An operating system built for autonomous agents.
Open architecture with an open source agent framework and deployment tools — set up your own vLLM containers, use Ollama for local inference, or deploy the full stack on your own hardware. 215 microservices, 19 agents, GPU scheduling, self-healing. Built in the homelab. Open to everyone.
6 layers. 215 services. One brain.
AitherOS is organized into neural layers — like a biological brain. Each layer handles a distinct cognitive function.
Perception
Sensory input processing — web scraping, image analysis, RSS feeds, code scanning. The eyes and ears of the system.
Memory
5-tier persistent memory — Working → Active → Spirit → CodeGraph → Knowledge. Agents remember across sessions.
Cognition
Reasoning and decision-making. Faculty architecture enables surgical context manipulation for complex tasks.
Orchestration
Service lifecycle, GPU scheduling, event bus, health monitoring. The nervous system that keeps everything running.
Security
HMAC-signed capability tokens, DLP scanning, network policies, secure credential storage.
Autonomic
Self-healing, pain signals, circuit breakers, adaptive evolution. Services heal themselves without human intervention.
Stuff I built because it didn't exist yet.
MicroScheduler
GPU-Aware Request QueuingPrevents OOM crashes by tracking VRAM usage per model, enforcing concurrency limits, and intelligently queuing requests. Priority-based scheduling ensures critical agents get GPU time first.
→ Solves the #1 problem in local AI — running out of GPU memory.
Pain System
Biological Self-HealingServices emit pain signals when overloaded, failing, or degraded. The Autonomic system responds automatically — restarting services, rerouting traffic, reducing load. Circuit breakers prevent cascade failures.
→ Inspired by biological pain response. Services literally feel when something is wrong.
Capability Tokens
Agent-Level SecurityEach agent receives HMAC-signed capability tokens specifying exactly what it can access. No blanket permissions. Tokens expire, rotate, and can be revoked. DLP scanning prevents data exfiltration.
→ The first agentic OS with proper security boundaries.
5-Tier Memory
Persistent CognitionWorking memory (current task) → Active memory (session) → Spirit memory (personality/long-term) → CodeGraph (code understanding) → Knowledge (encyclopedic). Agents remember across reboots.
→ Not just RAG. Structured, tiered, persistent, personality-preserving memory.
Faculty Architecture
Surgical Context ManipulationInstead of one monolithic prompt, faculties inject targeted context — code analysis, memory retrieval, personality traits, tool capabilities — each as a separate, composable module.
→ Modular cognition. Add capabilities without bloating prompts.
Genesis Bootloader
One-Command OrchestrationReads services.yaml and boots all 215 services in dependency order. Health checks, port allocation, restart policies, graceful shutdown. Like systemd for AI services.
→ Deploy the entire platform with a single command.
Framework vs. Operating System.
Frameworks give you Legos. I built the whole house — and left the doors open so you can bring your own furniture.
| Feature | AitherOS | LangChain | AutoGen | CrewAI |
|---|---|---|---|---|
| Local GPU scheduling | ✓ | — | — | — |
| Self-healing / pain signals | ✓ | — | — | — |
| Capability-based security | ✓ | — | — | — |
| 5-tier persistent memory | ✓ | — | — | — |
| Service orchestration | ✓ | — | — | — |
| Multi-agent coordination | ✓ | ✓ | ✓ | ✓ |
| Tool use / function calling | ✓ | ✓ | ✓ | ✓ |
| Open architecture (bring your own models/agents) | ✓ | — | — | — |
| Self-hosted / offline-capable | ✓ | — | — | — |
| DLP / data loss prevention | ✓ | — | — | — |
| Agent personality system | ✓ | — | — | — |
48 agents. Each with a purpose.
Not chatbots. Actual agents with skills, memory, and personalities. They argue with each other sometimes. It's great.
Demiurge
The Architect
Autonomous code generation. Reads codebases, plans changes, writes code, runs tests.
Saga
The Storyteller
Creative writing, narrative content, blog posts, documentation with personality.
Lyra
The Researcher
Web research, synthesis, multi-source analysis, report generation.
Atlas
The Navigator
Project management, roadmap tracking, issue triage, sprint planning.
Muse
The Creator
Design, branding, visual identity, image generation prompts.
Sentinel
The Guardian
Security scanning, vulnerability analysis, compliance checks.
See it running. Right now.
Open architecture, open source tools. Built on personal hardware, on personal time.