[{"data":1,"prerenderedAt":1213},["ShallowReactive",2],{"navigation":3,"\u002Fget-started\u002Fuse-cases\u002Fmulti-device-control":733,"\u002Fget-started\u002Fuse-cases\u002Fmulti-device-control-surround":1208},[4,80,134,347,411,513,550,629],{"title":5,"path":6,"stem":7,"children":8,"page":42},"Get Started","\u002Fget-started","01.get-started",[9,13,17,43,47],{"title":10,"path":11,"stem":12},"Welcome to UniteLabs","\u002Fget-started\u002Fwelcome","01.get-started\u002F00.welcome",{"title":14,"path":15,"stem":16},"How it works","\u002Fget-started\u002Fhow-it-works","01.get-started\u002F01.how-it-works",{"title":18,"path":19,"stem":20,"children":21,"page":42},"Use Cases","\u002Fget-started\u002Fuse-cases","01.get-started\u002F02.use-cases",[22,26,30,34,38],{"title":23,"path":24,"stem":25},"Instrument Control","\u002Fget-started\u002Fuse-cases\u002Flow-level-instrument-control","01.get-started\u002F02.use-cases\u002F10.low-level-instrument-control",{"title":27,"path":28,"stem":29},"Multi-device Control","\u002Fget-started\u002Fuse-cases\u002Fmulti-device-control","01.get-started\u002F02.use-cases\u002F20.multi-device-control",{"title":31,"path":32,"stem":33},"Workflow Orchestration","\u002Fget-started\u002Fuse-cases\u002Fworkflow-orchestration","01.get-started\u002F02.use-cases\u002F30.workflow-orchestration",{"title":35,"path":36,"stem":37},"Custom Apps and LIMS Integration","\u002Fget-started\u002Fuse-cases\u002Fcustom-apps-lims","01.get-started\u002F02.use-cases\u002F40.custom-apps-lims",{"title":39,"path":40,"stem":41},"Scale and Fleet Management","\u002Fget-started\u002Fuse-cases\u002Fscale-and-fleet","01.get-started\u002F02.use-cases\u002F50.scale-and-fleet",false,{"title":44,"path":45,"stem":46},"Lab as Code","\u002Fget-started\u002Fwhy-code","01.get-started\u002F03.why-code",{"title":48,"path":49,"stem":50,"children":51,"page":42},"Setup","\u002Fget-started\u002Fsetup","01.get-started\u002F20.setup",[52,56,60,64,68,72,76],{"title":53,"path":54,"stem":55},"GroundControl","\u002Fget-started\u002Fsetup\u002Fgroundcontrol","01.get-started\u002F20.setup\u002F10.groundcontrol",{"title":57,"path":58,"stem":59},"Network requirements","\u002Fget-started\u002Fsetup\u002Fnetwork-requirements","01.get-started\u002F20.setup\u002F20.network-requirements",{"title":61,"path":62,"stem":63},"Multi-device Networking","\u002Fget-started\u002Fsetup\u002Fmultiple-devices","01.get-started\u002F20.setup\u002F30.multiple-devices",{"title":65,"path":66,"stem":67},"Connect to Platform","\u002Fget-started\u002Fsetup\u002Fconnect-to-platform","01.get-started\u002F20.setup\u002F40.connect-to-platform",{"title":69,"path":70,"stem":71},"Headless install","\u002Fget-started\u002Fsetup\u002Fheadless-install","01.get-started\u002F20.setup\u002F50.headless-install",{"title":73,"path":74,"stem":75},"Raspberry Pi","\u002Fget-started\u002Fsetup\u002Fraspberry-pi","01.get-started\u002F20.setup\u002F55.raspberry-pi",{"title":77,"path":78,"stem":79},"Installation","\u002Fget-started\u002Fsetup\u002Fsdk-installation","01.get-started\u002F20.setup\u002F60.sdk-installation",{"title":81,"path":82,"stem":83,"children":84,"page":42},"Integrate","\u002Fintegrate","02.integrate",[85,89,93,118],{"title":86,"path":87,"stem":88},"What is a connector?","\u002Fintegrate\u002Fwhat-is-a-connector","02.integrate\u002F00.what-is-a-connector",{"title":90,"path":91,"stem":92},"Calling a Connector","\u002Fintegrate\u002Fcontrol-with-code","02.integrate\u002F05.control-with-code",{"title":94,"path":95,"stem":96,"children":97,"page":42},"Concepts","\u002Fintegrate\u002Fconcepts","02.integrate\u002F10.concepts",[98,102,106,110,114],{"title":99,"path":100,"stem":101},"Connector","\u002Fintegrate\u002Fconcepts\u002Fconnector","02.integrate\u002F10.concepts\u002F10.connector",{"title":103,"path":104,"stem":105},"Module","\u002Fintegrate\u002Fconcepts\u002Fmodule","02.integrate\u002F10.concepts\u002F20.module",{"title":107,"path":108,"stem":109},"Action","\u002Fintegrate\u002Fconcepts\u002Faction","02.integrate\u002F10.concepts\u002F30.action",{"title":111,"path":112,"stem":113},"Subscription","\u002Fintegrate\u002Fconcepts\u002Fsubscription","02.integrate\u002F10.concepts\u002F40.subscription",{"title":115,"path":116,"stem":117},"Device","\u002Fintegrate\u002Fconcepts\u002Fdevice","02.integrate\u002F10.concepts\u002F50.device",{"title":119,"path":120,"stem":121,"children":122,"page":42},"Use a connector","\u002Fintegrate\u002Fuse-a-connector","02.integrate\u002F30.use-a-connector",[123,126,130],{"title":53,"path":124,"stem":125},"\u002Fintegrate\u002Fuse-a-connector\u002Fgroundcontrol","02.integrate\u002F30.use-a-connector\u002F10.groundcontrol",{"title":127,"path":128,"stem":129},"Platform","\u002Fintegrate\u002Fuse-a-connector\u002Fplatform","02.integrate\u002F30.use-a-connector\u002F20.platform",{"title":131,"path":132,"stem":133},"UniteLabs SDK & REST API","\u002Fintegrate\u002Fuse-a-connector\u002Fpython","02.integrate\u002F30.use-a-connector\u002F30.python",{"title":135,"path":136,"stem":137,"children":138,"page":42},"Operate","\u002Foperate","03.operate",[139,142,146,186,259],{"title":135,"path":140,"stem":141},"\u002Foperate\u002Foverview","03.operate\u002F00.overview",{"title":143,"path":144,"stem":145},"Your First Protocol","\u002Foperate\u002Fyour-first-protocol","03.operate\u002F05.your-first-protocol",{"title":94,"path":147,"stem":148,"children":149,"page":42},"\u002Foperate\u002Fconcepts","03.operate\u002F10.concepts",[150,154,158,162,166,170,174,178,182],{"title":151,"path":152,"stem":153},"Liquid Handling","\u002Foperate\u002Fconcepts\u002Fliquid-handling","03.operate\u002F10.concepts\u002F10.liquid-handling",{"title":155,"path":156,"stem":157},"Modules","\u002Foperate\u002Fconcepts\u002Fmodules","03.operate\u002F10.concepts\u002F20.modules",{"title":159,"path":160,"stem":161},"Deck","\u002Foperate\u002Fconcepts\u002Fdeck","03.operate\u002F10.concepts\u002F30.deck",{"title":163,"path":164,"stem":165},"Labware","\u002Foperate\u002Fconcepts\u002Flabware","03.operate\u002F10.concepts\u002F40.labware",{"title":167,"path":168,"stem":169},"Liquids","\u002Foperate\u002Fconcepts\u002Fliquids","03.operate\u002F10.concepts\u002F50.liquids",{"title":171,"path":172,"stem":173},"Liquid Classes","\u002Foperate\u002Fconcepts\u002Fliquid-classes","03.operate\u002F10.concepts\u002F60.liquid-classes",{"title":175,"path":176,"stem":177},"Tips and Tip Tracking","\u002Foperate\u002Fconcepts\u002Ftips","03.operate\u002F10.concepts\u002F70.tips",{"title":179,"path":180,"stem":181},"Simulation","\u002Foperate\u002Fconcepts\u002Fsimulation","03.operate\u002F10.concepts\u002F80.simulation",{"title":183,"path":184,"stem":185},"Error Handling","\u002Foperate\u002Fconcepts\u002Ferror-handling","03.operate\u002F10.concepts\u002F90.error-handling",{"title":187,"path":188,"stem":189,"children":190,"page":42},"Guides","\u002Foperate\u002Fguides","03.operate\u002F20.guides",[191,220,232,256],{"title":163,"path":192,"stem":193,"children":194},"\u002Foperate\u002Fguides\u002Flabware","03.operate\u002F20.guides\u002F10.labware\u002Findex",[195,196,200,204,208,212,216],{"title":163,"path":192,"stem":193},{"title":197,"path":198,"stem":199},"Standard Labware","\u002Foperate\u002Fguides\u002Flabware\u002Fstandard-labware","03.operate\u002F20.guides\u002F10.labware\u002F05.standard-labware",{"title":201,"path":202,"stem":203},"Plates","\u002Foperate\u002Fguides\u002Flabware\u002Fplates","03.operate\u002F20.guides\u002F10.labware\u002F10.plates",{"title":205,"path":206,"stem":207},"Tips and Tip Racks","\u002Foperate\u002Fguides\u002Flabware\u002Ftips-and-racks","03.operate\u002F20.guides\u002F10.labware\u002F20.tips-and-racks",{"title":209,"path":210,"stem":211},"Tubes and Tube Racks","\u002Foperate\u002Fguides\u002Flabware\u002Ftubes-and-tube-racks","03.operate\u002F20.guides\u002F10.labware\u002F30.tubes-and-tube-racks",{"title":213,"path":214,"stem":215},"Troughs","\u002Foperate\u002Fguides\u002Flabware\u002Ftroughs","03.operate\u002F20.guides\u002F10.labware\u002F35.troughs",{"title":217,"path":218,"stem":219},"Carriers and Adapters","\u002Foperate\u002Fguides\u002Flabware\u002Fcarriers-and-adapters","03.operate\u002F20.guides\u002F10.labware\u002F40.carriers-and-adapters",{"title":159,"path":221,"stem":222,"children":223,"page":42},"\u002Foperate\u002Fguides\u002Fdeck","03.operate\u002F20.guides\u002F20.deck",[224,228],{"title":225,"path":226,"stem":227},"Building a Deck","\u002Foperate\u002Fguides\u002Fdeck\u002Fbuilding-a-deck","03.operate\u002F20.guides\u002F20.deck\u002F10.building-a-deck",{"title":229,"path":230,"stem":231},"Save\u002FLoad a Deck","\u002Foperate\u002Fguides\u002Fdeck\u002Fsave-load-deck","03.operate\u002F20.guides\u002F20.deck\u002F20.save-load-deck",{"title":233,"path":234,"stem":235,"children":236,"page":42},"Pipetting","\u002Foperate\u002Fguides\u002Fpipetting","03.operate\u002F20.guides\u002F30.pipetting",[237,241,245,249,252],{"title":238,"path":239,"stem":240},"Basic Pipetting","\u002Foperate\u002Fguides\u002Fpipetting\u002Fbasic-pipetting","03.operate\u002F20.guides\u002F30.pipetting\u002F10.basic-pipetting",{"title":242,"path":243,"stem":244},"Advanced Pipetting","\u002Foperate\u002Fguides\u002Fpipetting\u002Fadvanced-pipetting","03.operate\u002F20.guides\u002F30.pipetting\u002F20.advanced-pipetting",{"title":246,"path":247,"stem":248},"Tip Handling","\u002Foperate\u002Fguides\u002Fpipetting\u002Ftip-handling","03.operate\u002F20.guides\u002F30.pipetting\u002F30.tip-handling",{"title":171,"path":250,"stem":251},"\u002Foperate\u002Fguides\u002Fpipetting\u002Fliquid-classes","03.operate\u002F20.guides\u002F30.pipetting\u002F40.liquid-classes",{"title":253,"path":254,"stem":255},"Labware Transport","\u002Foperate\u002Fguides\u002Fpipetting\u002Flabware-transport","03.operate\u002F20.guides\u002F30.pipetting\u002F50.labware-transport",{"title":179,"path":257,"stem":258},"\u002Foperate\u002Fguides\u002Fsimulation","03.operate\u002F20.guides\u002F40.simulation",{"title":260,"path":261,"stem":262,"children":263,"page":42},"Liquid Handler Guides","\u002Foperate\u002Fdevices","03.operate\u002F30.devices",[264,305,330],{"title":265,"path":266,"stem":267,"children":268,"page":42},"Hamilton STAR","\u002Foperate\u002Fdevices\u002Fhamilton-star","03.operate\u002F30.devices\u002F10.hamilton-star",[269,273,277,281,285,289,293,297,301],{"title":270,"path":271,"stem":272},"Positioning & Movement","\u002Foperate\u002Fdevices\u002Fhamilton-star\u002Fpositioning","03.operate\u002F30.devices\u002F10.hamilton-star\u002F10.positioning",{"title":274,"path":275,"stem":276},"Gripper Module","\u002Foperate\u002Fdevices\u002Fhamilton-star\u002Fcore-gripper","03.operate\u002F30.devices\u002F10.hamilton-star\u002F20.core-gripper",{"title":278,"path":279,"stem":280},"iSWAP Module","\u002Foperate\u002Fdevices\u002Fhamilton-star\u002Fiswap","03.operate\u002F30.devices\u002F10.hamilton-star\u002F30.iswap",{"title":282,"path":283,"stem":284},"Using TADM","\u002Foperate\u002Fdevices\u002Fhamilton-star\u002Ftadm","03.operate\u002F30.devices\u002F10.hamilton-star\u002F40.tadm",{"title":286,"path":287,"stem":288},"Autoload Module","\u002Foperate\u002Fdevices\u002Fhamilton-star\u002Fautoload","03.operate\u002F30.devices\u002F10.hamilton-star\u002F50.autoload",{"title":290,"path":291,"stem":292},"Waste Block","\u002Foperate\u002Fdevices\u002Fhamilton-star\u002Fwaste-block","03.operate\u002F30.devices\u002F10.hamilton-star\u002F60.waste-block",{"title":294,"path":295,"stem":296},"Complex Mixing","\u002Foperate\u002Fdevices\u002Fhamilton-star\u002Fcomplex-mixing","03.operate\u002F30.devices\u002F10.hamilton-star\u002F66.complex-mixing",{"title":298,"path":299,"stem":300},"Teaching Gripper Paddle Positions","\u002Foperate\u002Fdevices\u002Fhamilton-star\u002Fgripper-positions","03.operate\u002F30.devices\u002F10.hamilton-star\u002F70.gripper-positions",{"title":302,"path":303,"stem":304},"Training a Custom Deck Position With the iSWAP","\u002Foperate\u002Fdevices\u002Fhamilton-star\u002Fcustom-deck-position","03.operate\u002F30.devices\u002F10.hamilton-star\u002F75.custom-deck-position",{"title":306,"path":307,"stem":308,"children":309,"page":42},"Hamilton Vantage","\u002Foperate\u002Fdevices\u002Fhamilton-vantage","03.operate\u002F30.devices\u002F20.hamilton-vantage",[310,314,318,322,326],{"title":311,"path":312,"stem":313},"Waste Configuration","\u002Foperate\u002Fdevices\u002Fhamilton-vantage\u002Fwaste-configuration","03.operate\u002F30.devices\u002F20.hamilton-vantage\u002F05.waste-configuration",{"title":315,"path":316,"stem":317},"Covers and Lights","\u002Foperate\u002Fdevices\u002Fhamilton-vantage\u002Fcovers-and-lights","03.operate\u002F30.devices\u002F20.hamilton-vantage\u002F10.covers-and-lights",{"title":319,"path":320,"stem":321},"IDL Module","\u002Foperate\u002Fdevices\u002Fhamilton-vantage\u002Fidl","03.operate\u002F30.devices\u002F20.hamilton-vantage\u002F20.idl",{"title":323,"path":324,"stem":325},"IPG Module","\u002Foperate\u002Fdevices\u002Fhamilton-vantage\u002Fipg","03.operate\u002F30.devices\u002F20.hamilton-vantage\u002F30.ipg",{"title":327,"path":328,"stem":329},"XL Pipettes","\u002Foperate\u002Fdevices\u002Fhamilton-vantage\u002Fxl-channels","03.operate\u002F30.devices\u002F20.hamilton-vantage\u002F40.xl-channels",{"title":331,"path":332,"stem":333,"children":334,"page":42},"Agilent Bravo","\u002Foperate\u002Fdevices\u002Fagilent-bravo","03.operate\u002F30.devices\u002F30.agilent-bravo",[335,338,341,344],{"title":246,"path":336,"stem":337},"\u002Foperate\u002Fdevices\u002Fagilent-bravo\u002Ftip-handling","03.operate\u002F30.devices\u002F30.agilent-bravo\u002F10.tip-handling",{"title":238,"path":339,"stem":340},"\u002Foperate\u002Fdevices\u002Fagilent-bravo\u002Fbasic-pipetting","03.operate\u002F30.devices\u002F30.agilent-bravo\u002F20.basic-pipetting",{"title":171,"path":342,"stem":343},"\u002Foperate\u002Fdevices\u002Fagilent-bravo\u002Fliquid-classes","03.operate\u002F30.devices\u002F30.agilent-bravo\u002F25.liquid-classes",{"title":274,"path":345,"stem":346},"\u002Foperate\u002Fdevices\u002Fagilent-bravo\u002Fusing-the-gripper","03.operate\u002F30.devices\u002F30.agilent-bravo\u002F30.using-the-gripper",{"title":348,"path":349,"stem":350,"children":351,"page":42},"Device Guides","\u002Fdevice-guides","06.device-guides",[352,355,368,385,398],{"title":348,"path":353,"stem":354},"\u002Fdevice-guides\u002Foverview","06.device-guides\u002F00.overview",{"title":356,"path":357,"stem":358,"children":359,"page":42},"Incubation","\u002Fdevice-guides\u002Fincubation","06.device-guides\u002F20.incubation",[360,364],{"title":361,"path":362,"stem":363},"Inheco ODTC","\u002Fdevice-guides\u002Fincubation\u002Finheco-odtc","06.device-guides\u002F20.incubation\u002F10.inheco-odtc",{"title":365,"path":366,"stem":367},"Inheco SCILA","\u002Fdevice-guides\u002Fincubation\u002Finheco-scila","06.device-guides\u002F20.incubation\u002F20.inheco-scila",{"title":369,"path":370,"stem":371,"children":372,"page":42},"Heater-Shakers","\u002Fdevice-guides\u002Fheater-shakers","06.device-guides\u002F30.heater-shakers",[373,377,381],{"title":374,"path":375,"stem":376},"Inheco Thermoshake","\u002Fdevice-guides\u002Fheater-shakers\u002Finheco-thermoshake","06.device-guides\u002F30.heater-shakers\u002F10.inheco-thermoshake",{"title":378,"path":379,"stem":380},"QInstruments Bioshake","\u002Fdevice-guides\u002Fheater-shakers\u002Fqinstruments-bioshake","06.device-guides\u002F30.heater-shakers\u002F20.qinstruments-bioshake",{"title":382,"path":383,"stem":384},"QInstruments ColdPlate","\u002Fdevice-guides\u002Fheater-shakers\u002Fqinstruments-coldplate","06.device-guides\u002F30.heater-shakers\u002F30.qinstruments-coldplate",{"title":386,"path":387,"stem":388,"children":389,"page":42},"Readers","\u002Fdevice-guides\u002Freaders","06.device-guides\u002F40.readers",[390,394],{"title":391,"path":392,"stem":393},"Biotek Gen5","\u002Fdevice-guides\u002Freaders\u002Fbiotek-gen5","06.device-guides\u002F40.readers\u002F10.biotek-gen5",{"title":395,"path":396,"stem":397},"Biotek Synergy H1","\u002Fdevice-guides\u002Freaders\u002Fbiotek-synergy-h1","06.device-guides\u002F40.readers\u002F20.biotek-synergy-H1",{"title":399,"path":400,"stem":401,"children":402,"page":42},"Tilt & Turn","\u002Fdevice-guides\u002Ftilt-and-turn","06.device-guides\u002F50.tilt-and-turn",[403,407],{"title":404,"path":405,"stem":406},"TurnStation","\u002Fdevice-guides\u002Ftilt-and-turn\u002Fqinstruments-turnstation","06.device-guides\u002F50.tilt-and-turn\u002F10.qinstruments-turnstation",{"title":408,"path":409,"stem":410},"TiltStation","\u002Fdevice-guides\u002Ftilt-and-turn\u002Fqinstruments-tiltstation","06.device-guides\u002F50.tilt-and-turn\u002F20.qinstruments-tiltstation",{"title":412,"path":413,"stem":414,"children":415,"page":42},"Automate","\u002Fautomate","07.automate",[416,420,424,428,477],{"title":417,"path":418,"stem":419},"What is a workflow?","\u002Fautomate\u002Fwhat-is-a-workflow","07.automate\u002F00.what-is-a-workflow",{"title":421,"path":422,"stem":423},"Workflow template","\u002Fautomate\u002Fworkflow-template","07.automate\u002F05.workflow-template",{"title":425,"path":426,"stem":427},"Your First Workflow","\u002Fautomate\u002Fyour-first-workflow","07.automate\u002F08.your-first-workflow",{"title":94,"pages":429,"path":439,"stem":440,"children":441,"page":42},[430,431,432,433,434,435,436,437,438],"workflow","phase","step","runs","input","artifacts","logs","human-in-the-loop","error-handling","\u002Fautomate\u002Fconcepts","07.automate\u002F10.concepts",[442,446,450,454,458,462,466,470,474],{"title":443,"path":444,"stem":445},"Workflow","\u002Fautomate\u002Fconcepts\u002Fworkflow","07.automate\u002F10.concepts\u002F10.workflow",{"title":447,"path":448,"stem":449},"Phase","\u002Fautomate\u002Fconcepts\u002Fphase","07.automate\u002F10.concepts\u002F20.phase",{"title":451,"path":452,"stem":453},"Step","\u002Fautomate\u002Fconcepts\u002Fstep","07.automate\u002F10.concepts\u002F30.step",{"title":455,"path":456,"stem":457},"Runs","\u002Fautomate\u002Fconcepts\u002Fruns","07.automate\u002F10.concepts\u002F40.runs",{"title":459,"path":460,"stem":461},"Input","\u002Fautomate\u002Fconcepts\u002Finput","07.automate\u002F10.concepts\u002F50.input",{"title":463,"path":464,"stem":465},"Artifacts","\u002Fautomate\u002Fconcepts\u002Fartifacts","07.automate\u002F10.concepts\u002F60.artifacts",{"title":467,"path":468,"stem":469},"Logs","\u002Fautomate\u002Fconcepts\u002Flogs","07.automate\u002F10.concepts\u002F70.logs",{"title":471,"path":472,"stem":473},"Human in the Loop","\u002Fautomate\u002Fconcepts\u002Fhuman-in-the-loop","07.automate\u002F10.concepts\u002F80.human-in-the-loop",{"title":183,"path":475,"stem":476},"\u002Fautomate\u002Fconcepts\u002Ferror-handling","07.automate\u002F10.concepts\u002F90.error-handling",{"title":187,"path":478,"stem":479,"children":480,"page":42},"\u002Fautomate\u002Fguides","07.automate\u002F25.guides",[481,485,489,493,497,501,505,509],{"title":482,"path":483,"stem":484},"Deploy a workflow","\u002Fautomate\u002Fguides\u002Fdeploy-a-workflow","07.automate\u002F25.guides\u002F30.deploy-a-workflow",{"title":486,"path":487,"stem":488},"Run a workflow","\u002Fautomate\u002Fguides\u002Frun-a-workflow","07.automate\u002F25.guides\u002F35.run-a-workflow",{"title":490,"path":491,"stem":492},"CI\u002FCD for workflows","\u002Fautomate\u002Fguides\u002Fcicd-for-workflows","07.automate\u002F25.guides\u002F40.cicd-for-workflows",{"title":494,"path":495,"stem":496},"HITL basics","\u002Fautomate\u002Fguides\u002Fbasic-hitl","07.automate\u002F25.guides\u002F50.basic-hitl",{"title":498,"path":499,"stem":500},"Typed operator inputs","\u002Fautomate\u002Fguides\u002Ftyped-operator-inputs","07.automate\u002F25.guides\u002F55.typed-operator-inputs",{"title":502,"path":503,"stem":504},"Error recovery","\u002Fautomate\u002Fguides\u002Fbasic-error-handling","07.automate\u002F25.guides\u002F60.basic-error-handling",{"title":506,"path":507,"stem":508},"Advanced error handling","\u002Fautomate\u002Fguides\u002Fadvanced-error-handling","07.automate\u002F25.guides\u002F70.advanced-error-handling",{"title":510,"path":511,"stem":512},"Workflows REST API","\u002Fautomate\u002Fguides\u002Fworkflows-api","07.automate\u002F25.guides\u002F80.workflows-api",{"title":514,"path":515,"stem":516,"children":517,"page":42},"Observe","\u002Fobserve","08.observe",[518,522,538],{"title":519,"path":520,"stem":521},"Overview","\u002Fobserve\u002Foverview","08.observe\u002F10.overview",{"title":94,"path":523,"stem":524,"children":525,"page":42},"\u002Fobserve\u002Fconcepts","08.observe\u002F20.concepts",[526,530,534],{"title":527,"path":528,"stem":529},"Object Storage","\u002Fobserve\u002Fconcepts\u002Fstorage","08.observe\u002F20.concepts\u002F10.storage",{"title":531,"path":532,"stem":533},"Secrets","\u002Fobserve\u002Fconcepts\u002Fsecrets","08.observe\u002F20.concepts\u002F20.secrets",{"title":535,"path":536,"stem":537},"Data sources","\u002Fobserve\u002Fconcepts\u002Fdata-sources","08.observe\u002F20.concepts\u002F30.data-sources",{"title":187,"path":539,"stem":540,"children":541,"page":42},"\u002Fobserve\u002Fguides","08.observe\u002F30.guides",[542,546],{"title":543,"path":544,"stem":545},"File System Connector","\u002Fobserve\u002Fguides\u002Ffilesystem-connector","08.observe\u002F30.guides\u002F10.filesystem-connector",{"title":547,"path":548,"stem":549},"Building an ETL","\u002Fobserve\u002Fguides\u002Fbuilding-an-etl","08.observe\u002F30.guides\u002F20.building-an-etl",{"title":551,"path":552,"stem":553,"children":554,"page":42},"Technical Reference","\u002Ftechnical-reference","10.technical-reference",[555,559,563,575,586,597,607,618],{"title":556,"path":557,"stem":558},"Introduction","\u002Ftechnical-reference\u002Fplatform-blueprint","10.technical-reference\u002F00.platform-blueprint",{"title":560,"path":561,"stem":562},"REST API","\u002Ftechnical-reference\u002Frest-api","10.technical-reference\u002F01.rest-api",{"title":53,"path":564,"stem":565,"children":566,"page":42},"\u002Ftechnical-reference\u002Fgroundcontrol","10.technical-reference\u002F10.groundcontrol",[567,571],{"title":568,"path":569,"stem":570},"Install & Setup","\u002Ftechnical-reference\u002Fgroundcontrol\u002Finstall","10.technical-reference\u002F10.groundcontrol\u002F10.install",{"title":572,"path":573,"stem":574},"Changelog","\u002Ftechnical-reference\u002Fgroundcontrol\u002Fchangelog","10.technical-reference\u002F10.groundcontrol\u002F20.changelog",{"title":576,"path":577,"stem":578,"children":579,"page":42},"UniteLabs SDK","\u002Ftechnical-reference\u002Fpython-sdk","10.technical-reference\u002F20.python-sdk",[580,583],{"title":568,"path":581,"stem":582},"\u002Ftechnical-reference\u002Fpython-sdk\u002Finstall","10.technical-reference\u002F20.python-sdk\u002F10.install",{"title":572,"path":584,"stem":585},"\u002Ftechnical-reference\u002Fpython-sdk\u002Fchangelog","10.technical-reference\u002F20.python-sdk\u002F20.changelog",{"title":587,"path":588,"stem":589,"children":590,"page":42},"Liquid Handling SDK","\u002Ftechnical-reference\u002Fpython-liquid-handling-sdk","10.technical-reference\u002F30.python-liquid-handling-sdk",[591,594],{"title":568,"path":592,"stem":593},"\u002Ftechnical-reference\u002Fpython-liquid-handling-sdk\u002Finstall","10.technical-reference\u002F30.python-liquid-handling-sdk\u002F10.install",{"title":572,"path":595,"stem":596},"\u002Ftechnical-reference\u002Fpython-liquid-handling-sdk\u002Fchangelog","10.technical-reference\u002F30.python-liquid-handling-sdk\u002F20.changelog",{"title":163,"path":598,"stem":599,"children":600,"page":42},"\u002Ftechnical-reference\u002Flabware","10.technical-reference\u002F40.labware",[601,604],{"title":568,"path":602,"stem":603},"\u002Ftechnical-reference\u002Flabware\u002Finstall","10.technical-reference\u002F40.labware\u002F10.install",{"title":572,"path":605,"stem":606},"\u002Ftechnical-reference\u002Flabware\u002Fchangelog","10.technical-reference\u002F40.labware\u002F20.changelog",{"title":608,"path":609,"stem":610,"children":611,"page":42},"Python Omnibus","\u002Ftechnical-reference\u002Fpython-omnibus","10.technical-reference\u002F50.python-omnibus",[612,615],{"title":568,"path":613,"stem":614},"\u002Ftechnical-reference\u002Fpython-omnibus\u002Finstall","10.technical-reference\u002F50.python-omnibus\u002F10.install",{"title":572,"path":616,"stem":617},"\u002Ftechnical-reference\u002Fpython-omnibus\u002Fchangelog","10.technical-reference\u002F50.python-omnibus\u002F20.changelog",{"title":619,"path":620,"stem":621,"children":622,"page":42},"Python CDK","\u002Ftechnical-reference\u002Fpython-cdk","10.technical-reference\u002F60.python-cdk",[623,626],{"title":568,"path":624,"stem":625},"\u002Ftechnical-reference\u002Fpython-cdk\u002Finstall","10.technical-reference\u002F60.python-cdk\u002F10.install",{"title":572,"path":627,"stem":628},"\u002Ftechnical-reference\u002Fpython-cdk\u002Fchangelog","10.technical-reference\u002F60.python-cdk\u002F20.changelog",{"title":630,"path":631,"stem":632,"children":633},"Connector Development (CDK)","\u002Fconnector-development","20.connector-development",[634,636,655,688,696,727],{"title":630,"path":631,"stem":635},"20.connector-development\u002Findex",{"title":637,"path":638,"stem":639,"children":640,"page":42},"Getting Started","\u002Fconnector-development\u002Fgetting-started","20.connector-development\u002F10.getting-started",[641,644,648,651],{"title":519,"path":642,"stem":643},"\u002Fconnector-development\u002Fgetting-started\u002Foverview","20.connector-development\u002F10.getting-started\u002F10.overview",{"title":645,"path":646,"stem":647},"What's new","\u002Fconnector-development\u002Fgetting-started\u002Fwhats-new","20.connector-development\u002F10.getting-started\u002F20.whats-new",{"title":77,"path":649,"stem":650},"\u002Fconnector-development\u002Fgetting-started\u002Finstallation","20.connector-development\u002F10.getting-started\u002F30.installation",{"title":652,"path":653,"stem":654},"Contributing","\u002Fconnector-development\u002Fgetting-started\u002Fcontributing","20.connector-development\u002F10.getting-started\u002F40.contributing",{"title":656,"path":657,"stem":658,"children":659,"page":42},"Tutorial","\u002Fconnector-development\u002Ftutorial","20.connector-development\u002F20.tutorial",[660,664,668,672,676,680,684],{"title":661,"path":662,"stem":663},"Walkthrough","\u002Fconnector-development\u002Ftutorial\u002Fwalkthrough","20.connector-development\u002F20.tutorial\u002F00.walkthrough",{"title":665,"path":666,"stem":667},"SiLA Endpoints","\u002Fconnector-development\u002Ftutorial\u002Fsila-endpoints","20.connector-development\u002F20.tutorial\u002F10.sila-endpoints",{"title":669,"path":670,"stem":671},"Data Endpoints","\u002Fconnector-development\u002Ftutorial\u002Fdata-endpoints","20.connector-development\u002F20.tutorial\u002F20.data-endpoints",{"title":673,"path":674,"stem":675},"Controls","\u002Fconnector-development\u002Ftutorial\u002Fcontrols","20.connector-development\u002F20.tutorial\u002F30.controls",{"title":677,"path":678,"stem":679},"SiLA Data Types","\u002Fconnector-development\u002Ftutorial\u002Fdata-types","20.connector-development\u002F20.tutorial\u002F40.data-types",{"title":681,"path":682,"stem":683},"Feature","\u002Fconnector-development\u002Ftutorial\u002Fconnector-structure","20.connector-development\u002F20.tutorial\u002F70.connector-structure",{"title":685,"path":686,"stem":687},"Hardware Communication","\u002Fconnector-development\u002Ftutorial\u002Fhardware-communication","20.connector-development\u002F20.tutorial\u002F90.hardware-communication",{"title":94,"path":689,"stem":690,"children":691,"page":42},"\u002Fconnector-development\u002Fconcepts","20.connector-development\u002F30.concepts",[692],{"title":693,"path":694,"stem":695},"SiLA","\u002Fconnector-development\u002Fconcepts\u002Fsila","20.connector-development\u002F30.concepts\u002Fsila",{"title":187,"path":697,"stem":698,"children":699,"page":42},"\u002Fconnector-development\u002Fguides","20.connector-development\u002F40.guides",[700,704,708,712,716,719,723],{"title":701,"path":702,"stem":703},"Configuration","\u002Fconnector-development\u002Fguides\u002Fconfiguration","20.connector-development\u002F40.guides\u002F20.configuration",{"title":705,"path":706,"stem":707},"Deployment","\u002Fconnector-development\u002Fguides\u002Fdeployment","20.connector-development\u002F40.guides\u002F30.deployment",{"title":709,"path":710,"stem":711},"Security","\u002Fconnector-development\u002Fguides\u002Fsecurity","20.connector-development\u002F40.guides\u002F40.security",{"title":713,"path":714,"stem":715},"Subscriptions","\u002Fconnector-development\u002Fguides\u002Fsubscriptions","20.connector-development\u002F40.guides\u002F45.subscriptions",{"title":183,"path":717,"stem":718},"\u002Fconnector-development\u002Fguides\u002Ferror-handling","20.connector-development\u002F40.guides\u002F50.error-handling",{"title":720,"path":721,"stem":722},"Serial Troubleshooting","\u002Fconnector-development\u002Fguides\u002Fserial-troubleshooting","20.connector-development\u002F40.guides\u002F70.serial-troubleshooting",{"title":724,"path":725,"stem":726},"Testing","\u002Fconnector-development\u002Fguides\u002Ftesting","20.connector-development\u002F40.guides\u002F80.testing",{"title":728,"path":729,"stem":730,"children":731},"References","\u002Fconnector-development\u002Freference","20.connector-development\u002F50.reference\u002Findex",[732],{"title":728,"path":729,"stem":730},{"id":734,"title":27,"body":735,"description":1202,"extension":1203,"links":1204,"meta":1205,"navigation":838,"path":28,"seo":1206,"stem":29,"__hash__":1207},"docs\u002F01.get-started\u002F02.use-cases\u002F20.multi-device-control.md",{"type":736,"value":737,"toc":1196},"minimark",[738,742,745,750,783,786,789,1139,1142,1146,1149,1160,1167,1171,1192],[739,740,741],"p",{},"Real experiments rarely involve a single instrument. A typical assay might require a liquid handler, a thermocycler, a plate reader, and a shaker — each from different vendors, each with its own software. Coordinating them usually means manual handoffs, rigid schedules, or brittle point-to-point integrations.",[739,743,744],{},"UniteLabs gives every instrument a uniform Python interface. Coordinating five devices looks the same as coordinating one.",[746,747,749],"h2",{"id":748},"what-this-unlocks","What this unlocks",[751,752,753,761,771,777],"ul",{},[754,755,756,760],"li",{},[757,758,759],"strong",{},"Unified API across vendors",": the same Python patterns regardless of instrument brand",[754,762,763,766,767],{},[757,764,765],{},"Concurrent execution",": run multiple instruments in parallel with ",[768,769,770],"code",{},"asyncio.gather",[754,772,773,776],{},[757,774,775],{},"One workflow per workcell",": a single Python project coordinates your entire setup",[754,778,779,782],{},[757,780,781],{},"Consistent observability",": logging, status, and error handling work the same across all devices",[746,784,14],{"id":785},"how-it-works",[739,787,788],{},"Each connected instrument becomes a Python object. You can call them sequentially or concurrently — the SDK is fully async. A sync client is also available if you prefer.",[790,791,797],"pre",{"className":792,"code":793,"filename":794,"language":795,"meta":796,"style":796},"language-python shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","import asyncio\nfrom unitelabs.sdk import AsyncApiClient\n\nasync def main():\n    client = AsyncApiClient()\n\n    # Connect to each instrument by name\n    liquid_handler = await client.get_service_by_name(\"Hamilton STAR\")\n    thermocycler   = await client.get_service_by_name(\"Thermocycler\")\n    plate_reader   = await client.get_service_by_name(\"Plate Reader\")\n\n    # Sequential steps\n    await liquid_handler.iswap.transfer(source=plate_1, destination=thermocycler[0])\n\n    # Parallel steps — start thermocycler and open a plate reader stage at the same time\n    await asyncio.gather(\n        thermocycler.temperature_controller.set_target_temperature(target_temperature=37),\n        plate_reader.stage_controller.open(),\n    )\n\nasyncio.run(main())\n","workcell.py","python","",[768,798,799,812,833,840,857,872,877,884,917,944,971,976,982,1034,1039,1045,1061,1090,1109,1115,1120],{"__ignoreMap":796},[800,801,804,808],"span",{"class":802,"line":803},"line",1,[800,805,807],{"class":806},"s7zQu","import",[800,809,811],{"class":810},"sTEyZ"," asyncio\n",[800,813,815,818,821,825,828,830],{"class":802,"line":814},2,[800,816,817],{"class":806},"from",[800,819,820],{"class":810}," unitelabs",[800,822,824],{"class":823},"sMK4o",".",[800,826,827],{"class":810},"sdk ",[800,829,807],{"class":806},[800,831,832],{"class":810}," AsyncApiClient\n",[800,834,836],{"class":802,"line":835},3,[800,837,839],{"emptyLinePlaceholder":838},true,"\n",[800,841,843,847,850,854],{"class":802,"line":842},4,[800,844,846],{"class":845},"spNyl","async",[800,848,849],{"class":845}," def",[800,851,853],{"class":852},"s2Zo4"," main",[800,855,856],{"class":823},"():\n",[800,858,860,863,866,869],{"class":802,"line":859},5,[800,861,862],{"class":810},"    client ",[800,864,865],{"class":823},"=",[800,867,868],{"class":852}," AsyncApiClient",[800,870,871],{"class":823},"()\n",[800,873,875],{"class":802,"line":874},6,[800,876,839],{"emptyLinePlaceholder":838},[800,878,880],{"class":802,"line":879},7,[800,881,883],{"class":882},"sHwdD","    # Connect to each instrument by name\n",[800,885,887,890,892,895,898,900,903,906,909,912,914],{"class":802,"line":886},8,[800,888,889],{"class":810},"    liquid_handler ",[800,891,865],{"class":823},[800,893,894],{"class":806}," await",[800,896,897],{"class":810}," client",[800,899,824],{"class":823},[800,901,902],{"class":852},"get_service_by_name",[800,904,905],{"class":823},"(",[800,907,908],{"class":823},"\"",[800,910,265],{"class":911},"sfazB",[800,913,908],{"class":823},[800,915,916],{"class":823},")\n",[800,918,920,923,925,927,929,931,933,935,937,940,942],{"class":802,"line":919},9,[800,921,922],{"class":810},"    thermocycler   ",[800,924,865],{"class":823},[800,926,894],{"class":806},[800,928,897],{"class":810},[800,930,824],{"class":823},[800,932,902],{"class":852},[800,934,905],{"class":823},[800,936,908],{"class":823},[800,938,939],{"class":911},"Thermocycler",[800,941,908],{"class":823},[800,943,916],{"class":823},[800,945,947,950,952,954,956,958,960,962,964,967,969],{"class":802,"line":946},10,[800,948,949],{"class":810},"    plate_reader   ",[800,951,865],{"class":823},[800,953,894],{"class":806},[800,955,897],{"class":810},[800,957,824],{"class":823},[800,959,902],{"class":852},[800,961,905],{"class":823},[800,963,908],{"class":823},[800,965,966],{"class":911},"Plate Reader",[800,968,908],{"class":823},[800,970,916],{"class":823},[800,972,974],{"class":802,"line":973},11,[800,975,839],{"emptyLinePlaceholder":838},[800,977,979],{"class":802,"line":978},12,[800,980,981],{"class":882},"    # Sequential steps\n",[800,983,985,988,991,993,997,999,1002,1004,1008,1010,1013,1016,1019,1021,1024,1027,1031],{"class":802,"line":984},13,[800,986,987],{"class":806},"    await",[800,989,990],{"class":810}," liquid_handler",[800,992,824],{"class":823},[800,994,996],{"class":995},"swJcz","iswap",[800,998,824],{"class":823},[800,1000,1001],{"class":852},"transfer",[800,1003,905],{"class":823},[800,1005,1007],{"class":1006},"sHdIc","source",[800,1009,865],{"class":823},[800,1011,1012],{"class":852},"plate_1",[800,1014,1015],{"class":823},",",[800,1017,1018],{"class":1006}," destination",[800,1020,865],{"class":823},[800,1022,1023],{"class":852},"thermocycler",[800,1025,1026],{"class":823},"[",[800,1028,1030],{"class":1029},"sbssI","0",[800,1032,1033],{"class":823},"])\n",[800,1035,1037],{"class":802,"line":1036},14,[800,1038,839],{"emptyLinePlaceholder":838},[800,1040,1042],{"class":802,"line":1041},15,[800,1043,1044],{"class":882},"    # Parallel steps — start thermocycler and open a plate reader stage at the same time\n",[800,1046,1048,1050,1053,1055,1058],{"class":802,"line":1047},16,[800,1049,987],{"class":806},[800,1051,1052],{"class":810}," asyncio",[800,1054,824],{"class":823},[800,1056,1057],{"class":852},"gather",[800,1059,1060],{"class":823},"(\n",[800,1062,1064,1067,1069,1072,1074,1077,1079,1082,1084,1087],{"class":802,"line":1063},17,[800,1065,1066],{"class":852},"        thermocycler",[800,1068,824],{"class":823},[800,1070,1071],{"class":995},"temperature_controller",[800,1073,824],{"class":823},[800,1075,1076],{"class":852},"set_target_temperature",[800,1078,905],{"class":823},[800,1080,1081],{"class":1006},"target_temperature",[800,1083,865],{"class":823},[800,1085,1086],{"class":1029},"37",[800,1088,1089],{"class":823},"),\n",[800,1091,1093,1096,1098,1101,1103,1106],{"class":802,"line":1092},18,[800,1094,1095],{"class":852},"        plate_reader",[800,1097,824],{"class":823},[800,1099,1100],{"class":995},"stage_controller",[800,1102,824],{"class":823},[800,1104,1105],{"class":852},"open",[800,1107,1108],{"class":823},"(),\n",[800,1110,1112],{"class":802,"line":1111},19,[800,1113,1114],{"class":823},"    )\n",[800,1116,1118],{"class":802,"line":1117},20,[800,1119,839],{"emptyLinePlaceholder":838},[800,1121,1123,1126,1128,1131,1133,1136],{"class":802,"line":1122},21,[800,1124,1125],{"class":810},"asyncio",[800,1127,824],{"class":823},[800,1129,1130],{"class":852},"run",[800,1132,905],{"class":823},[800,1134,1135],{"class":852},"main",[800,1137,1138],{"class":823},"())\n",[739,1140,1141],{},"Because all devices share the same connectivity layer, you get consistent error handling, logging, and observability across your whole workcell — not just per instrument.",[746,1143,1145],{"id":1144},"when-to-use-this","When to use this",[739,1147,1148],{},"Multi-device control is the right approach when:",[751,1150,1151,1154,1157],{},[754,1152,1153],{},"Your protocol involves handoffs between two or more instruments",[754,1155,1156],{},"You want to run instruments in parallel to reduce cycle time",[754,1158,1159],{},"You're replacing a scheduler or manual coordination with code",[739,1161,1162,1163,824],{},"For fully reproducible, tracked runs with versioned inputs and outputs, see ",[1164,1165,31],"a",{"href":1166},"\u002Fget-started\u002Fuse-cases\u002Fworkflow-orchestration\u002F",[746,1168,1170],{"id":1169},"next-steps","Next steps",[751,1172,1173,1179,1186],{},[754,1174,1175],{},[1164,1176,1178],{"href":1177},"\u002Fget-started\u002Fsetup\u002Fsdk-installation\u002F","Set up your environment",[754,1180,1181,1185],{},[1164,1182,1184],{"href":1183},"\u002Fdevice-guides\u002Foverview\u002F","Device guides",": instrument-specific code patterns",[754,1187,1188],{},[1164,1189,1191],{"href":1190},"\u002Foperate\u002Fconcepts\u002Ferror-handling\u002F","Error handling and recovery",[1193,1194,1195],"style",{},"html pre.shiki code .s7zQu, html code.shiki .s7zQu{--shiki-light:#39ADB5;--shiki-light-font-style:italic;--shiki-default:#89DDFF;--shiki-default-font-style:italic;--shiki-dark:#89DDFF;--shiki-dark-font-style:italic}html pre.shiki code .sTEyZ, html code.shiki .sTEyZ{--shiki-light:#90A4AE;--shiki-default:#EEFFFF;--shiki-dark:#BABED8}html pre.shiki code .sMK4o, html code.shiki .sMK4o{--shiki-light:#39ADB5;--shiki-default:#89DDFF;--shiki-dark:#89DDFF}html pre.shiki code .spNyl, html code.shiki .spNyl{--shiki-light:#9C3EDA;--shiki-default:#C792EA;--shiki-dark:#C792EA}html pre.shiki code .s2Zo4, html code.shiki .s2Zo4{--shiki-light:#6182B8;--shiki-default:#82AAFF;--shiki-dark:#82AAFF}html pre.shiki code .sHwdD, html code.shiki .sHwdD{--shiki-light:#90A4AE;--shiki-light-font-style:italic;--shiki-default:#546E7A;--shiki-default-font-style:italic;--shiki-dark:#676E95;--shiki-dark-font-style:italic}html pre.shiki code .sfazB, html code.shiki .sfazB{--shiki-light:#91B859;--shiki-default:#C3E88D;--shiki-dark:#C3E88D}html pre.shiki code .swJcz, html code.shiki .swJcz{--shiki-light:#E53935;--shiki-default:#F07178;--shiki-dark:#F07178}html pre.shiki code .sHdIc, html code.shiki .sHdIc{--shiki-light:#90A4AE;--shiki-light-font-style:italic;--shiki-default:#EEFFFF;--shiki-default-font-style:italic;--shiki-dark:#BABED8;--shiki-dark-font-style:italic}html pre.shiki code .sbssI, html code.shiki .sbssI{--shiki-light:#F76D47;--shiki-default:#F78C6C;--shiki-dark:#F78C6C}html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html.light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":796,"searchDepth":803,"depth":814,"links":1197},[1198,1199,1200,1201],{"id":748,"depth":814,"text":749},{"id":785,"depth":814,"text":14},{"id":1144,"depth":814,"text":1145},{"id":1169,"depth":814,"text":1170},"Coordinate multiple lab instruments simultaneously from a single Python script.","md",null,{},{"title":27,"description":1202},"nF-Bp4tA2HEkNPw0NWNazKvrNrIoltMHJhfciv4AdZw",[1209,1211],{"title":23,"path":24,"stem":25,"description":1210},"Control individual lab instruments directly with Python — without vendor GUIs or proprietary software.",{"title":31,"path":32,"stem":33,"description":1212},"Define reproducible experiment workflows in code — versioned, testable, and deployable like any other software.",1781787497500]