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THE COORDINATION STACK

Coordination that
compounds

Nionto builds AI tools for local LLMs and vibe coding—run AI privately on hardware you control and review, debug, test, and secure AI-generated software.

System Status One Nionto account for every product. Mayhem Monkeys is live and selling now; ModelCoor Lite is in early access across Mac, Windows, Linux, iOS and Android.

Mayhem Monkeys

Active Launch

AI-powered engineering review that finds and fixes software issues automatically.

$49/mo
Review your vibe-coded app

ModelCoor Lite

Early Access

Turns the computers you already own into a private LLM fleet. No new hardware.

Free · $9/mo Pro · $29/mo Studio
Run local LLMs with ModelCoor
Mayhem Monkeys

AI Code Review for Vibe-Coded Apps

Vibe coding gets software built fast. Mayhem Monkeys independently reviews AI-generated applications for bugs, security problems, performance issues, broken workflows, and other failures before your users find them.

Get an AI code review with prioritized findings, engineering assessments, remediation guidance, and prompts to fix the problems.

How a hunt works

  1. Submit a target Point us at a live URL or connect a repo on mayhem.feedback.
  2. The crew goes to work Specialist hunters probe for real issues — smoke, auth, injection, logic, performance, and more.
  3. You get the fix Every finding includes severity, evidence, repro steps, and an LLM-ready fix prompt. Apply as PR or copy-paste.

Security and Testing for Vibe Coding

Mayhem Monkeys applies specialized AI reviewers across security, performance, compliance, reliability, and software behavior.

  • Full specialist crew on every hunt
  • Black-box + white-box testing in one pass
  • Severity, evidence, and actionable fix prompts
  • Apply fixes directly as a pull request
  • Unlimited hunts under one subscription
  • Priority queue when you need results faster
  • Secure sandboxed execution with ownership verification
The Crew

Eight core specialists + add-ons. Each one focuses on a different class of bugs.

Han Boba Mando Cad Predator Bossk IG-88 Silverback

Right monke. Right target. No excuses.

Hunter Plan
$49/mo

Unlimited hunts · Full crew · 1 Priority Pass / month

Review your vibe-coded app See how a hunt works on mayhem.feedback →
ModelCoor Lite

Run Local LLMs on Hardware You Already Own

Run local LLMs and AI models privately on hardware you already own. ModelCoor turns your existing computers into private AI infrastructure and reduces dependence on cloud inference.

What it does

ModelCoor Lite coordinates the hardware you already have so you can run AI models privately. Instead of sending prompts and data to the cloud, inference stays on your devices.

  • Uses Macs and devices you already own
  • Data never leaves your hardware
  • Dramatically lower cost than cloud inference
  • No new servers or GPUs required to start
  • Simple multi-device setup
  • Designed as the entry point into the full ModelCoor platform
  • Ideal for AI coding and private workloads

Why it matters

Cost Cloud AI coding and inference bills add up fast. ModelCoor Lite is built to reduce that spend significantly.
Privacy Keep your prompts, data, and AI inference on hardware you control.
Simplicity Start with the machines you already have. Expand later into the broader ModelCoor network when you’re ready.
Built for
  • AI-assisted coding teams
  • Privacy-sensitive workloads
  • Teams tired of rising cloud inference costs
  • Anyone who wants local control without buying new hardware
ModelCoor Lite
$10/mo

Introductory pricing · Private multi-device AI · Per person / month

Run local LLMs with ModelCoor

The Full Coordination Stack

Four interconnected products. One unified coordination thesis. Expand seamlessly as your team scales.

CodeCoor

Upcoming

Coordinates AI coding workflows across software teams. Context-aware multi-agent development environment.

$199/mo
Join Waitlist

AgentCoor

Platform

Stateful agent coordination across applications, vendors, organizations, and distributed edge infrastructure.

Enterprise
Learn More

AppCoor

Platform

Decentralized application runtime with shared state and peer-to-peer browser/device synchronization.

Enterprise
Learn More
Nionto — The Coordination Company

Ready when you are

Start with the tool that fits you today. Grow into the full stack tomorrow.

Review your vibe-coded app Run local LLMs with ModelCoor