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Endpoints","\u002Fconnector-development\u002Ftutorial\u002Fsila-endpoints\u002F","20.connector-development\u002F20.tutorial\u002F10.sila-endpoints",{"title":836,"path":837,"stem":838,"type":46,"device":6},"Data Endpoints","\u002Fconnector-development\u002Ftutorial\u002Fdata-endpoints\u002F","20.connector-development\u002F20.tutorial\u002F20.data-endpoints",{"title":840,"path":841,"stem":842,"type":46,"device":6},"Controls","\u002Fconnector-development\u002Ftutorial\u002Fcontrols\u002F","20.connector-development\u002F20.tutorial\u002F30.controls",{"title":844,"path":845,"stem":846,"type":46,"device":6},"SiLA Data Types","\u002Fconnector-development\u002Ftutorial\u002Fdata-types\u002F","20.connector-development\u002F20.tutorial\u002F40.data-types",{"title":848,"path":849,"stem":850,"type":46,"device":6},"Feature","\u002Fconnector-development\u002Ftutorial\u002Fconnector-structure\u002F","20.connector-development\u002F20.tutorial\u002F70.connector-structure",{"title":852,"path":853,"stem":854,"type":46,"device":6},"Hardware Communication","\u002Fconnector-development\u002Ftutorial\u002Fhardware-communication\u002F","20.connector-development\u002F20.tutorial\u002F90.hardware-communication",{"title":272,"type":6,"device":6,"path":856,"stem":857,"children":858,"page":41},"\u002Fconnector-development\u002Fconcepts\u002F","20.connector-development\u002F30.concepts",[859],{"title":860,"path":861,"stem":862,"type":285,"device":6},"SiLA","\u002Fconnector-development\u002Fconcepts\u002Fsila\u002F","20.connector-development\u002F30.concepts\u002Fsila",{"title":864,"path":865,"stem":866,"children":867,"page":41},"Guides","\u002Fconnector-development\u002Fguides\u002F","20.connector-development\u002F40.guides",[868,872,876,880,884,888,892,895,899],{"title":869,"path":870,"stem":871,"type":24,"device":6},"Configuration","\u002Fconnector-development\u002Fguides\u002Fconfiguration\u002F","20.connector-development\u002F40.guides\u002F20.configuration",{"title":873,"path":874,"stem":875,"type":24,"device":6},"Logging","\u002Fconnector-development\u002Fguides\u002Flogging\u002F","20.connector-development\u002F40.guides\u002F21.logging",{"title":877,"path":878,"stem":879,"type":24,"device":6},"Deployment","\u002Fconnector-development\u002Fguides\u002Fdeployment\u002F","20.connector-development\u002F40.guides\u002F30.deployment",{"title":881,"path":882,"stem":883,"type":24,"device":6},"Security","\u002Fconnector-development\u002Fguides\u002Fsecurity\u002F","20.connector-development\u002F40.guides\u002F40.security",{"title":885,"path":886,"stem":887,"type":24,"device":6},"Subscriptions","\u002Fconnector-development\u002Fguides\u002Fsubscriptions\u002F","20.connector-development\u002F40.guides\u002F45.subscriptions",{"title":889,"path":890,"stem":891,"type":24,"device":6},"Execution Modes","\u002Fconnector-development\u002Fguides\u002Fexecution-modes\u002F","20.connector-development\u002F40.guides\u002F46.execution-modes",{"title":380,"path":893,"stem":894,"type":24,"device":6},"\u002Fconnector-development\u002Fguides\u002Ferror-handling\u002F","20.connector-development\u002F40.guides\u002F50.error-handling",{"title":896,"path":897,"stem":898,"type":24,"device":6},"Serial Troubleshooting","\u002Fconnector-development\u002Fguides\u002Fserial-troubleshooting\u002F","20.connector-development\u002F40.guides\u002F70.serial-troubleshooting",{"title":900,"path":901,"stem":902,"type":24,"device":6},"Testing","\u002Fconnector-development\u002Fguides\u002Ftesting\u002F","20.connector-development\u002F40.guides\u002F80.testing",{"title":904,"path":905,"stem":906,"children":907,"type":6,"device":6},"References","\u002Fconnector-development\u002Freference\u002F","20.connector-development\u002F50.reference\u002Findex",[908],{"title":904,"path":905,"stem":906,"type":200,"device":6},{"id":910,"title":136,"body":911,"description":1766,"device":6,"extension":1767,"links":6,"meta":1768,"navigation":1033,"path":1769,"seo":1770,"stem":138,"type":24,"__hash__":1771},"docs\u002F02.how-to\u002F07.automate\u002F50.basic-hitl.md",{"type":912,"value":913,"toc":1756},"minimark",[914,923,929,947,952,958,969,976,980,987,1163,1173,1177,1180,1450,1473,1478,1484,1565,1569,1572,1588,1666,1676,1680,1689,1720,1727,1731,1752],[915,916,917,918,922],"p",{},"In this guide you will add human-in-the-loop (HITL) checkpoints to a workflow using the SDK's ",[919,920,921],"code",{},"operator_confirm()"," helper. When called, the run suspends completely — the process is idle, no resources are held — and only continues when an operator confirms via the UI or API.",[915,924,925],{},[926,927,928],"strong",{},"Prerequisites",[930,931,932,941],"ul",{},[933,934,935,936,940],"li",{},"A working workflow (see ",[937,938,939],"a",{"href":53},"Build your first workflow",")",[933,942,943,946],{},[919,944,945],{},"unitelabs-sdk[automate]"," installed",[948,949,951],"h2",{"id":950},"when-to-use-hitl","When to use HITL",[915,953,954,955,957],{},"Use ",[919,956,921],{}," when the workflow cannot safely proceed without a human action:",[930,959,960,963,966],{},[933,961,962],{},"An operator needs to physically load a plate before liquid handling begins",[933,964,965],{},"A supervisor needs to visually confirm instrument state before dispensing",[933,967,968],{},"An automatic check fails and a human needs to intervene before retrying",[915,970,971,972,975],{},"If you only need to notify someone without pausing execution, use ",[937,973,974],{"href":413},"logging"," instead.",[948,977,979],{"id":978},"pattern-1-unconditional-checkpoint","Pattern 1 — Unconditional checkpoint",[915,981,982,983,986],{},"The simplest form: pause at a fixed point and wait for an operator to confirm before continuing. The message you pass is logged with an ",[919,984,985],{},"OPERATOR ACTION REQUIRED:"," prefix and shown to the operator — make it specific and actionable.",[988,989,994],"pre",{"className":990,"code":991,"language":992,"meta":993,"style":993},"language-python shiki shiki-themes github-light-high-contrast github-light-high-contrast github-dark-default","from unitelabs.sdk import operator_confirm\nfrom unitelabs.sdk.automate import phase\n\n\n@phase(name=\"Dispense Workflow\")\nasync def dispense_flow() -> dict:\n    # ... initialization and setup ...\n\n    # Checkpoint: operator confirms before dispensing begins\n    await operator_confirm(\n        \"Confirm that plate_1 is seated at ByonoyCarrier slot 1 \"\n        \"before dispensing, then click Resume.\"\n    )\n\n    # ... dispensing logic ...\n    return {\"status\": \"success\"}\n","python","",[919,995,996,1015,1028,1035,1040,1064,1086,1093,1098,1104,1113,1119,1125,1131,1136,1142],{"__ignoreMap":993},[997,998,1001,1005,1009,1012],"span",{"class":999,"line":1000},"line",1,[997,1002,1004],{"class":1003},"sxkbv","from",[997,1006,1008],{"class":1007},"sc-9e"," unitelabs.sdk ",[997,1010,1011],{"class":1003},"import",[997,1013,1014],{"class":1007}," operator_confirm\n",[997,1016,1018,1020,1023,1025],{"class":999,"line":1017},2,[997,1019,1004],{"class":1003},[997,1021,1022],{"class":1007}," unitelabs.sdk.automate ",[997,1024,1011],{"class":1003},[997,1026,1027],{"class":1007}," phase\n",[997,1029,1031],{"class":999,"line":1030},3,[997,1032,1034],{"emptyLinePlaceholder":1033},true,"\n",[997,1036,1038],{"class":999,"line":1037},4,[997,1039,1034],{"emptyLinePlaceholder":1033},[997,1041,1043,1047,1050,1054,1057,1061],{"class":999,"line":1042},5,[997,1044,1046],{"class":1045},"s4qFZ","@phase",[997,1048,1049],{"class":1007},"(",[997,1051,1053],{"class":1052},"sNqAu","name",[997,1055,1056],{"class":1003},"=",[997,1058,1060],{"class":1059},"sCx38","\"Dispense Workflow\"",[997,1062,1063],{"class":1007},")\n",[997,1065,1067,1070,1073,1076,1079,1083],{"class":999,"line":1066},6,[997,1068,1069],{"class":1003},"async",[997,1071,1072],{"class":1003}," def",[997,1074,1075],{"class":1045}," dispense_flow",[997,1077,1078],{"class":1007},"() -> ",[997,1080,1082],{"class":1081},"sOiAX","dict",[997,1084,1085],{"class":1007},":\n",[997,1087,1089],{"class":999,"line":1088},7,[997,1090,1092],{"class":1091},"sIsDC","    # ... initialization and setup ...\n",[997,1094,1096],{"class":999,"line":1095},8,[997,1097,1034],{"emptyLinePlaceholder":1033},[997,1099,1101],{"class":999,"line":1100},9,[997,1102,1103],{"class":1091},"    # Checkpoint: operator confirms before dispensing begins\n",[997,1105,1107,1110],{"class":999,"line":1106},10,[997,1108,1109],{"class":1003},"    await",[997,1111,1112],{"class":1007}," operator_confirm(\n",[997,1114,1116],{"class":999,"line":1115},11,[997,1117,1118],{"class":1059},"        \"Confirm that plate_1 is seated at ByonoyCarrier slot 1 \"\n",[997,1120,1122],{"class":999,"line":1121},12,[997,1123,1124],{"class":1059},"        \"before dispensing, then click Resume.\"\n",[997,1126,1128],{"class":999,"line":1127},13,[997,1129,1130],{"class":1007},"    )\n",[997,1132,1134],{"class":999,"line":1133},14,[997,1135,1034],{"emptyLinePlaceholder":1033},[997,1137,1139],{"class":999,"line":1138},15,[997,1140,1141],{"class":1091},"    # ... dispensing logic ...\n",[997,1143,1145,1148,1151,1154,1157,1160],{"class":999,"line":1144},16,[997,1146,1147],{"class":1003},"    return",[997,1149,1150],{"class":1007}," {",[997,1152,1153],{"class":1059},"\"status\"",[997,1155,1156],{"class":1007},": ",[997,1158,1159],{"class":1059},"\"success\"",[997,1161,1162],{"class":1007},"}\n",[915,1164,1165,1166,1168,1169,1172],{},"When the workflow reaches ",[919,1167,921],{},", the run transitions to ",[919,1170,1171],{},"AWAITING_INPUT"," and the platform shows a confirm-and-resume control. The operator resumes it from the platform UI or via the API.",[948,1174,1176],{"id":1175},"pattern-2-conditional-pause-on-failure","Pattern 2 — Conditional pause on failure",[915,1178,1179],{},"A more powerful pattern: catch a failure, pause for the operator to fix it, then retry the failed step on resume. This is the standard approach for transient physical errors — a plate out of position, a sensor misfiring, a gripper not gripping cleanly.",[988,1181,1183],{"className":990,"code":1182,"language":992,"meta":993,"style":993},"from unitelabs.sdk import operator_confirm\nfrom unitelabs.sdk.automate import phase\n\n\nclass PlateNotDetectedError(Exception):\n    pass\n\n\nasync def detect_plate(carrier_id: str) -> dict:\n    \"\"\"Returns detection result or raises PlateNotDetectedError.\"\"\"\n    ...\n\n\n@phase(name=\"Detection with HITL Recovery\")\nasync def detection_flow(carrier_id: str) -> dict:\n    try:\n        result = await detect_plate(carrier_id=carrier_id)\n    except PlateNotDetectedError:\n        # Pause — operator physically fixes the plate and confirms; retry on resume\n        await operator_confirm(\n            f\"No plate detected at {carrier_id} slot 1. \"\n            \"Check that the plate is fully seated, then click Resume.\"\n        )\n        result = await detect_plate(carrier_id=carrier_id)\n\n    return {\"status\": \"success\", \"target_slot\": result[\"slot\"]}\n",[919,1184,1185,1195,1205,1209,1213,1229,1234,1238,1242,1264,1269,1274,1278,1282,1297,1316,1323,1345,1354,1360,1368,1388,1394,1400,1417,1422],{"__ignoreMap":993},[997,1186,1187,1189,1191,1193],{"class":999,"line":1000},[997,1188,1004],{"class":1003},[997,1190,1008],{"class":1007},[997,1192,1011],{"class":1003},[997,1194,1014],{"class":1007},[997,1196,1197,1199,1201,1203],{"class":999,"line":1017},[997,1198,1004],{"class":1003},[997,1200,1022],{"class":1007},[997,1202,1011],{"class":1003},[997,1204,1027],{"class":1007},[997,1206,1207],{"class":999,"line":1030},[997,1208,1034],{"emptyLinePlaceholder":1033},[997,1210,1211],{"class":999,"line":1037},[997,1212,1034],{"emptyLinePlaceholder":1033},[997,1214,1215,1218,1221,1223,1226],{"class":999,"line":1042},[997,1216,1217],{"class":1003},"class",[997,1219,1220],{"class":1052}," PlateNotDetectedError",[997,1222,1049],{"class":1007},[997,1224,1225],{"class":1081},"Exception",[997,1227,1228],{"class":1007},"):\n",[997,1230,1231],{"class":999,"line":1066},[997,1232,1233],{"class":1003},"    pass\n",[997,1235,1236],{"class":999,"line":1088},[997,1237,1034],{"emptyLinePlaceholder":1033},[997,1239,1240],{"class":999,"line":1095},[997,1241,1034],{"emptyLinePlaceholder":1033},[997,1243,1244,1246,1248,1251,1254,1257,1260,1262],{"class":999,"line":1100},[997,1245,1069],{"class":1003},[997,1247,1072],{"class":1003},[997,1249,1250],{"class":1045}," detect_plate",[997,1252,1253],{"class":1007},"(carrier_id: ",[997,1255,1256],{"class":1081},"str",[997,1258,1259],{"class":1007},") -> ",[997,1261,1082],{"class":1081},[997,1263,1085],{"class":1007},[997,1265,1266],{"class":999,"line":1106},[997,1267,1268],{"class":1059},"    \"\"\"Returns detection result or raises PlateNotDetectedError.\"\"\"\n",[997,1270,1271],{"class":999,"line":1115},[997,1272,1273],{"class":1081},"    ...\n",[997,1275,1276],{"class":999,"line":1121},[997,1277,1034],{"emptyLinePlaceholder":1033},[997,1279,1280],{"class":999,"line":1127},[997,1281,1034],{"emptyLinePlaceholder":1033},[997,1283,1284,1286,1288,1290,1292,1295],{"class":999,"line":1133},[997,1285,1046],{"class":1045},[997,1287,1049],{"class":1007},[997,1289,1053],{"class":1052},[997,1291,1056],{"class":1003},[997,1293,1294],{"class":1059},"\"Detection with HITL Recovery\"",[997,1296,1063],{"class":1007},[997,1298,1299,1301,1303,1306,1308,1310,1312,1314],{"class":999,"line":1138},[997,1300,1069],{"class":1003},[997,1302,1072],{"class":1003},[997,1304,1305],{"class":1045}," detection_flow",[997,1307,1253],{"class":1007},[997,1309,1256],{"class":1081},[997,1311,1259],{"class":1007},[997,1313,1082],{"class":1081},[997,1315,1085],{"class":1007},[997,1317,1318,1321],{"class":999,"line":1144},[997,1319,1320],{"class":1003},"    try",[997,1322,1085],{"class":1007},[997,1324,1326,1329,1331,1334,1337,1340,1342],{"class":999,"line":1325},17,[997,1327,1328],{"class":1007},"        result ",[997,1330,1056],{"class":1003},[997,1332,1333],{"class":1003}," await",[997,1335,1336],{"class":1007}," detect_plate(",[997,1338,1339],{"class":1052},"carrier_id",[997,1341,1056],{"class":1003},[997,1343,1344],{"class":1007},"carrier_id)\n",[997,1346,1348,1351],{"class":999,"line":1347},18,[997,1349,1350],{"class":1003},"    except",[997,1352,1353],{"class":1007}," PlateNotDetectedError:\n",[997,1355,1357],{"class":999,"line":1356},19,[997,1358,1359],{"class":1091},"        # Pause — operator physically fixes the plate and confirms; retry on resume\n",[997,1361,1363,1366],{"class":999,"line":1362},20,[997,1364,1365],{"class":1003},"        await",[997,1367,1112],{"class":1007},[997,1369,1371,1374,1377,1380,1382,1385],{"class":999,"line":1370},21,[997,1372,1373],{"class":1003},"            f",[997,1375,1376],{"class":1059},"\"No plate detected at ",[997,1378,1379],{"class":1003},"{",[997,1381,1339],{"class":1007},[997,1383,1384],{"class":1003},"}",[997,1386,1387],{"class":1059}," slot 1. \"\n",[997,1389,1391],{"class":999,"line":1390},22,[997,1392,1393],{"class":1059},"            \"Check that the plate is fully seated, then click Resume.\"\n",[997,1395,1397],{"class":999,"line":1396},23,[997,1398,1399],{"class":1007},"        )\n",[997,1401,1403,1405,1407,1409,1411,1413,1415],{"class":999,"line":1402},24,[997,1404,1328],{"class":1007},[997,1406,1056],{"class":1003},[997,1408,1333],{"class":1003},[997,1410,1336],{"class":1007},[997,1412,1339],{"class":1052},[997,1414,1056],{"class":1003},[997,1416,1344],{"class":1007},[997,1418,1420],{"class":999,"line":1419},25,[997,1421,1034],{"emptyLinePlaceholder":1033},[997,1423,1425,1427,1429,1431,1433,1435,1438,1441,1444,1447],{"class":999,"line":1424},26,[997,1426,1147],{"class":1003},[997,1428,1150],{"class":1007},[997,1430,1153],{"class":1059},[997,1432,1156],{"class":1007},[997,1434,1159],{"class":1059},[997,1436,1437],{"class":1007},", ",[997,1439,1440],{"class":1059},"\"target_slot\"",[997,1442,1443],{"class":1007},": result[",[997,1445,1446],{"class":1059},"\"slot\"",[997,1448,1449],{"class":1007},"]}\n",[1451,1452,1455],"callout",{"color":1453,"icon":1454},"warning","i-heroicons-exclamation-triangle",[915,1456,1457,1459,1460,1463,1464,1469,1470,1472],{},[919,1458,921],{}," (like the ",[919,1461,1462],{},"pause_flow_run()"," it wraps) must be called from the ",[926,1465,1466,1467],{},"top-level ",[919,1468,1046],{},", not from a ",[919,1471,1046],{}," nested inside another one. The workflow engine cannot pause from within a nested phase. If your detection logic lives in a nested phase, catch the exception at the top level before pausing.",[1474,1475,1477],"h3",{"id":1476},"chaining-multiple-checkpoints","Chaining multiple checkpoints",[915,1479,1480,1481,1483],{},"For multi-step operator interactions, call ",[919,1482,921],{}," at each checkpoint in sequence:",[988,1485,1487],{"className":990,"code":1486,"language":992,"meta":993,"style":993},"@phase(name=\"Multi-Step HITL\")\nasync def multi_step_flow() -> dict:\n    await operator_confirm(\"Step 1\u002F2: Load tip boxes and reservoir. Click Resume when ready.\")\n    await operator_confirm(\"Step 2\u002F2: Load sample plate at slot 1. Click Resume to start.\")\n\n    # ... instrument logic ...\n    return {\"status\": \"success\"}\n",[919,1488,1489,1504,1519,1531,1542,1546,1551],{"__ignoreMap":993},[997,1490,1491,1493,1495,1497,1499,1502],{"class":999,"line":1000},[997,1492,1046],{"class":1045},[997,1494,1049],{"class":1007},[997,1496,1053],{"class":1052},[997,1498,1056],{"class":1003},[997,1500,1501],{"class":1059},"\"Multi-Step HITL\"",[997,1503,1063],{"class":1007},[997,1505,1506,1508,1510,1513,1515,1517],{"class":999,"line":1017},[997,1507,1069],{"class":1003},[997,1509,1072],{"class":1003},[997,1511,1512],{"class":1045}," multi_step_flow",[997,1514,1078],{"class":1007},[997,1516,1082],{"class":1081},[997,1518,1085],{"class":1007},[997,1520,1521,1523,1526,1529],{"class":999,"line":1030},[997,1522,1109],{"class":1003},[997,1524,1525],{"class":1007}," operator_confirm(",[997,1527,1528],{"class":1059},"\"Step 1\u002F2: Load tip boxes and reservoir. Click Resume when ready.\"",[997,1530,1063],{"class":1007},[997,1532,1533,1535,1537,1540],{"class":999,"line":1037},[997,1534,1109],{"class":1003},[997,1536,1525],{"class":1007},[997,1538,1539],{"class":1059},"\"Step 2\u002F2: Load sample plate at slot 1. Click Resume to start.\"",[997,1541,1063],{"class":1007},[997,1543,1544],{"class":999,"line":1042},[997,1545,1034],{"emptyLinePlaceholder":1033},[997,1547,1548],{"class":999,"line":1066},[997,1549,1550],{"class":1091},"    # ... instrument logic ...\n",[997,1552,1553,1555,1557,1559,1561,1563],{"class":999,"line":1088},[997,1554,1147],{"class":1003},[997,1556,1150],{"class":1007},[997,1558,1153],{"class":1059},[997,1560,1156],{"class":1007},[997,1562,1159],{"class":1059},[997,1564,1162],{"class":1007},[948,1566,1568],{"id":1567},"pattern-3-resume-via-api","Pattern 3 — Resume via API",[915,1570,1571],{},"An operator does not need to be watching the platform UI. Any system that can call the API can resume a paused run.",[915,1573,1574,1576,1577,1579,1580,1583,1584,1587],{},[919,1575,921],{}," puts the run in ",[919,1578,1171],{},", so resume it by submitting the confirmation (its ",[919,1581,1582],{},"confirmed"," field defaults to ",[919,1585,1586],{},"true",") keyed by the waiting phase ID:",[988,1589,1593],{"className":1590,"code":1591,"language":1592,"meta":993,"style":993},"language-bash shiki shiki-themes github-light-high-contrast github-light-high-contrast github-dark-default","curl -X POST \"$BASE_URL\u002Fv1\u002Fruns\u002F{runId}\u002Fstatus\" \\\n  -H \"Authorization: Bearer $TOKEN\" \\\n  -H \"Content-Type: application\u002Fjson\" \\\n  -d '{\n    \"status\": \"RUNNING\",\n    \"data\": { \"phase-abc-123\": { \"confirmed\": true } }\n  }'\n","bash",[919,1594,1595,1618,1634,1643,1651,1656,1661],{"__ignoreMap":993},[997,1596,1597,1600,1603,1606,1609,1612,1615],{"class":999,"line":1000},[997,1598,1599],{"class":1052},"curl",[997,1601,1602],{"class":1081}," -X",[997,1604,1605],{"class":1059}," POST",[997,1607,1608],{"class":1059}," \"",[997,1610,1611],{"class":1007},"$BASE_URL",[997,1613,1614],{"class":1059},"\u002Fv1\u002Fruns\u002F{runId}\u002Fstatus\"",[997,1616,1617],{"class":1003}," \\\n",[997,1619,1620,1623,1626,1629,1632],{"class":999,"line":1017},[997,1621,1622],{"class":1081},"  -H",[997,1624,1625],{"class":1059}," \"Authorization: Bearer ",[997,1627,1628],{"class":1007},"$TOKEN",[997,1630,1631],{"class":1059},"\"",[997,1633,1617],{"class":1003},[997,1635,1636,1638,1641],{"class":999,"line":1030},[997,1637,1622],{"class":1081},[997,1639,1640],{"class":1059}," \"Content-Type: application\u002Fjson\"",[997,1642,1617],{"class":1003},[997,1644,1645,1648],{"class":999,"line":1037},[997,1646,1647],{"class":1081},"  -d",[997,1649,1650],{"class":1059}," '{\n",[997,1652,1653],{"class":999,"line":1042},[997,1654,1655],{"class":1059},"    \"status\": \"RUNNING\",\n",[997,1657,1658],{"class":999,"line":1066},[997,1659,1660],{"class":1059},"    \"data\": { \"phase-abc-123\": { \"confirmed\": true } }\n",[997,1662,1663],{"class":999,"line":1088},[997,1664,1665],{"class":1059},"  }'\n",[915,1667,1668,1669,1672,1673,1675],{},"Look up the phase ID from the run's status response (the ",[919,1670,1671],{},"input"," field). See ",[937,1674,144],{"href":145}," for the full resume-with-data flow. This lets you build operator-facing tools — a lab dashboard, a mobile approval screen, a Slack button — that resume the run when a human clicks confirm.",[948,1677,1679],{"id":1678},"handling-timeouts","Handling timeouts",[915,1681,1682,1684,1685,1688],{},[919,1683,921],{}," defaults to a one-hour timeout. Pass ",[919,1686,1687],{},"timeout="," (seconds) to fail the run cleanly if the operator never responds, rather than leaving it paused indefinitely:",[988,1690,1692],{"className":990,"code":1691,"language":992,"meta":993,"style":993},"await operator_confirm(\"Load plate at slot 1, then resume.\", timeout=600)  # fails after 10 minutes\n",[919,1693,1694],{"__ignoreMap":993},[997,1695,1696,1699,1701,1704,1706,1709,1711,1714,1717],{"class":999,"line":1000},[997,1697,1698],{"class":1003},"await",[997,1700,1525],{"class":1007},[997,1702,1703],{"class":1059},"\"Load plate at slot 1, then resume.\"",[997,1705,1437],{"class":1007},[997,1707,1708],{"class":1052},"timeout",[997,1710,1056],{"class":1003},[997,1712,1713],{"class":1081},"600",[997,1715,1716],{"class":1007},")  ",[997,1718,1719],{"class":1091},"# fails after 10 minutes\n",[915,1721,1722,1723,1726],{},"A timed-out pause transitions the run to ",[919,1724,1725],{},"FAILED"," with a clear message in the logs — easier to debug than a run that is silently stuck.",[948,1728,1730],{"id":1729},"next-steps","Next steps",[930,1732,1733,1742,1747],{},[933,1734,1735,1737,1738,1741],{},[937,1736,144],{"href":145},": collect structured data — not just a confirmation — with a ",[919,1739,1740],{},"RunInput"," model",[933,1743,1744,1746],{},[937,1745,140],{"href":141},": post to a channel when a run waits for a person",[933,1748,1749,1751],{},[937,1750,152],{"href":153},": clean up hardware state and retry after failure",[1753,1754,1755],"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 .s4qFZ, html code.shiki .s4qFZ{--shiki-light:#622CBC;--shiki-default:#622CBC;--shiki-dark:#D2A8FF}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 pre.shiki code .sOiAX, html code.shiki .sOiAX{--shiki-light:#023B95;--shiki-default:#023B95;--shiki-dark:#79C0FF}html pre.shiki code .sIsDC, html code.shiki .sIsDC{--shiki-light:#66707B;--shiki-default:#66707B;--shiki-dark:#8B949E}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":993,"searchDepth":1000,"depth":1017,"links":1757},[1758,1759,1760,1763,1764,1765],{"id":950,"depth":1017,"text":951},{"id":978,"depth":1017,"text":979},{"id":1175,"depth":1017,"text":1176,"children":1761},[1762],{"id":1476,"depth":1030,"text":1477},{"id":1567,"depth":1017,"text":1568},{"id":1678,"depth":1017,"text":1679},{"id":1729,"depth":1017,"text":1730},"Pause a workflow run so an operator can take a physical action, then resume automatically.","md",{},"\u002Fhow-to\u002Fautomate\u002Fbasic-hitl",{"title":136,"description":1766},"Ah5Jseli20hmLxYMXHkiWEcaW4HZNh-8W3Dm13Ei8tE",[1773,1775],{"title":132,"description":1774,"path":133},"Automate workflow deploys to UniteLabs with three channels: DEV (manual), STG (push to main), PRD (per-workflow release tags), on GitHub Actions or GitLab CI.",{"title":140,"description":1776,"path":141},"Post a Slack message when a workflow needs a person, then confirm the request in the UniteLabs platform.",1791294169993]