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AI Agents That Work Where You Work

Define tasks once. Burros execute them anywhere — your server, your cloud, your edge. Fully observable, always under your control.

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From Intent to Action in Three Steps

No boilerplate. No infrastructure wiring. Just describe what you need done.

01

Define a Task

Describe your intent in plain language. Set the context: which environment, which secrets, which tools. Burros.ai handles the rest.

02

Burros Execute It

Your Docker-based workers pull the task, reason step-by-step through a ReAct loop, and use tools to get it done — right inside your environment.

03

You Stay in Control

Monitor every thought, tool call, and result in real-time. Approve sensitive operations before they run. Nothing happens behind your back.

Built on a Clean Separation of Concerns

Orchestration and execution are decoupled by design — giving you global visibility without sacrificing local control.

Corral — Control Plane

The hosted SaaS brain. Manages your agent fleet, dispatches tasks, stores telemetry, and enforces security boundaries — all from a single dashboard.

  • Task definitions & scheduling
  • Context management (secrets & env vars)
  • Fleet registration & health monitoring
  • Real-time telemetry & audit logs
  • Human-in-the-Loop approval gates

Burros — Execution Plane

Lightweight Docker workers you deploy anywhere. They pull tasks from the Corral, run them locally using a ReAct loop, and stream results back — your data never leaves your environment.

  • Runs on any Linux host or Kubernetes pod
  • ReAct loop with LLM-agnostic execution
  • Secure sandbox with scoped filesystem access
  • MCP-native skills & tool integrations
  • Persistent memory across task runs

Everything You Need to Ship Agentic Systems

Production-grade features built in from day one.

Human-in-the-Loop
Agents pause and request approval before executing sensitive operations. You decide what's safe to automate and what requires human sign-off.
Task Planning & Decomposition
Complex intents are automatically broken into parallel sub-tasks, distributed across your Burro fleet, and coordinated to completion.
Persistent Memory
Agents build context over time. Session summaries are persisted and injected into future runs, so your agents get smarter with every execution.
MCP Skills & Tools
Extend agents with any capability using the Model Context Protocol. Connect APIs, databases, internal systems, or custom tools as first-class citizens.
LLM Agnostic
Run with OpenAI, Anthropic, Gemini, or your own local models. Switch providers per task without changing your agent logic.
Secure by Default
Secrets never leave your environment. Each task runs inside a scoped context — filesystem boundaries, env vars, and trust policies enforced at runtime.

Built for Real-World Automation

From one-off investigations to continuous background intelligence.

DevSecOps

Automated Code & Security Audits

"Scan the /src directory for hardcoded credentials and open a PR with fixes."

SecurityCode ReviewScheduled
Data Engineering

Pipeline Orchestration

"Pull last night's Postgres snapshot, transform it, and push to the data warehouse."

ETLScheduledMulti-step
Infrastructure

Ops & Auto-Remediation

"Monitor server alerts and attempt auto-remediation; escalate to Slack if unresolved."

SREHITLAutonomous
Support

Intelligent Ticket Routing

"Triage incoming support tickets, draft responses, and escalate high-priority issues."

Customer SuccessNLPIntegration

What Makes Burros.ai Different

Agent frameworks are great for building logic. Burros.ai adds everything else — deployment, fleet management, observability, and Human-in-the-Loop controls — so you can focus on what your agents actually do.

OpenClaw

Open-source personal AI assistant

OpenClaw is a self-hosted, open-source personal AI assistant built for individual developers who want a local agent on their own machine. It excels at personal, single-user automation — Burros.ai is designed for the step beyond that: running agents across environments at scale.

Feature
Burros.ai
OpenClaw
Primary Focus
Multi-agent fleet orchestration
Personal AI assistant
Deployment
Docker fleet, any environment
Local install, single machine
Fleet Management
Full registry & health monitoring
Single agent, single machine
Human-in-the-Loop
Built-in approval gates & dashboard
Manual implementation
Real-time Telemetry
Live streaming to dashboard
Local logs only
Multi-tenancy
Org & corral model
Single-user by design
Data Sovereignty
Runs entirely in your infra
Fully local
Open Source
Runtime open-source
Fully open-source

6 areas where Burros.ai adds unique value

Learn more about OpenClaw
Real-Time Observability

Watch Your Agents Think

Every thought, every tool call, every result — streamed live to your dashboard. No black boxes. Full transparency into what your agents are doing and why.

Thought Traces

See the agent's reasoning before each action — understand decisions, not just outcomes.

Tool Execution Logs

Every filesystem read, API call, and shell command is logged with inputs, outputs, and timing.

Approval Checkpoints

High-trust operations pause for your review. Approve or reject directly from the dashboard.

burro · live stream
[09:14:02] INFO Syncing task feed (epoch: 1710892)
[09:14:03] INFO Executing task: "Security Audit"
[09:14:04] THOUGHT I should scan /src for hardcoded secrets. Starting with fs_read_dir.
[09:14:04] ACTION fs_read_dir {"path": "/src"}
[09:14:05] OBS 24 files found. Proceeding with grep scan.
[09:14:05] THOUGHT Searching recursively for 'password|secret|api_key' patterns.
[09:14:06] ACTION shell_exec {"cmd": "grep -r 'api_key' /src"}
[09:14:06] APPROVAL High-trust action — awaiting operator sign-off...
Paused · Pending your approval in dashboard
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$ docker run --env BURRO_TOKEN=your_token burrosai/burro:latest