolchain to use QuantaMind. Option 1 · Desktop app Download the prebuilt app from quantamind.co and launch. Option 2 · The qm CLI (headless) Prefer the terminal? Install in seconds: Prebuilt for macOS (Apple Silicon + Intel), Linux (x64 + arm64, plus a fully static musl build for containers), and Windows x64 — every artifact checksummed and attestation-signed. Your first verdict QuantaMind drives a model you already run locally — so you need a backend up (the default is llama.cpp): In the desktop app : open the Tests tab, pick your model, run a built-in agentic collection — then check Agent Report for the verdict. Already have an agent? Gate it instead qm certify inverts the question. Instead of benchmarking a model, it makes your agent the system under test : it seeds a world, runs your command against it, grades the real end state, and repeats k times. It issues no model call — your agent owns its model — so there's no SDK to install a","default_branch":null,"files":null,"tree":[],"storefront":"/r/QuantaMinds","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/QuantaMinds/QuantaMind/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}