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.
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: 1,339 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 clones it, installs it, and actually runs it in a locked-down sandbox — you watch the whole test happen live, right here.
Here's exactly what lands in your inbox:
→ 2,655 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.
Loushang is an AI-native agent harness designed for complex software development workflows.
Loushang is an AI-native agent harness built for complex software development workflows. It provides a framework for multi-model orchestration and stateful sessions, treating work methods and execution steps as runtime objects. The lab's run proved the system can handle complex engineering tasks by successfully installing and passing a high volume of tests during a demo execution.
This project earns its spotlight by addressing the loss of context and lack of persistence in multi-step software projects. It allows for persistent coding sessions that can be resumed and audited while providing governance over custom tool sets. By enabling provider-aware routing and method-guided workflows, it solves the difficulty of managing AI agents in sophisticated development environments.
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 2,655 repos tested so far.
A Symfony bundle that integrates the 'auditor' library to automatically track and log database changes.
Insight The project has a professional structure with multiple versions, comprehensive test suites, and clear documentation.
github.com/damienharper/auditor-bundle ↗A PHP library designed to provide a standardized way to collect and persist audit logs.
Insight The project has a mature structure with multiple versions, comprehensive documentation, and a clear provider architecture.
github.com/damienharper/auditor ↗A collection of approximately 20,000 past exam questions for Nigerian exams including POST-UTME, UTME, WASSCE, and NECO.
Insight The project has a clear structure and file count (652 files) including a package.json and multiple file types.
github.com/Seunope/aloc-endpoints ↗An open-source web application and repository providing high-quality vector logos of Nigerian companies.
Insight Installed cleanly on the first try.
github.com/PaystackHQ/nigerialogos ↗A curated repository and showcase of software tools and products built by Nigerian developers and creators.
Insight The artifact is a curated collection/curation of tools and a repository of resources rather than a single runnable software product.
github.com/acekyd/made-in-nigeria ↗A Django application that provides a lightweight auditing system for tracking object changes.
Insight Installed cleanly on the first try.
github.com/jazzband/django-auditlog ↗Nowness will tell you whether that trending repo actually works — with the evidence.