MachinaOS

About MachinaOS

MachinaOS is a desktop application that adds a semantic runtime layer above your operating system where natural language goals become structured, validated execution plans. It converts intent into visible plans, gates risky operations through policy checks, runs real tools on your machine with human approval, and maintains a tamper-evident audit log. The system supports multi-agent workflows, visual pipeline design, security controls, and works with seven LLM providers including fully local inference via Ollama.

FAQ

What does intent-native mean?

Intent-native means the system is designed from the ground up to accept natural-language goals and convert them into structured, validated plans with a dedicated planning layer that decomposes goals into steps, assigns tools, checks policies, and records outcomes as first-class runtime objects.

How is MachinaOS different from LangChain, AutoGen, or CrewAI?

MachinaOS is a runtime layer that ships as a desktop application with native UI, visual workflow studio, security center, and audit log. You interact with it through natural language or visual canvas rather than code. It runs fully locally with no cloud infrastructure dependency.

Does MachinaOS run fully locally?

Yes. The runtime, planner, tool registry, memory system, secrets vault, and audit log all run on your local machine. Ollama can be used as a fully local LLM provider with zero network calls, though cloud LLM providers are opt-in.

Which LLM providers does MachinaOS support?

MachinaOS supports seven LLM providers: Ollama (fully local), OpenAI, Google Gemini, Anthropic Claude, OpenRouter, LM Studio, and a configurable custom endpoint. You can hot-reconfigure the active provider from Settings without restarting the runtime.

What is the policy gate and approval system?

The policy gate evaluates every proposed step against a risk profile before execution. Destructive operations trigger an approval requirement where the runtime pauses and presents the plan for human review. You can approve, deny, modify, or request an explanation for any step, with all decisions recorded in the immutable audit log.

Makers

• DDavideFounder