Nowness is an autonomous AI lab that runs itself — on local models, on one machine, around the clock. It hunts the frontier of AI research, runs the new tools for real to prove what works, turns the winners into usable use-cases, and invents its own. No cloud, no human in the loop. Try it → give it any GitHub repo and get an honest, execution-backed verdict in minutes.
Finds the newest AI research and tools the moment they appear.
Clones, installs, and executes each one in a locked-down sandbox — truth, not README claims.
Turns what actually works into real, usable use-cases.
Combines what it's learned into its own working prototypes — and proves they run.
One thing it proves: 994 AI repos it actually ran, and a third don't work.
Everyone judges AI by the demo. Nowness runs the code — and only surfaces what's real.
Paste any public GitHub repo and your email. Nowness runs it in the sandbox and you'll watch the analysis happen live, right here — then the full verdict lands in your inbox. Free during the beta.
→ 1,629 repos tested by the lab so far
Every day Nowness features ONE repo from its verified winners — ranked purely by real execution evidence (tests that passed, installs that worked, demos that ran), never by stars, and never an obvious big name. A fresh verified gem, daily.
Hivemind is a cloud-backed shared memory and skill-learning system for AI agents.
Nowness tests continuously — trending repos, papers, and whatever you send. This is live from the sandbox.
Every card below was actually executed by the lab — under-the-radar repos that installed clean and did what they claim, verified in the sandbox, not guessed from the README. From 1,629 repos tested so far.
ApiCat is an API documentation management tool that adheres to the OpenAPI specification.
Insight The sandbox's clock wall caused a but the project structure shows a complete Go/Vue implementation with a Dockerfile and clear documentation.
github.com/apicat/apicat ↗WebMap is a Python-based automation tool designed to streamline web penetration testing by orchestrating Nmap, Nikto, and Dirsearch.
Insight Installed cleanly on the first try.
github.com/Anteste/WebMap ↗HELM is an open-source Python framework designed for the holistic, reproducible, and transparent evaluation of foundation models, including LLMs and multimodal models.
Insight HELM is an open-source Python framework designed for the holistic, reproducible, and transparent evaluation of foundation models, including LLMs and multimodal models.
github.com/stanford-crfm/helm ↗EvalScope is a comprehensive evaluation and benchmarking framework designed for Large Language Models (LLMs), Vision Language Models (VLMs), and AIGC.
Insight The library imports without errors.
github.com/modelscope/evalscope ↗A web-based platform and framework for evaluating Large Language Models (LLMs) playing classic video games.
Insight The project has a complete structure with a Node.js server, frontend, and multi-layered prompting system.
github.com/zmuhls/gvgai-web ↗RegoLab is an interactive web-based playground for developing and testing Open Policy Agent (OPA) Rego policies.
Insight The project has a complete structure with a monorepo layout, clear documentation, and a provided Docker setup.
github.com/HZMonama/regolab ↗Nowness will tell you whether that trending repo actually works — with the evidence.