opentrons-integration

To write an Opentrons Protocol API v2 script for serial dilution, define the metadata and run() function, load labware and pipettes, then use transfer or aspirate/dispense commands with mix-after steps to automate the liquid handling workflow safely.

Yes, you can control a thermocycler and heater-shaker in Opentrons Flex protocols by loading the respective module contexts, then executing lid/block operations for thermocyclers and specific operational steps for the heater-shaker module.

Setting up a valid Opentrons protocol requires defining metadata, specifying the apiLevel, structuring the run() function with ProtocolContext, loading labware onto the deck, and configuring pipette tip management for the InstrumentContext.

Yes, the Opentrons Protocol API v2 supports both OT-2 and Flex robots for lab automation, providing structured templates and parameter requirements for liquid handling, labware orchestration, and hardware module control across both platforms.

Opentrons liquid handling protocols often fail during simulation due to tip management errors, labware collisions, or API compatibility issues, so you should run a simulation-first workflow and perform common failure checks before execution.

The best way to structure PCR setup automation on an OT-2 robot is to use Protocol API v2 scaffolding, load the necessary labware and temperature modules, and apply transfer or distribute patterns to manage reagent dispensing across the 96-well plate.