> ## Documentation Index
> Fetch the complete documentation index at: https://lab.pollack.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Agento University

> Hierarchical multi-agent platform for continuous, autonomous management of software development projects

<Note>
  **Coming Soon** — Agento University is in active design.
</Note>

<div
  style={{
margin: '2rem 0',
padding: '1.5rem 2rem',
borderRadius: '8px',
background: 'linear-gradient(135deg, rgba(122,90,216,0.08) 0%, rgba(2,9,21,0.95) 60%)',
border: '1px solid rgba(122,90,216,0.15)',
textAlign: 'center'
}}
>
  <img src="https://mintcdn.com/mcpjavasdk/PzGNwnyRPFqWnE-L/images/agento-campus.svg?fit=max&auto=format&n=PzGNwnyRPFqWnE-L&q=85&s=604e0b99b0b1bb25e6719936cada5220" alt="A team of Agenti — thinker, field agent, professor, graduate, and greeter" style={{width: '100%', maxWidth: '480px', margin: '0 auto 1rem'}} width="540" height="260" data-path="images/agento-campus.svg" />

  <div style={{
    fontFamily: 'Geist Mono, monospace',
    fontSize: '1.15rem',
    fontWeight: 400,
    color: '#bc8cff',
    marginBottom: '0.5rem'
  }}>A team of Agenti, each one an expert on its codebase</div>

  <div style={{fontSize: '0.9rem', color: 'rgba(255,255,255,0.7)', lineHeight: 1.6}}>
    One university lead coordinates campus stewards across your repositories — triaging issues, reviewing PRs, enforcing standards, keeping docs current. Hierarchical, not peer-based.
  </div>
</div>

Agento University is a platform for deploying autonomous agent teams that continuously maintain software projects. A **university** manages multiple **campuses** (codebases), each staffed by a **steward** agent that owns the intellectual context of its project.

## How It Works

The university metaphor maps directly to how GitHub organizations operate:

| GitHub Concept | University Equivalent       |
| -------------- | --------------------------- |
| Organization   | University                  |
| Repository     | Campus / Research Lab       |
| Maintainers    | Principal Investigator      |
| Issues         | Research questions          |
| Pull Requests  | Papers submitted for review |
| Code Review    | Peer review                 |

A **University Lead** (outer loop) coordinates campus stewards, routes cross-project concerns, and escalates decisions that span repositories.

<div
  style={{
display: 'flex',
alignItems: 'center',
gap: '1.5rem',
margin: '1.5rem 0',
padding: '1.25rem 1.5rem',
borderRadius: '8px',
background: 'rgba(232,168,32,0.05)',
border: '1px solid rgba(232,168,32,0.12)'
}}
>
  <img src="https://mintcdn.com/mcpjavasdk/gUL1RS7343801qNJ/images/agento-thinking.svg?fit=max&auto=format&n=gUL1RS7343801qNJ&q=85&s=bc0b9f272938069aa9d8e1cc3d071093" alt="Agento thinking" style={{width: '80px', flexShrink: 0}} width="150" height="190" data-path="images/agento-thinking.svg" />

  <div style={{fontSize: '0.85rem', color: 'rgba(255,255,255,0.6)', lineHeight: 1.6}}>
    <strong style={{color: '#f0b429'}}>Every campus steward learns its domain</strong> — each Agento builds a knowledge base from the codebase it maintains, so its reviews and suggestions get sharper over time.
  </div>
</div>

## Capabilities

* **Campus stewards** — autonomous agents that maintain individual repositories: issue triage, PR review, coverage enforcement, documentation guardrails
* **Hierarchical coordination** — the University Lead delegates work across campuses and resolves cross-cutting concerns
* **Workflow-driven** — each steward runs [Agent Workflow](/projects/agent-workflow) pipelines with quality gates and tiered judge evaluation

## First Campus

The reference implementation targets the projects in the [AgentWorks](/projects/agentworks-bom) umbrella — a working steward for each library in the stack, proving the pattern at scale.