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positions it can compute. Before any command, the SDK needs to know which labware exists, where it sits on the deck, and which device the deck belongs to. Every liquid handling script follows that order: labware, deck, device, commands. The script below walks it once against a simulated Hamilton STAR, so you need no hardware.",[915,919,920,921,930,931,933],{},"You need ",[922,923,929],"a",{"href":924,"rel":925,"target":928},"https:\u002F\u002Fdocs.astral.sh\u002Fuv\u002F",[926,927],"nofollow","noopener","_blank","uv"," and access to the UniteLabs package registry (see ",[922,932,34],{"href":35},"). Then create a project:",[935,936,941],"pre",{"className":937,"code":938,"language":939,"meta":940,"style":940},"language-bash shiki shiki-themes github-light-high-contrast github-light-high-contrast github-dark-default","uv init first-transfer && cd first-transfer\nuv add unitelabs-labware unitelabs-liquid-handling\n","bash","",[942,943,944,970],"code",{"__ignoreMap":940},[945,946,949,952,956,959,963,967],"span",{"class":947,"line":948},"line",1,[945,950,929],{"class":951},"sNqAu",[945,953,955],{"class":954},"sCx38"," init",[945,957,958],{"class":954}," first-transfer",[945,960,962],{"class":961},"sc-9e"," && ",[945,964,966],{"class":965},"sOiAX","cd",[945,968,969],{"class":954}," first-transfer\n",[945,971,973,975,978,981],{"class":947,"line":972},2,[945,974,929],{"class":951},[945,976,977],{"class":954}," add",[945,979,980],{"class":954}," unitelabs-labware",[945,982,983],{"class":954}," unitelabs-liquid-handling\n",[935,985,990],{"className":986,"code":987,"filename":988,"language":989,"meta":940,"style":940},"language-python shiki shiki-themes github-light-high-contrast github-light-high-contrast github-dark-default","import asyncio\n\nfrom unitelabs.labware import PredefinedLiquids, Standard96Plate, StandardTrough\nfrom unitelabs.labware.hamilton import (\n    PLT_CAR_L5MD_A00,\n    TIP_CAR_480_A00,\n    HamiltonTip_300,\n    HamiltonTipRack_300,\n    LiquidClass,\n)\nfrom unitelabs.liquid_handling.testing import MicrolabSTARMock\n\n\nasync def main():\n    # 1. Labware: every object the robot will touch, with a stable identifier\n    plate = Standard96Plate(identifier=\"destination_plate\")\n    trough = StandardTrough(identifier=\"water_source\")\n    trough.containers[0].add_liquid(PredefinedLiquids.WATER, 150_000)  # µL\n    tips = HamiltonTipRack_300(filled_with=HamiltonTip_300)\n\n    # 2. Carriers hold labware, the way they sit on the real deck\n    tip_carrier = TIP_CAR_480_A00(identifier=\"tip_carrier\")\n    plate_carrier = PLT_CAR_L5MD_A00(identifier=\"plate_carrier\")\n    tip_carrier[0] = tips\n    plate_carrier[0] = plate\n    plate_carrier[1] = trough\n\n    # 3. Device: a simulated Hamilton STAR, then its deck\n    lh = MicrolabSTARMock()\n    await lh.configure()\n    await lh.initialize()\n    lh.deck.add(tip_carrier, track=7)\n    lh.deck.add(plate_carrier, track=1)\n\n    # 4. Commands: 100 µL from the trough into column 1, eight channels at once\n    water = LiquidClass.HamiltonTip_300_Water_DispenseJet_Empty()\n    await lh.pipettes.pick_up_tips_from(channels=range(8), rack=tips)\n    try:\n        await lh.pipettes.aspirate(\n            source=trough, channels=range(8), volume=100, liquid_class=water\n        )\n        await lh.pipettes.dispense(\n            target=plate[\"A1\":\"H1\"],\n            channels=range(8),\n            volume=100,\n            liquid_class=water,\n        )\n    finally:\n        # 5. Safe state: drop the tips even if a command failed\n        await lh.pipettes.discard_tips(channels=range(8))\n\n    # The simulator tracked every volume\n    print(\"Trough:\", trough.containers[0].volume, \"µL\")\n    print(\"A1:\", plate[\"A1\"].container.volume, \"µL\")\n\n\nasyncio.run(main())\n","transfer.py","python",[942,991,992,1001,1007,1021,1034,1043,1051,1057,1063,1069,1075,1088,1093,1098,1114,1121,1143,1163,1190,1209,1214,1220,1240,1260,1276,1291,1306,1311,1317,1328,1337,1345,1361,1375,1380,1386,1397,1430,1439,1448,1489,1495,1503,1526,1543,1555,1566,1571,1579,1585,1606,1611,1617,1641,1663,1668,1673],{"__ignoreMap":940},[945,993,994,998],{"class":947,"line":948},[945,995,997],{"class":996},"sxkbv","import",[945,999,1000],{"class":961}," asyncio\n",[945,1002,1003],{"class":947,"line":972},[945,1004,1006],{"emptyLinePlaceholder":1005},true,"\n",[945,1008,1010,1013,1016,1018],{"class":947,"line":1009},3,[945,1011,1012],{"class":996},"from",[945,1014,1015],{"class":961}," unitelabs.labware ",[945,1017,997],{"class":996},[945,1019,1020],{"class":961}," PredefinedLiquids, Standard96Plate, StandardTrough\n",[945,1022,1024,1026,1029,1031],{"class":947,"line":1023},4,[945,1025,1012],{"class":996},[945,1027,1028],{"class":961}," unitelabs.labware.hamilton ",[945,1030,997],{"class":996},[945,1032,1033],{"class":961}," (\n",[945,1035,1037,1040],{"class":947,"line":1036},5,[945,1038,1039],{"class":965},"    PLT_CAR_L5MD_A00",[945,1041,1042],{"class":961},",\n",[945,1044,1046,1049],{"class":947,"line":1045},6,[945,1047,1048],{"class":965},"    TIP_CAR_480_A00",[945,1050,1042],{"class":961},[945,1052,1054],{"class":947,"line":1053},7,[945,1055,1056],{"class":961},"    HamiltonTip_300,\n",[945,1058,1060],{"class":947,"line":1059},8,[945,1061,1062],{"class":961},"    HamiltonTipRack_300,\n",[945,1064,1066],{"class":947,"line":1065},9,[945,1067,1068],{"class":961},"    LiquidClass,\n",[945,1070,1072],{"class":947,"line":1071},10,[945,1073,1074],{"class":961},")\n",[945,1076,1078,1080,1083,1085],{"class":947,"line":1077},11,[945,1079,1012],{"class":996},[945,1081,1082],{"class":961}," unitelabs.liquid_handling.testing ",[945,1084,997],{"class":996},[945,1086,1087],{"class":961}," MicrolabSTARMock\n",[945,1089,1091],{"class":947,"line":1090},12,[945,1092,1006],{"emptyLinePlaceholder":1005},[945,1094,1096],{"class":947,"line":1095},13,[945,1097,1006],{"emptyLinePlaceholder":1005},[945,1099,1101,1104,1107,1111],{"class":947,"line":1100},14,[945,1102,1103],{"class":996},"async",[945,1105,1106],{"class":996}," def",[945,1108,1110],{"class":1109},"s4qFZ"," main",[945,1112,1113],{"class":961},"():\n",[945,1115,1117],{"class":947,"line":1116},15,[945,1118,1120],{"class":1119},"sIsDC","    # 1. Labware: every object the robot will touch, with a stable identifier\n",[945,1122,1124,1127,1130,1133,1136,1138,1141],{"class":947,"line":1123},16,[945,1125,1126],{"class":961},"    plate ",[945,1128,1129],{"class":996},"=",[945,1131,1132],{"class":961}," Standard96Plate(",[945,1134,1135],{"class":951},"identifier",[945,1137,1129],{"class":996},[945,1139,1140],{"class":954},"\"destination_plate\"",[945,1142,1074],{"class":961},[945,1144,1146,1149,1151,1154,1156,1158,1161],{"class":947,"line":1145},17,[945,1147,1148],{"class":961},"    trough ",[945,1150,1129],{"class":996},[945,1152,1153],{"class":961}," StandardTrough(",[945,1155,1135],{"class":951},[945,1157,1129],{"class":996},[945,1159,1160],{"class":954},"\"water_source\"",[945,1162,1074],{"class":961},[945,1164,1166,1169,1172,1175,1178,1181,1184,1187],{"class":947,"line":1165},18,[945,1167,1168],{"class":961},"    trough.containers[",[945,1170,1171],{"class":965},"0",[945,1173,1174],{"class":961},"].add_liquid(PredefinedLiquids.",[945,1176,1177],{"class":965},"WATER",[945,1179,1180],{"class":961},", ",[945,1182,1183],{"class":965},"150_000",[945,1185,1186],{"class":961},")  ",[945,1188,1189],{"class":1119},"# µL\n",[945,1191,1193,1196,1198,1201,1204,1206],{"class":947,"line":1192},19,[945,1194,1195],{"class":961},"    tips ",[945,1197,1129],{"class":996},[945,1199,1200],{"class":961}," HamiltonTipRack_300(",[945,1202,1203],{"class":951},"filled_with",[945,1205,1129],{"class":996},[945,1207,1208],{"class":961},"HamiltonTip_300)\n",[945,1210,1212],{"class":947,"line":1211},20,[945,1213,1006],{"emptyLinePlaceholder":1005},[945,1215,1217],{"class":947,"line":1216},21,[945,1218,1219],{"class":1119},"    # 2. Carriers hold labware, the way they sit on the real deck\n",[945,1221,1223,1226,1228,1231,1233,1235,1238],{"class":947,"line":1222},22,[945,1224,1225],{"class":961},"    tip_carrier ",[945,1227,1129],{"class":996},[945,1229,1230],{"class":961}," TIP_CAR_480_A00(",[945,1232,1135],{"class":951},[945,1234,1129],{"class":996},[945,1236,1237],{"class":954},"\"tip_carrier\"",[945,1239,1074],{"class":961},[945,1241,1243,1246,1248,1251,1253,1255,1258],{"class":947,"line":1242},23,[945,1244,1245],{"class":961},"    plate_carrier ",[945,1247,1129],{"class":996},[945,1249,1250],{"class":961}," PLT_CAR_L5MD_A00(",[945,1252,1135],{"class":951},[945,1254,1129],{"class":996},[945,1256,1257],{"class":954},"\"plate_carrier\"",[945,1259,1074],{"class":961},[945,1261,1263,1266,1268,1271,1273],{"class":947,"line":1262},24,[945,1264,1265],{"class":961},"    tip_carrier[",[945,1267,1171],{"class":965},[945,1269,1270],{"class":961},"] ",[945,1272,1129],{"class":996},[945,1274,1275],{"class":961}," tips\n",[945,1277,1279,1282,1284,1286,1288],{"class":947,"line":1278},25,[945,1280,1281],{"class":961},"    plate_carrier[",[945,1283,1171],{"class":965},[945,1285,1270],{"class":961},[945,1287,1129],{"class":996},[945,1289,1290],{"class":961}," plate\n",[945,1292,1294,1296,1299,1301,1303],{"class":947,"line":1293},26,[945,1295,1281],{"class":961},[945,1297,1298],{"class":965},"1",[945,1300,1270],{"class":961},[945,1302,1129],{"class":996},[945,1304,1305],{"class":961}," trough\n",[945,1307,1309],{"class":947,"line":1308},27,[945,1310,1006],{"emptyLinePlaceholder":1005},[945,1312,1314],{"class":947,"line":1313},28,[945,1315,1316],{"class":1119},"    # 3. Device: a simulated Hamilton STAR, then its deck\n",[945,1318,1320,1323,1325],{"class":947,"line":1319},29,[945,1321,1322],{"class":961},"    lh ",[945,1324,1129],{"class":996},[945,1326,1327],{"class":961}," MicrolabSTARMock()\n",[945,1329,1331,1334],{"class":947,"line":1330},30,[945,1332,1333],{"class":996},"    await",[945,1335,1336],{"class":961}," lh.configure()\n",[945,1338,1340,1342],{"class":947,"line":1339},31,[945,1341,1333],{"class":996},[945,1343,1344],{"class":961}," lh.initialize()\n",[945,1346,1348,1351,1354,1356,1359],{"class":947,"line":1347},32,[945,1349,1350],{"class":961},"    lh.deck.add(tip_carrier, ",[945,1352,1353],{"class":951},"track",[945,1355,1129],{"class":996},[945,1357,1358],{"class":965},"7",[945,1360,1074],{"class":961},[945,1362,1364,1367,1369,1371,1373],{"class":947,"line":1363},33,[945,1365,1366],{"class":961},"    lh.deck.add(plate_carrier, ",[945,1368,1353],{"class":951},[945,1370,1129],{"class":996},[945,1372,1298],{"class":965},[945,1374,1074],{"class":961},[945,1376,1378],{"class":947,"line":1377},34,[945,1379,1006],{"emptyLinePlaceholder":1005},[945,1381,1383],{"class":947,"line":1382},35,[945,1384,1385],{"class":1119},"    # 4. Commands: 100 µL from the trough into column 1, eight channels at once\n",[945,1387,1389,1392,1394],{"class":947,"line":1388},36,[945,1390,1391],{"class":961},"    water ",[945,1393,1129],{"class":996},[945,1395,1396],{"class":961}," LiquidClass.HamiltonTip_300_Water_DispenseJet_Empty()\n",[945,1398,1400,1402,1405,1408,1410,1413,1416,1419,1422,1425,1427],{"class":947,"line":1399},37,[945,1401,1333],{"class":996},[945,1403,1404],{"class":961}," lh.pipettes.pick_up_tips_from(",[945,1406,1407],{"class":951},"channels",[945,1409,1129],{"class":996},[945,1411,1412],{"class":965},"range",[945,1414,1415],{"class":961},"(",[945,1417,1418],{"class":965},"8",[945,1420,1421],{"class":961},"), ",[945,1423,1424],{"class":951},"rack",[945,1426,1129],{"class":996},[945,1428,1429],{"class":961},"tips)\n",[945,1431,1433,1436],{"class":947,"line":1432},38,[945,1434,1435],{"class":996},"    try",[945,1437,1438],{"class":961},":\n",[945,1440,1442,1445],{"class":947,"line":1441},39,[945,1443,1444],{"class":996},"        await",[945,1446,1447],{"class":961}," lh.pipettes.aspirate(\n",[945,1449,1451,1454,1456,1459,1461,1463,1465,1467,1469,1471,1474,1476,1479,1481,1484,1486],{"class":947,"line":1450},40,[945,1452,1453],{"class":951},"            source",[945,1455,1129],{"class":996},[945,1457,1458],{"class":961},"trough, ",[945,1460,1407],{"class":951},[945,1462,1129],{"class":996},[945,1464,1412],{"class":965},[945,1466,1415],{"class":961},[945,1468,1418],{"class":965},[945,1470,1421],{"class":961},[945,1472,1473],{"class":951},"volume",[945,1475,1129],{"class":996},[945,1477,1478],{"class":965},"100",[945,1480,1180],{"class":961},[945,1482,1483],{"class":951},"liquid_class",[945,1485,1129],{"class":996},[945,1487,1488],{"class":961},"water\n",[945,1490,1492],{"class":947,"line":1491},41,[945,1493,1494],{"class":961},"        )\n",[945,1496,1498,1500],{"class":947,"line":1497},42,[945,1499,1444],{"class":996},[945,1501,1502],{"class":961}," lh.pipettes.dispense(\n",[945,1504,1506,1509,1511,1514,1517,1520,1523],{"class":947,"line":1505},43,[945,1507,1508],{"class":951},"            target",[945,1510,1129],{"class":996},[945,1512,1513],{"class":961},"plate[",[945,1515,1516],{"class":954},"\"A1\"",[945,1518,1519],{"class":961},":",[945,1521,1522],{"class":954},"\"H1\"",[945,1524,1525],{"class":961},"],\n",[945,1527,1529,1532,1534,1536,1538,1540],{"class":947,"line":1528},44,[945,1530,1531],{"class":951},"            channels",[945,1533,1129],{"class":996},[945,1535,1412],{"class":965},[945,1537,1415],{"class":961},[945,1539,1418],{"class":965},[945,1541,1542],{"class":961},"),\n",[945,1544,1546,1549,1551,1553],{"class":947,"line":1545},45,[945,1547,1548],{"class":951},"            volume",[945,1550,1129],{"class":996},[945,1552,1478],{"class":965},[945,1554,1042],{"class":961},[945,1556,1558,1561,1563],{"class":947,"line":1557},46,[945,1559,1560],{"class":951},"            liquid_class",[945,1562,1129],{"class":996},[945,1564,1565],{"class":961},"water,\n",[945,1567,1569],{"class":947,"line":1568},47,[945,1570,1494],{"class":961},[945,1572,1574,1577],{"class":947,"line":1573},48,[945,1575,1576],{"class":996},"    finally",[945,1578,1438],{"class":961},[945,1580,1582],{"class":947,"line":1581},49,[945,1583,1584],{"class":1119},"        # 5. Safe state: drop the tips even if a command failed\n",[945,1586,1588,1590,1593,1595,1597,1599,1601,1603],{"class":947,"line":1587},50,[945,1589,1444],{"class":996},[945,1591,1592],{"class":961}," lh.pipettes.discard_tips(",[945,1594,1407],{"class":951},[945,1596,1129],{"class":996},[945,1598,1412],{"class":965},[945,1600,1415],{"class":961},[945,1602,1418],{"class":965},[945,1604,1605],{"class":961},"))\n",[945,1607,1609],{"class":947,"line":1608},51,[945,1610,1006],{"emptyLinePlaceholder":1005},[945,1612,1614],{"class":947,"line":1613},52,[945,1615,1616],{"class":1119},"    # The simulator tracked every volume\n",[945,1618,1620,1623,1625,1628,1631,1633,1636,1639],{"class":947,"line":1619},53,[945,1621,1622],{"class":965},"    print",[945,1624,1415],{"class":961},[945,1626,1627],{"class":954},"\"Trough:\"",[945,1629,1630],{"class":961},", trough.containers[",[945,1632,1171],{"class":965},[945,1634,1635],{"class":961},"].volume, ",[945,1637,1638],{"class":954},"\"µL\"",[945,1640,1074],{"class":961},[945,1642,1644,1646,1648,1651,1654,1656,1659,1661],{"class":947,"line":1643},54,[945,1645,1622],{"class":965},[945,1647,1415],{"class":961},[945,1649,1650],{"class":954},"\"A1:\"",[945,1652,1653],{"class":961},", plate[",[945,1655,1516],{"class":954},[945,1657,1658],{"class":961},"].container.volume, ",[945,1660,1638],{"class":954},[945,1662,1074],{"class":961},[945,1664,1666],{"class":947,"line":1665},55,[945,1667,1006],{"emptyLinePlaceholder":1005},[945,1669,1671],{"class":947,"line":1670},56,[945,1672,1006],{"emptyLinePlaceholder":1005},[945,1674,1676],{"class":947,"line":1675},57,[945,1677,1678],{"class":961},"asyncio.run(main())\n",[915,1680,1681,1682,1685,1686,1689,1690,1693],{},"Run it with ",[942,1683,1684],{},"uv run transfer.py",". It prints ",[942,1687,1688],{},"Trough: 149200 µL"," and ",[942,1691,1692],{},"A1: 100 µL",": eight channels each took 100 µL from the trough and put it into column 1. The simulator tracks every volume, so it would also catch an overfilled well or an empty trough before real samples are at stake.",[915,1695,1696],{},"Three things in the script carry over to every real one:",[1698,1699,1700,1713],"table",{},[1701,1702,1703],"thead",{},[1704,1705,1706,1710],"tr",{},[1707,1708,1709],"th",{},"Part",[1707,1711,1712],{},"Why it matters",[1714,1715,1716,1728,1736],"tbody",{},[1704,1717,1718,1722],{},[1719,1720,1721],"td",{},"Identifiers",[1719,1723,1724,1725,1727],{},"A stable ",[942,1726,1135],{}," lets you save the deck and load it again on the next run. Without one, names change every run.",[1704,1729,1730,1733],{},[1719,1731,1732],{},"The deck",[1719,1734,1735],{},"Commands find wells through the chain deck → carrier → labware → well. Place something wrongly and the simulator raises before anything moves.",[1704,1737,1738,1747],{},[1719,1739,1740,1743,1744],{},[942,1741,1742],{},"try"," \u002F ",[942,1745,1746],{},"finally",[1719,1748,1749,1750,1752],{},"A run can fail halfway. The ",[942,1751,1746],{}," block puts the robot back into a safe state, here without tips, so the next run doesn't start with tips loaded.",[915,1754,1755,1756,1759,1760,1763,1764,1689,1767,1770],{},"To run the same script on a real STAR, replace ",[942,1757,1758],{},"MicrolabSTARMock()"," with ",[942,1761,1762],{},"MicrolabSTAR(name=\"Microlab STAR\", client=AsyncApiClient())",", imported from ",[942,1765,1766],{},"unitelabs.liquid_handling.hamilton",[942,1768,1769],{},"unitelabs.sdk",". Use the name your instrument has in GroundControl.",[1772,1773,1775],"h2",{"id":1774},"next-steps","Next steps",[1777,1778,1779,1786,1792,1798],"ul",{},[1780,1781,1782,1785],"li",{},[922,1783,1784],{"href":618},"Basic pipetting",": the same transfer on a Hamilton or a Bravo, with more control over liquid classes and tips.",[1780,1787,1788,1791],{},[922,1789,1790],{"href":605},"Building a deck",": save this deck to JSON and load it in every run.",[1780,1793,1794,1797],{},[922,1795,1796],{"href":381},"Error handling",": failure patterns and a safe-state checklist.",[1780,1799,1800,1802],{},[922,1801,52],{"href":53},": turn a script like this into a workflow the platform runs and records.",[1804,1805,1806],"style",{},"html pre.shiki code .sxkbv, html code.shiki .sxkbv{--shiki-light:#A0111F;--shiki-default:#A0111F;--shiki-dark:#FF7B72}html pre.shiki code .sc-9e, html code.shiki .sc-9e{--shiki-light:#0E1116;--shiki-default:#0E1116;--shiki-dark:#E6EDF3}html pre.shiki code .sOiAX, html code.shiki .sOiAX{--shiki-light:#023B95;--shiki-default:#023B95;--shiki-dark:#79C0FF}html pre.shiki code .s4qFZ, html code.shiki .s4qFZ{--shiki-light:#622CBC;--shiki-default:#622CBC;--shiki-dark:#D2A8FF}html pre.shiki code .sIsDC, html code.shiki .sIsDC{--shiki-light:#66707B;--shiki-default:#66707B;--shiki-dark:#8B949E}html pre.shiki code .sNqAu, html code.shiki .sNqAu{--shiki-light:#702C00;--shiki-default:#702C00;--shiki-dark:#FFA657}html pre.shiki code .sCx38, html code.shiki .sCx38{--shiki-light:#032563;--shiki-default:#032563;--shiki-dark:#A5D6FF}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":940,"searchDepth":948,"depth":972,"links":1808},[1809],{"id":1774,"depth":972,"text":1775},"One simulator script that defines labware, places it on a Hamilton STAR deck, transfers 100 µL into a plate column and leaves the robot in a safe state.","md",{},"\u002Fget-started\u002Fliquid-handling-as-code",{"title":48,"description":1810},"Riqs3wILOSVk3f40skitiq0rUKtMoc9ZfhIQOCqd01M",[1817,1820],{"title":1818,"description":1819,"path":44},"Control a device with Python","One script that finds a connected QInstruments BioShake, lists what it can do, reads a value, starts heating and streams the temperature.",{"title":52,"description":1821,"path":53},"One file that defines a workflow with a phase and a step, runs it locally, and shows what the platform adds when you deploy it.",1791294167088]