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Atlas

Autonomous Agents

Production-ready orchestration for autonomous agents.

Atlas dashboard illustration

Building a demo agent is easy. Building a reliable agent that handles API failures, resolves logic loops, and runs durably is what Atlas is made for.

The Friction

The Problem

AI agents in production frequently get stuck in infinite execution loops, break on external API rate limits, or lack clear step-level observability for developers to debug failures.

The Intervention

The Solution

Atlas provides a robust, stateful orchestration framework. It runs agents in isolated, resumable execution containers, providing full lineage tracing, automatic retry policies, and human-in-the-loop approvals.

Behind the Scenes

Story of the Craft

We built Atlas as our internal engine for orchestrating complex developer tasks and background automation. When our agents started managing production deployments, we realized they needed a system similar to Kubernetes for statefulness. We open-sourced Atlas so every team can ship agentic workflows with confidence.

Functional Details

Core Capabilities

Feature 01

Durable State Machines

Every agent execution step is saved statefully, enabling paused runs to resume after reboots or network drops.

Feature 02

Visual Debugger

A comprehensive developer dashboard displaying real-time execution graphs, variables, and tool calls.

Feature 03

Safe Tool Sandboxes

Runs external tools and generated code in sandboxed Docker containers to ensure host security.

Engineering Stack

Technical Architecture

TypeScript orchestration engine built with NestJS and backed by PostgreSQL for state persistence. Tool execution runs inside isolated, temporary Docker containers managed via dynamic APIs.

TypeScriptNext.jsOpenAIPostgreSQLDocker
Core Data Pipeline
Ingress / ClientTypeScript WebApp / Edge Hook
Orchestration GatewayMeros Ember Routing API
Data Store & IntelligenceVector DB & LLM Providers (OpenAI)
Validation & Outcomes

Performance Statistics

100%

Durable State

No lost execution progress across server restarts.

10x

Debugging Speed

Reduction in developer time spent fixing agent loops.

0

Sandbox Escapes

Proven security isolation under intensive testing.

Start Integration

Ready to ship Atlas to production?

Connect via our developer client console or integrate with our centralized API. Set up in less than five minutes.