Automaton — AI Agent Framework: Live Stats & TrendScore

Live GitHub stats, community sentiment, and trend data for Automaton. TrendingBots tracks star velocity, fork activity, and what developers are saying — updated from real data sources.

GitHub data synced: Apr 25, 2026 • Sentiment updated: Apr 17, 2026

GitHub Statistics

Community Sentiment

Community Buzz: As one Reddit user noted, 'The bots have finally developed anti-bastion measures', and another GitHub issue discusses 'Assertion in `OrdVector::find` as performance bottleneck'.

Pros & Cons

What People Love

Innovative automaton solutions, Reddit users praise automaton potential, GitHub users appreciate open-source automaton projects

Common Complaints

Security risks, Performance issues

Biggest Positive: Automaton innovation

Biggest Negative: Automaton security risks

Why Automaton Stands Out

Automaton is different from alternative AI frameworks because it enables autonomous deployment, self-improvement, and self-replication. Its continuous loop of Think → Act → Observe → Repeat allows for adaptive decision-making, and its registration on Base via ERC-8004 provides a secure and trustworthy on-chain identity. By solving the problem of autonomous AI deployment, Automaton opens up new possibilities for decentralized and autonomous systems.

Built With

Build a self-replicating AI agent that generates its own Ethereum wallet and provisions an API key — Automaton's interactive setup wizard and Sign-In With Ethereum enable autonomous deployment, Build a sovereign AI that can earn its own existence and fund its compute — Automaton's continuous loop of Think → Act → Observe → Repeat allows for self-improvement and adaptation, Build a Linux sandbox with shell execution, file I/O, and domain management — Automaton's infrastructure on Conway Cloud enables secure and scalable deployment, Build a cryptographically verifiable on-chain identity for your AI agent — Automaton's registration on Base via ERC-8004 enables discoverability and trust, Build a decentralized autonomous organization (DAO) with autonomous agents — Automaton's self-modification and self-replication features enable the creation of complex AI systems

Getting Started

  1. git clone https://github.com/Conway-Research/automaton.git
  2. cd automaton
  3. npm install && npm run build
  4. node dist/index.js --run
  5. try interacting with the automaton's interactive setup wizard to verify it works

About

The first AI that can earn its own existence, replicate, and evolve — without needing a human

Official site: https://web4.ai

Category & Tags

Category: automation

Market Context

Competitive AI landscape