From AI agent orchestration to enterprise CI/CD pipelines, Vibe Engine provides the foundational infrastructure for running untrusted code at scale.
Each sandbox runs in its own Firecracker microVM with hardware-level isolation. Sub-millisecond startup, zero blast radius. The same technology that powers AWS Lambda and Fly.io.
Pre-warmed VM pools and snapshot-based restoration ensure your sandboxes are ready in under 500ms. No waiting, no queuing — instant execution for latency-sensitive AI workflows.
Sandboxes get outbound internet access by default with configurable network policies. Install packages, call APIs, scrape websites — all within an isolated, monitored environment.
Start from pre-built images (Python 3.12, Node 20, Go 1.22, Rust, Java 21) or bring your own Dockerfile. Pin dependencies, pre-install libraries, and configure environments exactly how you need.
Scale from 1 to 10,000+ concurrent sandboxes automatically. Per-second billing, no reserved instances. Our orchestrator intelligently distributes workloads across our 6 generally available regions.
Stream stdout/stderr in real-time via WebSocket or SSE. Get line-by-line output from long-running processes, interactive debugging sessions, and AI agent execution traces.
Attach durable storage volumes to sandboxes for stateful workflows. Snapshot, restore, and share filesystems across sandbox instances with sub-second mount times.
Built-in metrics, logs, and traces for every sandbox execution. OpenTelemetry-compatible. Dashboards, alerts, and audit trails for compliance-ready enterprise deployments.
First-class integrations for LangChain, CrewAI, AutoGen, and OpenAI Assistants. Let your AI agents safely execute code, install packages, and interact with the filesystem.
A multi-layered architecture designed for security, performance, and reliability at scale.