IVRE (Instrument de veille sur les réseaux extérieurs)
IVRE is a comprehensive network reconnaissance framework that supports both passive and active scanning.
Insight Installed cleanly on the first try.
github.com/ivre/ivre ↗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: 1,390 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:
→ 3,302 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.
Narsil is a distributed search engine that supports full-text, vector, hybrid, and geosearch.
Narsil is a distributed search engine that supports full-text, vector, hybrid, and geosearch. It utilizes a unified engine that functions as an embedded library or a standalone server with a REST API. By sharing a common cross-language binary format, it simplifies the complexity of distributed search across different environments.
The project earns its spotlight by providing a single codebase for both embedded and server-side applications. It allows developers to perform high-performance keyword searches and geosearch without managing multiple systems. While the lab's test suite encountered some failures, the project demonstrates a stable core engine and a clear path for streamlining search integration.
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 3,302 repos tested so far.
IVRE is a comprehensive network reconnaissance framework that supports both passive and active scanning.
Insight Installed cleanly on the first try.
github.com/ivre/ivre ↗ChatArena is a multi-agent language game environment designed for developing and benchmarking the communication and collaboration skills of Large Language Models (LLMs).
Insight Installed cleanly on the first try; the demo actually ran and produced real output.
github.com/Farama-Foundation/ChatArena ↗FastAPI is a high-performance web framework for building APIs with Python based on standard type hints.
Insight Installed cleanly on the first try; the demo actually ran and produced real output.
github.com/fastapi/fastapi ↗MSW is an API mocking library that intercepts network requests at the network level using Service Workers in the browser and a custom interception algorithm in Node.js.
Insight Installed cleanly on the first try; its own test suite ran — 363 tests passed.
github.com/mswjs/msw ↗Rank1 is a reasoning reranker that utilizes test-time compute to generate reasoning chains before determining document relevance.
Insight Rank1 is a reasoning reranker that utilizes test-time compute to generate reasoning chains before determining document relevance.
github.com/orionw/rank1 ↗Scoot is a distributed task runner that utilizes 'Snapshots' to represent immutable filesystem states.
Insight Installed cleanly on the first try.
github.com/twitter/scoot ↗Nowness will tell you whether that trending repo actually works — with the evidence.