---
type: Project
title: Multi-Agent Orchestrator
description: Open source framework for orchestrating multiple AI agents with dependency resolution, parallel execution, and inter-agent communication.
resource: https://github.com/fpostigog88/multi-agent-orchestrator
tags: [multi-agent, orchestrator, open-source, python, agentic]
timestamp: 2026-06-22T00:00:00Z
---

# Multi-Agent Orchestrator

**Type:** Open source software project  
**GitHub:** https://github.com/fpostigog88/multi-agent-orchestrator  
**License:** Open source  
**Status:** Active  

## What it is

A framework for building multi-agent AI systems where agents work together to complete complex tasks. Handles dependency resolution — ensuring agents don't execute in parallel when their inputs depend on each other — and manages inter-agent communication.

## Core design principles

### Dependency Resolution
- Agents declare what inputs they need and what outputs they produce
- The orchestrator builds a dependency graph before execution
- Agents with no unmet dependencies run in parallel; those with dependencies wait

### Parallel Execution
- Multiple agents can execute concurrently when their dependency trees allow
- Reduces total wall-clock time for complex multi-step tasks
- Results are passed along the dependency chain automatically

### Inter-Agent Communication
- Agents communicate through a shared state store
- Each agent's output becomes available to downstream agents as inputs
- Clear contract between what each agent produces and what it consumes

## Related to Hermes

The orchestrator is designed to work alongside Hermes Agent Framework, enabling Hermes to spawn subagents for parallel research or task execution rather than handling everything sequentially.

## Source articles

- [Building Agentic Workflow Systems with Hermes and OpenClaw](https://felipepostigo.com/articles/building-agentic-workflow-systems-with-hermes-and-openclaw/)

## Related concepts

- [Applied AI and AI agents](/skills/applied-ai)
- [Hermes Agent Framework](/projects/hermes-workflows)