Atlas AI Copilot Engine
A local-first desktop and CLI intelligence engine combining real-time screen OCR, multimodal vision, low-latency voice synthesis, and deterministic OS workflow execution.
curl -fsSL https://get.meshfront.com/atlas | sh
{
"intent": "compile_operations_report",
"vision_context": true,
"sandbox": "strict",
"timeout_ms": 2500
}
Built in the Lab. Deployed to run.
Select any product or upcoming lab module to open its full architectural portal, CLI install commands, and release specifications.
Build With AI · Lab Curriculum
Practical engineering courses teaching developers and teams how to design deterministic AI logic, build custom APIs, and ship local-first agents.
GitHub & Public Tooling
Core primitives, CLI utilities, and schema routers published by Meshfront/Lab for the engineering community.
Lab Dispatch
Engineering notes, hardware revisions, and release logs from the workshop.
Build with Meshfront/Lab.
Alongside our own flagship products like Atlas, we work with select founders and organisations to design and build complete solutions from first sketch to working result.
- Co-Build Partnership: Bring a sharp problem or product concept; we architect, build, and launch it together.
- Custom Systems: End-to-end software platforms, physical devices, and the integrations between them.
- Direct Contact: lab@meshfront.com