Is AIOS the same as LangChain or AutoGen?

Different layer. AIOS is the runtime — schedulers, queues, audit, human-in-the-loop — that frameworks like LangChain plug into. You bring the agent code; AIOS gives it a home.

Can I run AIOS on my own infrastructure?

Yes — AIOS is the spec + reference implementation. Deploy it on your own cluster, your own cloud, or behind your own firewall. Audit data stays where you put it.

What does the human-in-the-loop UI let me do?

Pause, override, replay, or hard-stop any run. No code edits, no Slack messages, no fishing through logs — the UI is the operator's control plane for every agent in the fleet.

Platforms

AIOS

The agent operating system.

Where the agents live. AIOS is the runtime — schedulers, queues, model routing, audit logs, secrets, and a UI for humans to step in. Every Mat Siems agent runs on top of it.

Persistent queues and schedulers — agents run on cadence, not one-shot
Multi-model routing: Claude · GPT · Gemini · Mistral · local
Audit-grade run logs with full input/output capture
Human-in-the-loop UI for review and override without touching code

Why

Without a runtime layer, agents are one-shot scripts. AIOS gives them a home: persistent queues, model routing, scheduled runs, audit logs, and a UI that lets humans intervene without touching the code.

How

Deploy agents as daemons on AIOS; the scheduler handles cadence and retries
Model routing layer picks the cheapest model that can do each task well
Audit log captures full input/output per run; human-in-the-loop UI for override

Proof

Agents running on AIOS: 13+
Model providers wired: Claude · GPT · Gemini · Mistral
Audit trail: every run, full capture

AIOS — the agent runtime, layered

Bottom up: agents → infra → humans

Hover or tap a node to see details.

FAQ

Is AIOS the same as LangChain or AutoGen?: Different layer. AIOS is the runtime — schedulers, queues, audit, human-in-the-loop — that frameworks like LangChain plug into. You bring the agent code; AIOS gives it a home.
Can I run AIOS on my own infrastructure?: Yes — AIOS is the spec + reference implementation. Deploy it on your own cluster, your own cloud, or behind your own firewall. Audit data stays where you put it.
What does the human-in-the-loop UI let me do?: Pause, override, replay, or hard-stop any run. No code edits, no Slack messages, no fishing through logs — the UI is the operator's control plane for every agent in the fleet.

In production

13 daemons on AIOS
Daily content engine plus per-codebase agents run as scheduled daemons with retries + audit.
Five-provider router
Claude, GPT-5, Gemini, Mistral, local — same task spec, the router picks per cost + capability.
Human-in-the-loop UI
Operators can pause, override, replay, or hard-stop any run from the AIOS UI — no code edits.

Talk to Mat See pricing

Platforms

APPAI

Master control plane for the fleet.

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