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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":380,"body":911,"description":1589,"device":6,"extension":1590,"links":6,"meta":1591,"navigation":1035,"path":1592,"seo":1593,"stem":421,"type":285,"__hash__":1594},"docs\u002F04.concepts\u002F07.automate\u002F90.error-handling.md",{"type":912,"value":913,"toc":1580},"minimark",[914,923,928,994,998,1001,1102,1105,1112,1116,1122,1391,1398,1500,1506,1510,1520,1523,1527,1535,1539,1562,1565,1576],[915,916,917,918,922],"p",{},"Error handling in UniteLabs is built into the workflow hierarchy. Different error types are handled at the level best suited to recover from them — automatic retries at the step level, and ",[919,920,921],"code",{},"try\u002Fexcept"," with operator-assisted recovery at the phase level.",[924,925,927],"h2",{"id":926},"error-types","Error types",[929,930,931,947],"table",{},[932,933,934],"thead",{},[935,936,937,941,944],"tr",{},[938,939,940],"th",{},"Type",[938,942,943],{},"Examples",[938,945,946],{},"Where handled",[948,949,950,965,981],"tbody",{},[935,951,952,959,962],{},[953,954,955],"td",{},[956,957,958],"strong",{},"Technical",[953,960,961],{},"Device timeout, lost connection, command not acknowledged",[953,963,964],{},"Step — automatic retry",[935,966,967,972,975],{},[953,968,969],{},[956,970,971],{},"Operational",[953,973,974],{},"Phase time limit exceeded, device unavailable at scheduling time",[953,976,977,978,980],{},"Phase — ",[919,979,921],{}," + pause or abort",[935,982,983,988,991],{},[953,984,985],{},[956,986,987],{},"Scientific",[953,989,990],{},"Sample outside expected range, upstream result invalid",[953,992,993],{},"Phase — raise an exception, pause for operator intervention",[924,995,997],{"id":996},"step-level-automatic-retry","Step level: automatic retry",[915,999,1000],{},"Steps are the first line of defense. The workflow engine retries technical errors automatically before surfacing them:",[1002,1003,1009],"pre",{"className":1004,"code":1005,"filename":1006,"language":1007,"meta":1008,"style":1008},"language-python shiki shiki-themes github-light-high-contrast github-light-high-contrast github-dark-default","from unitelabs.sdk.automate import step\n\n@step(retries=3, retry_delay_seconds=2)\nasync def aspirate(liquid_handler: LiquidHandlerDevice, volume: float):\n    await liquid_handler.pipettes.aspirate(volume)\n","workflows\u002Fsteps.py","python","",[919,1010,1011,1030,1037,1072,1093],{"__ignoreMap":1008},[1012,1013,1016,1020,1024,1027],"span",{"class":1014,"line":1015},"line",1,[1012,1017,1019],{"class":1018},"sxkbv","from",[1012,1021,1023],{"class":1022},"sc-9e"," unitelabs.sdk.automate ",[1012,1025,1026],{"class":1018},"import",[1012,1028,1029],{"class":1022}," step\n",[1012,1031,1033],{"class":1014,"line":1032},2,[1012,1034,1036],{"emptyLinePlaceholder":1035},true,"\n",[1012,1038,1040,1044,1047,1051,1054,1058,1061,1064,1066,1069],{"class":1014,"line":1039},3,[1012,1041,1043],{"class":1042},"s4qFZ","@step",[1012,1045,1046],{"class":1022},"(",[1012,1048,1050],{"class":1049},"sNqAu","retries",[1012,1052,1053],{"class":1018},"=",[1012,1055,1057],{"class":1056},"sOiAX","3",[1012,1059,1060],{"class":1022},", ",[1012,1062,1063],{"class":1049},"retry_delay_seconds",[1012,1065,1053],{"class":1018},[1012,1067,1068],{"class":1056},"2",[1012,1070,1071],{"class":1022},")\n",[1012,1073,1075,1078,1081,1084,1087,1090],{"class":1014,"line":1074},4,[1012,1076,1077],{"class":1018},"async",[1012,1079,1080],{"class":1018}," def",[1012,1082,1083],{"class":1042}," aspirate",[1012,1085,1086],{"class":1022},"(liquid_handler: LiquidHandlerDevice, volume: ",[1012,1088,1089],{"class":1056},"float",[1012,1091,1092],{"class":1022},"):\n",[1012,1094,1096,1099],{"class":1014,"line":1095},5,[1012,1097,1098],{"class":1018},"    await",[1012,1100,1101],{"class":1022}," liquid_handler.pipettes.aspirate(volume)\n",[915,1103,1104],{},"If the step fails after all retries, the error is propagated to the enclosing phase.",[915,1106,1107,1108,1111],{},"The default retry count is configurable per step. A retry re-runs the step from the top, so a step that already did half its work does that half twice: retry a dispense that filled three wells before failing, and those three wells get filled again. Which steps are safe to retry is a design decision you make when you write them, and ",[1109,1110,152],"a",{"href":153}," walks through it.",[924,1113,1115],{"id":1114},"phase-level-tryexcept-and-operator-recovery","Phase level: try\u002Fexcept and operator recovery",[915,1117,1118,1119,1121],{},"At the phase level, use ",[919,1120,921],{}," to catch errors and decide how to respond — retry, pause for operator intervention, or abort cleanly:",[1002,1123,1126],{"className":1004,"code":1124,"filename":1125,"language":1007,"meta":1008,"style":1008},"from unitelabs.sdk import get_logger, pause_flow_run\nfrom unitelabs.sdk.automate import phase\n\n\nclass PlateNotDetectedError(Exception):\n    pass\n\n\n@phase()\nasync def detection_phase(lh, carrier_id: str) -> dict:\n    logger = get_logger()\n    try:\n        result = await detect_plate(lh=lh, carrier_id=carrier_id)\n    except PlateNotDetectedError:\n        logger.warning(\n            f\"No plate detected at {carrier_id}. \"\n            \"Seat the plate fully, then click Resume.\"\n        )\n        await pause_flow_run()\n        logger.info(\"Operator resumed — retrying detection.\")\n        result = await detect_plate(lh=lh, carrier_id=carrier_id)\n    return {\"lh\": lh, \"target_slot\": result[\"slot\"]}\n","workflows\u002Fdetection.py",[919,1127,1128,1140,1151,1155,1159,1174,1180,1185,1190,1199,1224,1235,1243,1273,1282,1288,1309,1315,1321,1330,1341,1364],{"__ignoreMap":1008},[1012,1129,1130,1132,1135,1137],{"class":1014,"line":1015},[1012,1131,1019],{"class":1018},[1012,1133,1134],{"class":1022}," unitelabs.sdk ",[1012,1136,1026],{"class":1018},[1012,1138,1139],{"class":1022}," get_logger, pause_flow_run\n",[1012,1141,1142,1144,1146,1148],{"class":1014,"line":1032},[1012,1143,1019],{"class":1018},[1012,1145,1023],{"class":1022},[1012,1147,1026],{"class":1018},[1012,1149,1150],{"class":1022}," phase\n",[1012,1152,1153],{"class":1014,"line":1039},[1012,1154,1036],{"emptyLinePlaceholder":1035},[1012,1156,1157],{"class":1014,"line":1074},[1012,1158,1036],{"emptyLinePlaceholder":1035},[1012,1160,1161,1164,1167,1169,1172],{"class":1014,"line":1095},[1012,1162,1163],{"class":1018},"class",[1012,1165,1166],{"class":1049}," PlateNotDetectedError",[1012,1168,1046],{"class":1022},[1012,1170,1171],{"class":1056},"Exception",[1012,1173,1092],{"class":1022},[1012,1175,1177],{"class":1014,"line":1176},6,[1012,1178,1179],{"class":1018},"    pass\n",[1012,1181,1183],{"class":1014,"line":1182},7,[1012,1184,1036],{"emptyLinePlaceholder":1035},[1012,1186,1188],{"class":1014,"line":1187},8,[1012,1189,1036],{"emptyLinePlaceholder":1035},[1012,1191,1193,1196],{"class":1014,"line":1192},9,[1012,1194,1195],{"class":1042},"@phase",[1012,1197,1198],{"class":1022},"()\n",[1012,1200,1202,1204,1206,1209,1212,1215,1218,1221],{"class":1014,"line":1201},10,[1012,1203,1077],{"class":1018},[1012,1205,1080],{"class":1018},[1012,1207,1208],{"class":1042}," detection_phase",[1012,1210,1211],{"class":1022},"(lh, carrier_id: ",[1012,1213,1214],{"class":1056},"str",[1012,1216,1217],{"class":1022},") -> ",[1012,1219,1220],{"class":1056},"dict",[1012,1222,1223],{"class":1022},":\n",[1012,1225,1227,1230,1232],{"class":1014,"line":1226},11,[1012,1228,1229],{"class":1022},"    logger ",[1012,1231,1053],{"class":1018},[1012,1233,1234],{"class":1022}," get_logger()\n",[1012,1236,1238,1241],{"class":1014,"line":1237},12,[1012,1239,1240],{"class":1018},"    try",[1012,1242,1223],{"class":1022},[1012,1244,1246,1249,1251,1254,1257,1260,1262,1265,1268,1270],{"class":1014,"line":1245},13,[1012,1247,1248],{"class":1022},"        result ",[1012,1250,1053],{"class":1018},[1012,1252,1253],{"class":1018}," await",[1012,1255,1256],{"class":1022}," detect_plate(",[1012,1258,1259],{"class":1049},"lh",[1012,1261,1053],{"class":1018},[1012,1263,1264],{"class":1022},"lh, ",[1012,1266,1267],{"class":1049},"carrier_id",[1012,1269,1053],{"class":1018},[1012,1271,1272],{"class":1022},"carrier_id)\n",[1012,1274,1276,1279],{"class":1014,"line":1275},14,[1012,1277,1278],{"class":1018},"    except",[1012,1280,1281],{"class":1022}," PlateNotDetectedError:\n",[1012,1283,1285],{"class":1014,"line":1284},15,[1012,1286,1287],{"class":1022},"        logger.warning(\n",[1012,1289,1291,1294,1298,1301,1303,1306],{"class":1014,"line":1290},16,[1012,1292,1293],{"class":1018},"            f",[1012,1295,1297],{"class":1296},"sCx38","\"No plate detected at ",[1012,1299,1300],{"class":1018},"{",[1012,1302,1267],{"class":1022},[1012,1304,1305],{"class":1018},"}",[1012,1307,1308],{"class":1296},". \"\n",[1012,1310,1312],{"class":1014,"line":1311},17,[1012,1313,1314],{"class":1296},"            \"Seat the plate fully, then click Resume.\"\n",[1012,1316,1318],{"class":1014,"line":1317},18,[1012,1319,1320],{"class":1022},"        )\n",[1012,1322,1324,1327],{"class":1014,"line":1323},19,[1012,1325,1326],{"class":1018},"        await",[1012,1328,1329],{"class":1022}," pause_flow_run()\n",[1012,1331,1333,1336,1339],{"class":1014,"line":1332},20,[1012,1334,1335],{"class":1022},"        logger.info(",[1012,1337,1338],{"class":1296},"\"Operator resumed — retrying detection.\"",[1012,1340,1071],{"class":1022},[1012,1342,1344,1346,1348,1350,1352,1354,1356,1358,1360,1362],{"class":1014,"line":1343},21,[1012,1345,1248],{"class":1022},[1012,1347,1053],{"class":1018},[1012,1349,1253],{"class":1018},[1012,1351,1256],{"class":1022},[1012,1353,1259],{"class":1049},[1012,1355,1053],{"class":1018},[1012,1357,1264],{"class":1022},[1012,1359,1267],{"class":1049},[1012,1361,1053],{"class":1018},[1012,1363,1272],{"class":1022},[1012,1365,1367,1370,1373,1376,1379,1382,1385,1388],{"class":1014,"line":1366},22,[1012,1368,1369],{"class":1018},"    return",[1012,1371,1372],{"class":1022}," {",[1012,1374,1375],{"class":1296},"\"lh\"",[1012,1377,1378],{"class":1022},": lh, ",[1012,1380,1381],{"class":1296},"\"target_slot\"",[1012,1383,1384],{"class":1022},": result[",[1012,1386,1387],{"class":1296},"\"slot\"",[1012,1389,1390],{"class":1022},"]}\n",[915,1392,1393,1394,1397],{},"Use ",[919,1395,1396],{},"try\u002Ffinally"," to guarantee cleanup regardless of outcome:",[1002,1399,1402],{"className":1004,"code":1400,"filename":1401,"language":1007,"meta":1008,"style":1008},"@phase()\nasync def dispensing_phase(lh) -> dict:\n    try:\n        lh = await distribute(lh=lh, volume=100.0)\n    finally:\n        lh = await return_tips(lh=lh)  # always runs — success, error, or cancellation\n    return {\"lh\": lh}\n","workflows\u002Fdispensing.py",[919,1403,1404,1410,1426,1432,1460,1467,1489],{"__ignoreMap":1008},[1012,1405,1406,1408],{"class":1014,"line":1015},[1012,1407,1195],{"class":1042},[1012,1409,1198],{"class":1022},[1012,1411,1412,1414,1416,1419,1422,1424],{"class":1014,"line":1032},[1012,1413,1077],{"class":1018},[1012,1415,1080],{"class":1018},[1012,1417,1418],{"class":1042}," dispensing_phase",[1012,1420,1421],{"class":1022},"(lh) -> ",[1012,1423,1220],{"class":1056},[1012,1425,1223],{"class":1022},[1012,1427,1428,1430],{"class":1014,"line":1039},[1012,1429,1240],{"class":1018},[1012,1431,1223],{"class":1022},[1012,1433,1434,1437,1439,1441,1444,1446,1448,1450,1453,1455,1458],{"class":1014,"line":1074},[1012,1435,1436],{"class":1022},"        lh ",[1012,1438,1053],{"class":1018},[1012,1440,1253],{"class":1018},[1012,1442,1443],{"class":1022}," distribute(",[1012,1445,1259],{"class":1049},[1012,1447,1053],{"class":1018},[1012,1449,1264],{"class":1022},[1012,1451,1452],{"class":1049},"volume",[1012,1454,1053],{"class":1018},[1012,1456,1457],{"class":1056},"100.0",[1012,1459,1071],{"class":1022},[1012,1461,1462,1465],{"class":1014,"line":1095},[1012,1463,1464],{"class":1018},"    finally",[1012,1466,1223],{"class":1022},[1012,1468,1469,1471,1473,1475,1478,1480,1482,1485],{"class":1014,"line":1176},[1012,1470,1436],{"class":1022},[1012,1472,1053],{"class":1018},[1012,1474,1253],{"class":1018},[1012,1476,1477],{"class":1022}," return_tips(",[1012,1479,1259],{"class":1049},[1012,1481,1053],{"class":1018},[1012,1483,1484],{"class":1022},"lh)  ",[1012,1486,1488],{"class":1487},"sIsDC","# always runs — success, error, or cancellation\n",[1012,1490,1491,1493,1495,1497],{"class":1014,"line":1182},[1012,1492,1369],{"class":1018},[1012,1494,1372],{"class":1022},[1012,1496,1375],{"class":1296},[1012,1498,1499],{"class":1022},": lh}\n",[915,1501,1502,1503,1505],{},"See ",[1109,1504,152],{"href":153}," for more patterns.",[924,1507,1509],{"id":1508},"workflow-level-propagation-and-setting-a-checkpoint","Workflow level: propagation and setting a checkpoint",[915,1511,1512,1513,1515,1516,1519],{},"If a phase fails and no ",[919,1514,921],{}," handles the error, the failure propagates to the workflow. The run is marked as ",[919,1517,1518],{},"FAILED"," and the workflow engine records the last completed phase as a checkpoint.",[915,1521,1522],{},"Because phases always end in stable states, a failed run can be resumed from the last successful phase — either automatically or by an operator.",[924,1524,1526],{"id":1525},"summary","Summary",[1002,1528,1533],{"className":1529,"code":1531,"language":1532},[1530],"language-text","Step fails\n  └── Technical error → retry (up to N times)\n        └── Still failing → propagate to phase\n\nPhase receives error\n  └── try\u002Fexcept → pause for operator, retry, or return error\n  └── No handler → propagate to workflow\n\nWorkflow receives error\n  └── Run marked FAILED at last stable checkpoint\n  └── Operator can resume from checkpoint\n","text",[919,1534,1531],{"__ignoreMap":1008},[924,1536,1538],{"id":1537},"related-concepts","Related concepts",[1540,1541,1542,1548,1557],"ul",{},[1543,1544,1545,1547],"li",{},[1109,1546,396],{"href":397},": where retries are configured",[1543,1549,1550,1552,1553,1556],{},[1109,1551,416],{"href":417},": using ",[919,1554,1555],{},"pause_flow_run()"," for operator-assisted recovery",[1543,1558,1559,1561],{},[1109,1560,400],{"href":401},": run states and checkpoint-based resumption",[924,1563,864],{"id":1564},"guides",[1540,1566,1567,1572],{},[1543,1568,1569],{},[1109,1570,1571],{"href":153},"Basic error handling",[1543,1573,1574],{},[1109,1575,156],{"href":157},[1577,1578,1579],"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 .sOiAX, html code.shiki .sOiAX{--shiki-light:#023B95;--shiki-default:#023B95;--shiki-dark:#79C0FF}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);}html pre.shiki code .sCx38, html code.shiki .sCx38{--shiki-light:#032563;--shiki-default:#032563;--shiki-dark:#A5D6FF}html pre.shiki code .sIsDC, html code.shiki .sIsDC{--shiki-light:#66707B;--shiki-default:#66707B;--shiki-dark:#8B949E}",{"title":1008,"searchDepth":1015,"depth":1032,"links":1581},[1582,1583,1584,1585,1586,1587,1588],{"id":926,"depth":1032,"text":927},{"id":996,"depth":1032,"text":997},{"id":1114,"depth":1032,"text":1115},{"id":1508,"depth":1032,"text":1509},{"id":1525,"depth":1032,"text":1526},{"id":1537,"depth":1032,"text":1538},{"id":1564,"depth":1032,"text":864},"How errors are classified, retried, and recovered at each level of the workflow hierarchy — from automatic step retries to operator-assisted recovery.","md",{},"\u002Fconcepts\u002Fautomate\u002Ferror-handling",{"title":380,"description":1589},"FYiJYVhU_oj4ZX5hHC1g8oLwzHRtWPuDaBlzdO3gaTU",[1596,1598],{"title":416,"description":1597,"path":417},"Pause a workflow run to request a human decision or physical action before continuing.",{"title":194,"description":1599,"path":427},"How UniteLabs handles data storage, secrets, and connectivity to external systems.",1791294180657]