Open-Source · Self-Hosted · Model Agnostic

The Operating System
for AI Agents

Run autonomous agents with tools, memory, and workflows — on your own infrastructure. No vendor lock-in. You own everything.

Get Started See How It Works

Built for developers, builders, and operators who want full control over AI agents.

WHY LAUDAGI EXISTS

AI Agents Are Broken

The current landscape forces you to choose between control, capability, and cost. Laudagi eliminates that trade-off.

Chatbots Can't Execute

ChatGPT and Claude are conversational. They can't run code, call APIs, manage files, or take real-world actions autonomously.

SaaS Locks You In

Cloud agent platforms own your data, control pricing, and can shut down anytime. You have no visibility into what runs or how.

Agents Lack Control

Most agent frameworks give you no approval system, no audit trail, no cost tracking. Autonomous means uncontrolled.

Laudagi is the answer

An agent runtime you self-host, with a real execution engine, tool security, approval flows, and full cost visibility. Not a wrapper — an operating system for AI agents.

HOW IT WORKS

What Happens When You Run a Task

Every agent run follows a transparent execution loop. Here's what a typical run looks like.

Mission: "Research competitors and draft a summary report"
1
Plan
Agent breaks task into sub-steps using LLM reasoning
2
Execute Tools
Web scraper, search API, file system — real tool calls
3
Reason & Iterate
LLM evaluates results, retries on failure, adjusts approach
4
Deliver Result
Output saved to file, memory updated, session logged
Tools Used web_search, scraper, file_write
Duration 1m 47s
Token Cost $0.08
Status Completed

Every run is logged with full tool traces, token usage, and cost breakdown. Nothing is hidden.

CAPABILITIES

What You Actually Get

Not promises — shipped infrastructure. These are the systems running inside Laudagi right now.

Agent Runtime Engine
Session → Run → LLM → Tool Loop → Result. Agents plan, execute tools, and iterate until the task is done. Persistent sessions across runs.
Multi-Agent Teams
Coordinate multiple agents on complex missions with DAG-based task orchestration. Assign roles, share context, and parallelize work.
Real Tool Execution
Agents run code, browse the web, edit files, call APIs, and manage databases. 100+ tool packs available. Not simulated — real actions.
Hybrid Memory Engine
Vector + keyword hybrid search for long-term memory. Agents retain context across sessions. Knowledge persists and improves retrieval over time.
Multi-Channel Execution
Connect agents to WhatsApp, Telegram, Slack, Discord, Email, or your own API. One agent runtime, any channel.
Self-Hosted & Private
Your data never leaves your infrastructure. Bring your own API keys. No cloud dependency, no vendor lock-in, full sovereignty.
TRUST & SAFETY

You Stay in Control

Autonomous doesn't mean uncontrolled. Every action is tracked, auditable, and governed.

Tool Audit Engine

Every tool call is logged with inputs, outputs, duration, and cost. Full execution trace for every run.

Approval System

Dangerous or high-impact actions require human approval before execution. You set the rules.

Cost Tracking

Per-run token usage and cost breakdown. Set budgets per agent. No surprise bills — you pay only for LLM API usage.

Execution Logs

Full session history with tool traces, LLM reasoning steps, and error recovery paths. Debug any run after the fact.

SYSTEM ARCHITECTURE

How the System Fits Together

A layered runtime designed for reliable agent execution — not a wrapper around an LLM API.

Control UI
Dashboard & Chat
Gateway
WebSocket RPC
Agent Runtime
LLM + Tool Loop
Tools
100+ Skill Packs
Memory
Vector + Keyword
Model Agnostic — Bring Your Own Keys
GPT-4o Claude 4 Gemini DeepSeek Llama Mistral Local Models OpenRouter
DIFFERENTIATION

Why Laudagi Is Different

Not another wrapper. Not another SaaS. A fundamentally different approach.

Not SaaS Runs on your server

Deploy with Docker. Your data stays on your machine. No cloud account needed.

Not a chatbot Executes real tasks

Agents use tools to take actions: run code, browse the web, manage files, call APIs.

Not a wrapper Full agent runtime

Complete orchestration engine with sessions, runs, memory, tool security, and mission DAGs.

Not a black box Full transparency

Every tool call audited. Every token tracked. Every decision logged. Open source.

USE CASES

What People Build With Laudagi

Real workflows, not theoretical demos. These are the kinds of tasks agents handle.

DevOps Automation
Deploy code, monitor infrastructure, triage incidents. Agents execute shell commands, manage CI/CD, and alert on failures.
Research & Analysis
Search the web, scrape data, synthesize findings into reports. Multi-step research with source tracking and citations.
Content Generation
Draft blog posts, social media content, and marketing copy. Multi-agent teams for research, writing, and editing.
Customer Support
Handle inbound messages across channels. Agents triage, respond, and escalate complex issues to humans when needed.
PRICING

Cost Transparency

No platform fees. No per-seat pricing. You pay only for LLM API usage.

Laudagi Platform
$0
Free & open source. Self-host on your own infrastructure.
LLM API Costs
Pay-as-you-go
Use your own API keys. Track cost per run, per agent, per mission. Set budgets.
Infrastructure
Your choice
Run on a $5/mo VPS, a home server, or your company's cloud. Docker is all you need.
GET STARTED

Running in 3 Steps

From zero to running agents in under 5 minutes. No sign-up required.

1

Deploy

Clone the repo and start with Docker Compose.

git clone https://github.com/openclaw/openclaw.git
cd openclaw
docker compose up -d
2

Configure

Add your LLM API keys and set up your first agent in the dashboard.

Open http://localhost:3000
Settings → Add API Key
Agents → Create Agent
3

Run Your First Mission

Give your agent a task and watch it plan, execute, and deliver results.

"Research the top 5 competitors in our space
and write a summary report"

Stop Talking to AI.
Start Running It.

Self-hosted. Open source. Model agnostic. Full control.
Deploy Laudagi and run your first autonomous agent today.

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