pylabrobot

Lab automation for multi-device coordination is achieved through a unified Python API that scripts liquid transfer, incubation, and detection steps into reproducible workflows. Supported instruments include liquid handlers, plate readers, incubators, centrifuges, and pumps.

Protocol scripting for lab automation is the process of defining experimental workflows programmatically to ensure reproducibility. You need it when automating complex, multi-step assays that require reliable, repeatable instrument control across diverse laboratory devices.

Simulation for lab process optimization is supported natively, allowing you to test and validate automated workflows virtually. This enables protocol scripting and multi-device coordination testing without risking physical samples or equipment.

Python asyncio is a core dependency for pylabrobot, enabling concurrent and asynchronous instrument control. This facilitates multi-device coordination within your protocol scripting, ensuring synchronized operation across liquid handlers, pumps, and other connected equipment.

The best way to integrate diverse lab equipment is using a unified Python interface that abstracts hardware specifics into backend modules. This approach manages liquid handlers, plate readers, and centrifuges through a single API, streamlining complex automated procedures.

Limitations include the need for Python packages with backend modules for hardware abstraction and device-specific resources, meaning unsupported instruments lack native control. Additionally, complex multi-device coordination requires careful asynchronous programming to prevent timing conflicts.