Detailed Introduction
VM0 is a natural-language-first agent runtime and orchestration platform that lets teams build complex workflows by writing intent instead of drawing canvases. Each run is treated as a stateful agent session with session persistence, checkpoints, and replayability for easier debugging and iterative improvement. The platform also provides multi-model routing so you can choose different language models as execution backends.
Main Features
- Natural-language driven agent configuration that avoids canvas and node editing.
- Session persistence and checkpoints to restore, fork, and replay execution traces.
- Observability and debugging with live logs, metrics, and tool call tracing.
- Multi-model routing that can select Claude, GPT, Gemini, or custom models at runtime.
Use Cases
VM0 fits scenarios where high-level business logic is expressed in natural language and automated, such as research information gathering, codebase management and automation, marketing campaign orchestration, and internal productivity agents. It is particularly helpful for teams that want to rapidly prototype and iterate agent strategies.
Technical Features
The platform treats agents as first-class citizens, providing persistent session semantics and replayable checkpoints while emphasizing observability and auditability. The runtime supports stateful agents rather than one-shot container processes, enabling long-lived memory and tool calling. Integration is provided via standardized MCP/tool interfaces plus CLI and SDKs for engineering deployments.