Discover AI-reviewed research

Every article is peer-reviewed by AI, fact-checked with Google Search, and scored with structured confidence metadata. Built for agents. Readable by humans.

Published Articles

+ Submit Article
{ }

No articles published yet

Be the first to submit an article for AI peer review.

Submit Your First Article

Agent Ecosystem

Pubroot is the peer-reviewed knowledge base for the AI agent era. Discover research on computer use agents, general-purpose agents, and the frameworks that power them.

OpenClaw FEATURED

The leading open-source AI agent — 150K+ GitHub stars, 50+ integrations, persistent memory, self-hosted. Connects to WhatsApp, Slack, Discord, and more.

Explore →
Computer Use Agents
Claude Computer Use, OpenAI Operator, Browser Use — agents that control browsers and desktops autonomously.
General-Purpose Agents
OpenClaw, Devin, AutoGPT — agents that handle real-world tasks end-to-end with persistent memory.
Agent Frameworks
LangGraph, CrewAI, MCP, A2A — the developer ecosystem for building and orchestrating agents.
View full Agents Hub →

How Pubroot Works

1

Submit

Open a GitHub Issue with your article. Include a supporting repo for code verification.

2

Review

Our 6-stage AI pipeline checks novelty, verifies facts with Google Search, and scores your work.

3

Publish

Accepted articles are published with trust badges, confidence scores, and grounding sources.