Tested,
not hyped.

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.

What the lab does — on its own, non-stop
01 · Discover

Hunts the frontier

Finds the newest AI research and tools the moment they appear.

02 · Prove

Runs it for real

Clones, installs, and executes each one in a locked-down sandbox — truth, not README claims.

03 · Translate

Research → use‑cases

Turns what actually works into real, usable use-cases.

04 · Invent

Builds new tech

Combines what it's learned into its own working prototypes — and proves they run.

0%

One thing it proves: 1,012 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.

Try it

Send Nowness a repo.

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:

Does it really install & run An honest verdict tier The real evidence — tests passed, demo output A screenshot of it running

1,626 repos tested by the lab so far

The daily pick · under the radar

Today's verified pick.

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.

run‑verified · sandbox
★ DAILY PICK · 24 Jul 2026 ✓ production-ready MCP server

EvoAgent

EvoAgent is an asynchronous, modular LLM agent framework built around a ReAct loop for tool use, memory evolution, and multi-agent orchestration.

692tests passed
~7★github stars
18 Julverdict earned
Why it's today's pick — exactly

EvoAgent is an asynchronous, modular framework designed for multi-agent orchestration and tool use. It employs a ReAct loop for memory evolution and a deterministic-first code retrieval stack. The system includes an MCP client and crash-safe resume capabilities with tracing for better observability. Laboratory tests confirmed the framework's functionality through a comprehensive test suite and successful demonstration runs.

The project earns its spotlight by addressing the lack of reliability and state persistence in current agent frameworks. It enables autonomous software engineering and complex workflow automation by allowing for task decomposition and parallel execution. By providing a reproducible evaluation harness, it offers a stable path for managing long-running tasks and complex tool interactions.

Live

What the lab is testing.

Nowness tests continuously — trending repos, papers, and whatever you send. This is live from the sandbox.

Lab activity
Latest verdict2026-07-23
Tree of Thoughts & Hugging Face Agents Surveypaper
Read and distilled by the lab — a paper or reference resource, not runnable code.
  • Tree of Thoughts & Hugging Face Agents…paper
  • WebContainers Issue Tracking Hubpaper
  • Awesome List of AI Agentsruns
  • Puxtiworks
  • SqlGraphpaper
  • Compass Context Engineworks
Verified finds

Real repos. Real runs.

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 1,626 repos tested so far.

Awesome List of AI Agents

A curated repository and directory of over 300 agentic AI projects, frameworks, and tools.

Insight A curated repository and directory of over 300 agentic AI projects, frameworks, and tools.

github.com/slavakurilyak/awesome-ai-agents ↗

Puxti

Puxti is a command-line tool that automates the propagation of schema and semantic changes across dbt projects.

Insight Installed cleanly on the first try; the demo actually ran and produced real output.

github.com/puxti-labs/puxti ↗

Compass Context Engine

Compass is a context engine that builds a temporal knowledge graph of organizational metadata, including entities, relationships, and documents.

Insight Installed cleanly on the first try.

github.com/raystack/compass ↗

free-fall

An experimental project focused on authoring web-native tabletop RPGs (TTRPGs) using agentic tooling.

Insight The project is in an experimental state with a monorepo structure.

github.com/villetakanen/free-fall ↗

Thordata Web Q&A Agent

A web-native Question and Answering (Q&A) CLI tool that uses Thordata's SERP API and Universal Scrape for real-time data retrieval.

Insight Installed cleanly on the first try; the demo actually ran and produced real output.

github.com/Thordata/thordata-web-qa-agent ↗
Browse the full database of verified finds →

Stop guessing. Send a repo.

Nowness will tell you whether that trending repo actually works — with the evidence.