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: 1,394 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:
→ 3,112 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.
Trelix is a code intelligence tool that indexes repositories using Tree-sitter AST parsing and hybrid search (BM25 + vector + call-graph).
Trelix is a code intelligence tool that indexes repositories using Tree-sitter AST parsing and hybrid search. It combines BM25, vector, and call-graph analysis to provide contextual retrieval and LLM synthesis for understanding and reviewing codebases. The lab's run confirmed the project's comprehensive structure and its ability to integrate with multiple frameworks.
The tool earns its spotlight by addressing the limitations of standard grep and simple vector embeddings. By incorporating structural awareness, it accurately handles complex questions about code logic. It enables natural language search, automated code review analysis, and multi-repository federated search. It also generates knowledge graphs and provides context for LLM 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 3,112 repos tested so far.
A self-correcting learning engine for Claude Code that provides persistent identity, behavioral pattern tracking, and cross-session memory.
Insight Installed cleanly on the first try; its own test suite ran — 77 tests passed.
github.com/DomDemetz/claude-soul ↗A lightweight Node.js/JavaScript library that extracts image dimensions (width, height, type, etc.) without downloading the entire file.
Insight Installed cleanly on the first try.
github.com/nodeca/probe-image-size ↗A Vertical SaaS solution for public sector bid automation that uses RAG (Retrieval-Augmented Generation) to automate RFI responses.
Insight Installed cleanly on the first try.
github.com/MohiuddinKhanTushar/merge-point-software ↗A software synthesis and automated reasoning tool that utilizes the Z3 theorem prover and Lark parser.
Insight Installed cleanly on the first try.
github.com/corwin-of-amber/techcs-236347 ↗SynWaveEco is an integrated e-commerce and IoT device management platform built with Laravel.
Insight The project has a complete file structure, clear documentation, and a defined database schema.
github.com/hkhuang07/synwaveco-ecommerce-laravel ↗A high-performance full-text search engine implemented in Rust and WebAssembly.
Insight The project has a comprehensive structure including source code, tests, and examples.
github.com/epoyraz/minisearch-wasm ↗Nowness will tell you whether that trending repo actually works — with the evidence.