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to start from a working example?"," Clone the ",[768,769,771],"a",{"href":770},"\u002Fautomate\u002Fworkflow-template\u002F","workflow template"," — three reference workflows (sanity check, HITL, real liquid handling) you can run in simulation and deploy as-is.",[760,774,775,776,778],{},"A ",[763,777,447],{}," is the top-level executable process you write to achieve a scientific outcome. It coordinates timing, logic, data flow, and physical state across one or more instruments.",[756,780,782],{"icon":781},"i-heroicons-information-circle",[760,783,784,785,789,790,793,794,797,798,800,801,803],{},"For ",[786,787,788],"code",{},"unitelabs-sdk\u003C 0.10.0",", import ",[786,791,792],{},"flow"," and ",[786,795,796],{},"task"," from Prefect instead. Use ",[786,799,792],{}," in place of both workflow and phase decorators, and ",[786,802,796],{}," as step decorators.",[805,806,808],"h2",{"id":807},"the-automation-hierarchy","The automation hierarchy",[760,810,811],{},"UniteLabs workflows are built from four nested concepts:",[813,814,815,828],"table",{},[816,817,818],"thead",{},[819,820,821,825],"tr",{},[822,823,824],"th",{},"Concept",[822,826,827],{},"Role",[829,830,831,841,850,859],"tbody",{},[819,832,833,838],{},[834,835,836],"td",{},[763,837,460],{},[834,839,840],{},"The top-level process: defines what scientific result is produced",[819,842,843,847],{},[834,844,845],{},[763,846,464],{},[834,848,849],{},"Represents a logical stage of the scientific intent: always ends in a stable, checkpoint state",[819,851,852,856],{},[834,853,854],{},[763,855,468],{},[834,857,858],{},"The smallest scientific unit operation: executes on exactly one device and is highly reusable",[819,860,861,865],{},[834,862,863],{},[763,864,107],{},[834,866,867],{},"A device endpoint, dynamically generated based on the interface - used in steps and contains no additional logic",[760,869,870,871,874],{},"Once started, a workflow creates a ",[763,872,873],{},"Run","; a single execution of a workflow. Workflows, phases and steps should be versioned with Git. To enhance reusability across workflows, we recommend creating a library of reusable phases and steps.",[805,876,878],{"id":877},"a-minimal-example","A minimal example",[880,881,887],"pre",{"className":882,"code":883,"filename":884,"language":885,"meta":886,"style":886},"language-python shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","from unitelabs.sdk import __version__ as sdk_version\nfrom unitelabs.sdk import (\n    get_logger,\n    workflow,\n)\n\n\n@workflow(\n    name=\"Hello World\",\n    retries=0,\n)\nasync def hello_world_flow(recipient_name: str = \"world\") -> None:\n    \"\"\"\n    Log a greeting and SDK version info to confirm the environment works.\n\n    Args:\n      recipient_name: Name to greet (default: \"world\").\n    \"\"\"\n\n    logger = get_logger()\n    logger.info(f\"Hello, {recipient_name}!\")\n    logger.info(f\"UniteLabs SDK: 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