System Specifications File

AgentHive Platform

Docker-First Multi-Agent Swarm orchestrator

Introduction

AgentHive is an open-source, containerized orchestration platform designed to build, deploy, monitor, and run collaborative AI agent swarms. It allows users to orchestrate complex multi-agent workflows, run local LLMs (via Ollama), and monitor token costs directly from a single web dashboard.

Project Overview:AgentHive coordinates multiple agent workers, storing execution traces in PostgreSQL, using pgvector for memory lookup, and running long-running jobs via Redis and Celery queues.

Core Concept

Agent swarms require asynchronous step tracking, model failover gateways, and cost-reduction mechanisms to prevent high LLM token consumption.

Architect Design Philosophy:This system is designed with a focus on local-first operational autonomy, strict multi-tenant isolation barriers, and minimizing computing overhead.

Video walk-through pending release

System components and logging streams are mock visualized under standard interactive screens.