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conversations","\u002Fbuild\u002Fapps\u002Fchat-channels\u002Fconversations","04.build\u002F03.apps\u002F11.chat-channels\u002F01.conversations",{"title":939,"path":940,"stem":941,"icon":249},"Build a chat channel","\u002Fbuild\u002Fapps\u002Fchat-channels\u002Fbuild","04.build\u002F03.apps\u002F11.chat-channels\u002F02.build",{"title":943,"path":944,"stem":945,"icon":946},"Interop matrix","\u002Fbuild\u002Fapps\u002Finterop","04.build\u002F03.apps\u002F12.interop","i-ph-check-square-offset",{"title":948,"path":949,"stem":950,"children":951,"icon":71},"Improve","\u002Fimprove","05.improve\u002F00.index",[952,953,958,963,968,994,1021,1026,1031,1036],{"title":948,"path":949,"stem":950},{"title":954,"path":955,"stem":956,"icon":957},"Search, compare and fix","\u002Fimprove\u002Fsearch-and-compare","05.improve\u002F01.search-and-compare","i-ph-magnifying-glass",{"title":959,"path":960,"stem":961,"icon":962},"Errors and insights","\u002Fimprove\u002Ferrors-and-insights","05.improve\u002F02.errors-and-insights","i-ph-chart-line",{"title":964,"path":965,"stem":966,"icon":967},"Measured savings","\u002Fimprove\u002Fmeasured-savings","05.improve\u002F03.measured-savings","i-ph-scales",{"title":969,"path":970,"stem":971,"children":972,"icon":463},"Evals and quality gates","\u002Fimprove\u002Fevals","05.improve\u002F04.evals\u002F00.index",[973,974,978,982,986,990],{"title":969,"path":970,"stem":971,"icon":463},{"title":975,"path":976,"stem":977},"Case expectations","\u002Fimprove\u002Fevals\u002Fcases","05.improve\u002F04.evals\u002F01.cases",{"title":979,"path":980,"stem":981},"Record and replay answers","\u002Fimprove\u002Fevals\u002Frecordings","05.improve\u002F04.evals\u002F02.recordings",{"title":983,"path":984,"stem":985},"Check policy paths","\u002Fimprove\u002Fevals\u002Fcoverage","05.improve\u002F04.evals\u002F03.coverage",{"title":987,"path":988,"stem":989},"Gate a plugin update","\u002Fimprove\u002Fevals\u002Fquality-gates","05.improve\u002F04.evals\u002F04.quality-gates",{"title":991,"path":992,"stem":993},"Track quality and regressions","\u002Fimprove\u002Fevals\u002Fregressions","05.improve\u002F04.evals\u002F05.regressions",{"title":995,"path":996,"stem":997,"children":998,"icon":1000},"Outcome checks and patterns","\u002Fimprove\u002Foutcome-checks","05.improve\u002F05.outcome-checks\u002F00.index",[999,1001,1005,1009,1013,1017],{"title":995,"path":996,"stem":997,"icon":1000},"i-ph-gavel",{"title":1002,"path":1003,"stem":1004},"Choose a judge and rubric","\u002Fimprove\u002Foutcome-checks\u002Fjudges","05.improve\u002F05.outcome-checks\u002F01.judges",{"title":1006,"path":1007,"stem":1008},"Measure a judge over time","\u002Fimprove\u002Foutcome-checks\u002Fsampling","05.improve\u002F05.outcome-checks\u002F02.sampling",{"title":1010,"path":1011,"stem":1012},"Use a reviewer agent","\u002Fimprove\u002Foutcome-checks\u002Freviewer","05.improve\u002F05.outcome-checks\u002F03.reviewer",{"title":1014,"path":1015,"stem":1016},"Choose among candidate answers","\u002Fimprove\u002Foutcome-checks\u002Fselection","05.improve\u002F05.outcome-checks\u002F04.selection",{"title":1018,"path":1019,"stem":1020},"Test and roll out judged agents","\u002Fimprove\u002Foutcome-checks\u002Frollouts","05.improve\u002F05.outcome-checks\u002F05.rollouts",{"title":1022,"path":1023,"stem":1024,"icon":1025},"Measured results","\u002Fimprove\u002Fmeasured-results","05.improve\u002F06.measured-results","i-ph-chart-bar",{"title":1027,"path":1028,"stem":1029,"icon":1030},"Comparisons of a changed agent","\u002Fimprove\u002Fcomparisons-of-a-changed-agent","05.improve\u002F07.comparisons-of-a-changed-agent","i-ph-git-diff",{"title":1032,"path":1033,"stem":1034,"icon":1035},"Where a fix belongs","\u002Fimprove\u002Fwhere-a-fix-belongs","05.improve\u002F08.where-a-fix-belongs","i-ph-ladder",{"title":1037,"path":1038,"stem":1039,"icon":957},"Evidence for agents","\u002Fimprove\u002Fevidence-for-agents","05.improve\u002F09.evidence-for-agents",{"title":1041,"path":1042,"stem":1043,"children":1044,"icon":71},"Govern","\u002Fgovern","06.govern\u002F00.index",[1045,1047,1085,1089,1111,1115,1120,1151,1170,1175,1180,1184,1207],{"title":1046,"path":1042,"stem":1043},"Govern agents",{"title":1048,"path":1049,"stem":1050,"children":1051,"icon":98},"Tool policy","\u002Fgovern\u002Ftool-policy","06.govern\u002F01.tool-policy\u002F00.index",[1052,1053,1057,1061,1065,1069,1073,1077,1081],{"title":1048,"path":1049,"stem":1050,"icon":98},{"title":1054,"path":1055,"stem":1056},"Export and apply a tool policy","\u002Fgovern\u002Ftool-policy\u002Ffiles","06.govern\u002F01.tool-policy\u002F02.files",{"title":1058,"path":1059,"stem":1060},"Rules for plugin and remote functions","\u002Fgovern\u002Ftool-policy\u002Fplugin-functions","06.govern\u002F01.tool-policy\u002F03.plugin-functions",{"title":1062,"path":1063,"stem":1064},"Function conditions and action classes","\u002Fgovern\u002Ftool-policy\u002Fconditions","06.govern\u002F01.tool-policy\u002F04.conditions",{"title":1066,"path":1067,"stem":1068},"Rules for taint, origins and sequences","\u002Fgovern\u002Ftool-policy\u002Forigins-and-sequences","06.govern\u002F01.tool-policy\u002F05.origins-and-sequences",{"title":1070,"path":1071,"stem":1072},"How the runtime enforces tool policy","\u002Fgovern\u002Ftool-policy\u002Fruntime","06.govern\u002F01.tool-policy\u002F06.runtime",{"title":1074,"path":1075,"stem":1076},"Preview, review and lint tool policy changes","\u002Fgovern\u002Ftool-policy\u002Freview-changes","06.govern\u002F01.tool-policy\u002F07.review-changes",{"title":1078,"path":1079,"stem":1080},"Assign duties to tool calls","\u002Fgovern\u002Ftool-policy\u002Fduties","06.govern\u002F01.tool-policy\u002F08.duties",{"title":1082,"path":1083,"stem":1084},"Command rules in a tool policy","\u002Fgovern\u002Ftool-policy\u002Fcommand-rules","06.govern\u002F01.tool-policy\u002F09.command-rules",{"title":1086,"path":1087,"stem":1088,"icon":230},"Governance replay","\u002Fgovern\u002Fgovernance-replay","06.govern\u002F02.governance-replay",{"title":1090,"path":1091,"stem":1092,"children":1093,"icon":532},"Reviewed changes","\u002Fgovern\u002Freviewed-changes","06.govern\u002F03.reviewed-changes\u002F00.index",[1094,1095,1099,1103,1107],{"title":1090,"path":1091,"stem":1092,"icon":532},{"title":1096,"path":1097,"stem":1098},"Review assistant and job proposals","\u002Fgovern\u002Freviewed-changes\u002Fproposals","06.govern\u002F03.reviewed-changes\u002F02.proposals",{"title":1100,"path":1101,"stem":1102},"Review plugin configurations","\u002Fgovern\u002Freviewed-changes\u002Fplugin-configurations","06.govern\u002F03.reviewed-changes\u002F03.plugin-configurations",{"title":1104,"path":1105,"stem":1106},"Review and roll back changesets","\u002Fgovern\u002Freviewed-changes\u002Fchangesets","06.govern\u002F03.reviewed-changes\u002F04.changesets",{"title":1108,"path":1109,"stem":1110},"Review changes to protected paths","\u002Fgovern\u002Freviewed-changes\u002Fprotected-paths","06.govern\u002F03.reviewed-changes\u002F05.protected-paths",{"title":1112,"path":1113,"stem":1114,"icon":666},"AI labels","\u002Fgovern\u002Fai-labels","06.govern\u002F04.ai-labels",{"title":1116,"path":1117,"stem":1118,"icon":1119},"Kill switches","\u002Fgovern\u002Fkill-switches","06.govern\u002F05.kill-switches","i-ph-power",{"title":1121,"path":1122,"stem":1123,"children":1124,"icon":1126},"Personal data","\u002Fgovern\u002Fpersonal-data","06.govern\u002F06.personal-data\u002F00.index",[1125,1127,1131,1135,1139,1143,1147],{"title":1121,"path":1122,"stem":1123,"icon":1126},"i-ph-user-minus",{"title":1128,"path":1129,"stem":1130},"Associate people and purposes with jobs","\u002Fgovern\u002Fpersonal-data\u002Fassociate-people","06.govern\u002F06.personal-data\u002F01.associate-people",{"title":1132,"path":1133,"stem":1134},"Find and export personal data","\u002Fgovern\u002Fpersonal-data\u002Fexport","06.govern\u002F06.personal-data\u002F02.export",{"title":1136,"path":1137,"stem":1138},"Restrict processing and record contests","\u002Fgovern\u002Fpersonal-data\u002Frestrictions-and-contests","06.govern\u002F06.personal-data\u002F03.restrictions-and-contests",{"title":1140,"path":1141,"stem":1142},"Erase personal data","\u002Fgovern\u002Fpersonal-data\u002Ferase","06.govern\u002F06.personal-data\u002F04.erase",{"title":1144,"path":1145,"stem":1146},"Retain records and restore backups","\u002Fgovern\u002Fpersonal-data\u002Fretention","06.govern\u002F06.personal-data\u002F05.retention",{"title":1148,"path":1149,"stem":1150},"Personal data held by plugins","\u002Fgovern\u002Fpersonal-data\u002Fplugin-records","06.govern\u002F06.personal-data\u002F06.plugin-records",{"title":1152,"path":1153,"stem":1154,"children":1155,"icon":1157},"Taint and labels","\u002Fgovern\u002Ftaint-and-labels","06.govern\u002F07.taint-and-labels\u002F00.index",[1156,1158,1162,1166],{"title":1152,"path":1153,"stem":1154,"icon":1157},"i-ph-drop-half-bottom",{"title":1159,"path":1160,"stem":1161},"Set rules on taint and labels","\u002Fgovern\u002Ftaint-and-labels\u002Frules","06.govern\u002F07.taint-and-labels\u002F02.rules",{"title":1163,"path":1164,"stem":1165},"Set clearance, egress and content walls","\u002Fgovern\u002Ftaint-and-labels\u002Flabel-policies","06.govern\u002F07.taint-and-labels\u002F03.label-policies",{"title":1167,"path":1168,"stem":1169},"Read outside text in a quarantine child","\u002Fgovern\u002Ftaint-and-labels\u002Fquarantine","06.govern\u002F07.taint-and-labels\u002F04.quarantine",{"title":1171,"path":1172,"stem":1173,"icon":1174},"Works-council mode","\u002Fgovern\u002Fworks-council-mode","06.govern\u002F08.works-council-mode","i-ph-users-three",{"title":1176,"path":1177,"stem":1178,"icon":1179},"Incidents","\u002Fgovern\u002Fincidents","06.govern\u002F09.incidents","i-ph-siren",{"title":1181,"path":1182,"stem":1183,"icon":213},"Inventory","\u002Fgovern\u002Finventory","06.govern\u002F10.inventory",{"title":1185,"path":1186,"stem":1187,"children":1188,"icon":1190},"Audit trail","\u002Fgovern\u002Faudit-trail","06.govern\u002F11.audit-trail\u002F00.index",[1189,1191,1195,1199,1203],{"title":1185,"path":1186,"stem":1187,"icon":1190},"i-ph-scroll",{"title":1192,"path":1193,"stem":1194},"Audit records and run identity","\u002Fgovern\u002Faudit-trail\u002Frecords","06.govern\u002F11.audit-trail\u002F02.records",{"title":1196,"path":1197,"stem":1198},"Verify the audit chain","\u002Fgovern\u002Faudit-trail\u002Fverification","06.govern\u002F11.audit-trail\u002F03.verification",{"title":1200,"path":1201,"stem":1202},"Export and verify evidence bundles","\u002Fgovern\u002Faudit-trail\u002Fevidence-bundles","06.govern\u002F11.audit-trail\u002F04.evidence-bundles",{"title":1204,"path":1205,"stem":1206},"Audit retention, erasure and legal holds","\u002Fgovern\u002Faudit-trail\u002Fretention","06.govern\u002F11.audit-trail\u002F05.retention",{"title":1208,"path":1209,"stem":1210,"children":1211,"icon":1213},"Command rules","\u002Fgovern\u002Fcommand-rules","06.govern\u002F12.command-rules\u002F00.index",[1212,1214,1218,1222,1226],{"title":1208,"path":1209,"stem":1210,"icon":1213},"i-ph-terminal",{"title":1215,"path":1216,"stem":1217},"Command rule patterns","\u002Fgovern\u002Fcommand-rules\u002Fpatterns","06.govern\u002F12.command-rules\u002F02.patterns",{"title":1219,"path":1220,"stem":1221},"What the command reader understands","\u002Fgovern\u002Fcommand-rules\u002Fcommand-reader","06.govern\u002F12.command-rules\u002F03.command-reader",{"title":1223,"path":1224,"stem":1225},"Create a command rule from an approval","\u002Fgovern\u002Fcommand-rules\u002Fallow-from-card","06.govern\u002F12.command-rules\u002F04.allow-from-card",{"title":1227,"path":1228,"stem":1229},"Command rule evaluation and limits","\u002Fgovern\u002Fcommand-rules\u002Fevaluation-and-limits","06.govern\u002F12.command-rules\u002F05.evaluation-and-limits",{"title":1231,"path":1232,"stem":1233,"children":1234,"icon":71},"Fleet","\u002Ffleet","07.fleet\u002F00.index",[1235,1237,1242,1247,1251,1256,1260,1265,1270,1274,1278,1297,1302,1307,1325,1329,1333,1352,1357,1380,1385,1390,1395,1399,1458,1462,1467,1481,1486,1490,1494],{"title":1236,"path":1232,"stem":1233},"Operate a fleet",{"title":1238,"path":1239,"stem":1240,"icon":1241},"Dev mode","\u002Ffleet\u002Fdev-mode","07.fleet\u002F01.dev-mode","i-ph-laptop",{"title":1243,"path":1244,"stem":1245,"icon":1246},"Run a cluster","\u002Ffleet\u002Fcluster","07.fleet\u002F02.cluster","i-ph-hard-drives",{"title":1248,"path":1249,"stem":1250,"icon":782},"Join nodes","\u002Ffleet\u002Fjoin-nodes","07.fleet\u002F03.join-nodes",{"title":1252,"path":1253,"stem":1254,"icon":1255},"Manage nodes","\u002Ffleet\u002Fmanage-nodes","07.fleet\u002F04.manage-nodes","i-ph-list-bullets",{"title":1257,"path":1258,"stem":1259,"icon":527},"Node health","\u002Ffleet\u002Fnodes","07.fleet\u002F05.nodes",{"title":1261,"path":1262,"stem":1263,"icon":1264},"Nodes as services","\u002Ffleet\u002Fservices","07.fleet\u002F06.services","i-ph-gear-six",{"title":1266,"path":1267,"stem":1268,"icon":1269},"Doctor","\u002Ffleet\u002Fdoctor","07.fleet\u002F07.doctor","i-ph-stethoscope",{"title":1271,"path":1272,"stem":1273,"icon":421},"Troubleshooting","\u002Ffleet\u002Ftroubleshooting","07.fleet\u002F08.troubleshooting",{"title":1275,"path":1276,"stem":1277,"icon":962},"Tracing and metrics","\u002Ffleet\u002Fobservability","07.fleet\u002F09.observability",{"title":1279,"path":1280,"stem":1281,"children":1282,"icon":1284},"Choose sandbox tier 2","\u002Ffleet\u002Fsandbox-tier-2","07.fleet\u002F10.sandbox-tier-2\u002F00.index",[1283,1285,1289,1293],{"title":1279,"path":1280,"stem":1281,"icon":1284},"i-ph-shield-chevron",{"title":1286,"path":1287,"stem":1288,"icon":1284},"Set up gVisor","\u002Ffleet\u002Fsandbox-tier-2\u002Fgvisor","07.fleet\u002F10.sandbox-tier-2\u002F01.gvisor",{"title":1290,"path":1291,"stem":1292,"icon":1284},"Set up microVM isolation","\u002Ffleet\u002Fsandbox-tier-2\u002Fmicrovms","07.fleet\u002F10.sandbox-tier-2\u002F02.microvms",{"title":1294,"path":1295,"stem":1296,"icon":1284},"Configure remote sandboxes","\u002Ffleet\u002Fsandbox-tier-2\u002Fremote","07.fleet\u002F10.sandbox-tier-2\u002F03.remote",{"title":1298,"path":1299,"stem":1300,"icon":1301},"Sandbox on macOS","\u002Ffleet\u002Fsandbox-on-macos","07.fleet\u002F11.sandbox-on-macos","i-ph-apple-logo",{"title":1303,"path":1304,"stem":1305,"icon":1306},"Sandbox on Windows","\u002Ffleet\u002Fsandbox-on-windows","07.fleet\u002F12.sandbox-on-windows","i-ph-windows-logo",{"title":1308,"path":1309,"stem":1310,"children":1311,"icon":797},"Configure local models","\u002Ffleet\u002Flocal-models","07.fleet\u002F13.local-models\u002F00.index",[1312,1313,1317,1321],{"title":1308,"path":1309,"stem":1310,"icon":797},{"title":1314,"path":1315,"stem":1316,"icon":797},"Share a local model with the fleet","\u002Ffleet\u002Flocal-models\u002Ffleet","07.fleet\u002F13.local-models\u002F01.fleet",{"title":1318,"path":1319,"stem":1320,"icon":797},"Review local-model safety checks","\u002Ffleet\u002Flocal-models\u002Ftrust","07.fleet\u002F13.local-models\u002F02.trust",{"title":1322,"path":1323,"stem":1324,"icon":797},"Size and price local models","\u002Ffleet\u002Flocal-models\u002Fsizing-and-cost","07.fleet\u002F13.local-models\u002F03.sizing-and-cost",{"title":1326,"path":1327,"stem":1328,"icon":1241},"Agents on a Mac with MLX","\u002Ffleet\u002Flocal-models-on-a-mac","07.fleet\u002F14.local-models-on-a-mac",{"title":1330,"path":1331,"stem":1332,"icon":127},"Queues","\u002Ffleet\u002Fqueues","07.fleet\u002F15.queues",{"title":1334,"path":1335,"stem":1336,"children":1337,"icon":1339},"Choose a Temporal backend","\u002Ffleet\u002Ftemporal-backends","07.fleet\u002F16.temporal-backends\u002F00.index",[1338,1340,1344,1348],{"title":1334,"path":1335,"stem":1336,"icon":1339},"i-ph-cloud",{"title":1341,"path":1342,"stem":1343},"Set retention and move tenants","\u002Ffleet\u002Ftemporal-backends\u002Fretention-and-migration","07.fleet\u002F16.temporal-backends\u002F01.retention-and-migration",{"title":1345,"path":1346,"stem":1347},"Encrypt Temporal payloads","\u002Ffleet\u002Ftemporal-backends\u002Fencryption","07.fleet\u002F16.temporal-backends\u002F02.encryption",{"title":1349,"path":1350,"stem":1351},"Read payloads in Temporal UI","\u002Ffleet\u002Ftemporal-backends\u002Fcodec","07.fleet\u002F16.temporal-backends\u002F03.codec",{"title":1353,"path":1354,"stem":1355,"icon":1356},"Regions","\u002Ffleet\u002Fregions","07.fleet\u002F17.regions","i-ph-globe-hemisphere-east",{"title":1358,"path":1359,"stem":1360,"children":1361,"icon":1363},"Run the roles separately","\u002Ffleet\u002Fseparate-roles","07.fleet\u002F18.separate-roles\u002F00.index",[1362,1364,1368,1372,1376],{"title":1358,"path":1359,"stem":1360,"icon":1363},"i-ph-squares-four",{"title":1365,"path":1366,"stem":1367},"Prepare database rights","\u002Ffleet\u002Fseparate-roles\u002Fdatabase-rights","07.fleet\u002F18.separate-roles\u002F01.database-rights",{"title":1369,"path":1370,"stem":1371},"Keep plaintext secrets on edges","\u002Ffleet\u002Fseparate-roles\u002Fsecrets","07.fleet\u002F18.separate-roles\u002F02.secrets",{"title":1373,"path":1374,"stem":1375},"Operate through role outages","\u002Ffleet\u002Fseparate-roles\u002Foutages","07.fleet\u002F18.separate-roles\u002F03.outages",{"title":1377,"path":1378,"stem":1379},"Use Temporal UI with separate roles","\u002Ffleet\u002Fseparate-roles\u002Ftemporal-ui","07.fleet\u002F18.separate-roles\u002F04.temporal-ui",{"title":1381,"path":1382,"stem":1383,"icon":1384},"High availability","\u002Ffleet\u002Fhigh-availability","07.fleet\u002F19.high-availability","i-ph-copy",{"title":1386,"path":1387,"stem":1388,"icon":1389},"Management over a WAN","\u002Ffleet\u002Fmanagement-over-a-wan","07.fleet\u002F20.management-over-a-wan","i-ph-globe-hemisphere-west",{"title":1391,"path":1392,"stem":1393,"icon":1394},"Cloud federation","\u002Ffleet\u002Fcloud-federation","07.fleet\u002F21.cloud-federation","i-ph-cloud-check",{"title":1396,"path":1397,"stem":1398,"icon":451},"Payload 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environment","\u002Fabout\u002Flocal-environment","11.about\u002F03.local-environment",{"id":1850,"title":418,"body":1851,"description":2520,"extension":2521,"links":2522,"meta":2523,"navigation":2526,"path":419,"seo":2527,"stem":420,"__hash__":2528},"docs\u002F04.build\u002F01.plugins\u002F10.example-support-triage.md",{"type":1852,"value":1853,"toc":2513},"minimark",[1854,1858,1866,1873,1883,1888,2235,2243,2262,2266,2278,2310,2313,2319,2331,2335,2342,2399,2405,2410,2414,2433,2439,2445,2448,2452,2493,2509],[1855,1856,1857],"p",{},"For: plugin authors.",[1855,1859,1860,1861,1865],{},"The ",[1862,1863,1864],"code",{},"examples\u002Fjev-tools"," plugin shows tools, agents, a flow, a hook and evals working together. Jev, the service from TypeSafe AI that answers typed questions with a confidence value, chooses a support ticket's team and assesses refund risk.",[1855,1867,1868,1869,1872],{},"The example currently requires access to the private repository; public source downloads are coming soon. From your checkout, run ",[1862,1870,1871],{},"make demo-m5"," to exercise the complete example.",[1874,1875,1881],"pre",{"className":1876,"code":1878,"language":1879,"meta":1880},[1877],"language-text","jev-tools\u002F\n├── oz0-plugin.yaml             # tools, the hook, requires.secrets: [JEV_API_KEY]\n├── src\u002Fjev_tools\u002F\n│   ├── jev_mcp.py              # jev.decide: typed questions in, answers with a confidence out\n│   ├── hooks.py                # jev_guard.check_refund: is this refund risky?\n│   └── support_mcp.py          # jev_support.lookup_order, jev_support.refund\n├── agents\u002F                     # jev-billing, jev-technical, jev-sales\n├── flows\u002Fjev-triage.yaml       # started by Zendesk's webhook\n└── evals\u002F                      # billing.yaml, triage.yaml\n","text","",[1862,1882,1878],{"__ignoreMap":1880},[1884,1885,1887],"h2",{"id":1886},"the-flow","The flow",[1874,1889,1894],{"className":1890,"code":1891,"filename":1892,"language":1893,"meta":1880,"style":1880},"language-yaml shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","name: jev-triage\ninput_schema: schemas\u002Fticket.json\ntrigger:\n  webhook: { secret: ZENDESK_WEBHOOK }\nsteps:\n  - id: decide\n    tool: jev.decide\n    input:\n      state: ${{ input.ticket }}\n      questions:\n        team: { choice: [billing, technical, sales] }\n        urgent: { yes_no: \"The customer needs an answer within an hour\" }\n  - id: route\n    when: steps.decide.team.confidence >= 0.8\n    agent: jev-${{ steps.decide.team.choice }}\n    input: ${{ input.ticket }}\n  - id: ask_human\n    when: steps.decide.team.confidence \u003C 0.8\n    approval:\n      details: 'Jev is not sure where \"${{ input.ticket.subject }}\" goes. Send it to ${{ steps.decide.team.choice }} (confidence ${{ steps.decide.team.confidence }})?'\n      timeout: 4h\n  - id: route_checked\n    when: has(steps.ask_human)\n    agent: jev-${{ steps.decide.team.choice }}\n    input: ${{ input.ticket }}\noutput: \"${{ has(steps.route) ? steps.route : steps.route_checked }}\"\n","flows\u002Fjev-triage.yaml","yaml",[1862,1895,1896,1913,1924,1933,1955,1963,1977,1988,1996,2007,2015,2052,2078,2090,2101,2112,2121,2133,2143,2151,2168,2179,2191,2201,2210,2219],{"__ignoreMap":1880},[1897,1898,1901,1905,1909],"span",{"class":1899,"line":1900},"line",1,[1897,1902,1904],{"class":1903},"swJcz","name",[1897,1906,1908],{"class":1907},"sMK4o",":",[1897,1910,1912],{"class":1911},"sfazB"," jev-triage\n",[1897,1914,1916,1919,1921],{"class":1899,"line":1915},2,[1897,1917,1918],{"class":1903},"input_schema",[1897,1920,1908],{"class":1907},[1897,1922,1923],{"class":1911}," schemas\u002Fticket.json\n",[1897,1925,1927,1930],{"class":1899,"line":1926},3,[1897,1928,1929],{"class":1903},"trigger",[1897,1931,1932],{"class":1907},":\n",[1897,1934,1936,1939,1941,1944,1947,1949,1952],{"class":1899,"line":1935},4,[1897,1937,1938],{"class":1903},"  webhook",[1897,1940,1908],{"class":1907},[1897,1942,1943],{"class":1907}," {",[1897,1945,1946],{"class":1903}," secret",[1897,1948,1908],{"class":1907},[1897,1950,1951],{"class":1911}," ZENDESK_WEBHOOK",[1897,1953,1954],{"class":1907}," }\n",[1897,1956,1958,1961],{"class":1899,"line":1957},5,[1897,1959,1960],{"class":1903},"steps",[1897,1962,1932],{"class":1907},[1897,1964,1966,1969,1972,1974],{"class":1899,"line":1965},6,[1897,1967,1968],{"class":1907},"  -",[1897,1970,1971],{"class":1903}," id",[1897,1973,1908],{"class":1907},[1897,1975,1976],{"class":1911}," decide\n",[1897,1978,1980,1983,1985],{"class":1899,"line":1979},7,[1897,1981,1982],{"class":1903},"    tool",[1897,1984,1908],{"class":1907},[1897,1986,1987],{"class":1911}," jev.decide\n",[1897,1989,1991,1994],{"class":1899,"line":1990},8,[1897,1992,1993],{"class":1903},"    input",[1897,1995,1932],{"class":1907},[1897,1997,1999,2002,2004],{"class":1899,"line":1998},9,[1897,2000,2001],{"class":1903},"      state",[1897,2003,1908],{"class":1907},[1897,2005,2006],{"class":1911}," ${{ input.ticket }}\n",[1897,2008,2010,2013],{"class":1899,"line":2009},10,[1897,2011,2012],{"class":1903},"      questions",[1897,2014,1932],{"class":1907},[1897,2016,2018,2021,2023,2025,2028,2030,2033,2036,2039,2042,2044,2047,2050],{"class":1899,"line":2017},11,[1897,2019,2020],{"class":1903},"        team",[1897,2022,1908],{"class":1907},[1897,2024,1943],{"class":1907},[1897,2026,2027],{"class":1903}," choice",[1897,2029,1908],{"class":1907},[1897,2031,2032],{"class":1907}," [",[1897,2034,2035],{"class":1911},"billing",[1897,2037,2038],{"class":1907},",",[1897,2040,2041],{"class":1911}," technical",[1897,2043,2038],{"class":1907},[1897,2045,2046],{"class":1911}," sales",[1897,2048,2049],{"class":1907},"]",[1897,2051,1954],{"class":1907},[1897,2053,2055,2058,2060,2062,2065,2067,2070,2073,2076],{"class":1899,"line":2054},12,[1897,2056,2057],{"class":1903},"        urgent",[1897,2059,1908],{"class":1907},[1897,2061,1943],{"class":1907},[1897,2063,2064],{"class":1903}," yes_no",[1897,2066,1908],{"class":1907},[1897,2068,2069],{"class":1907}," \"",[1897,2071,2072],{"class":1911},"The customer needs an answer within an hour",[1897,2074,2075],{"class":1907},"\"",[1897,2077,1954],{"class":1907},[1897,2079,2081,2083,2085,2087],{"class":1899,"line":2080},13,[1897,2082,1968],{"class":1907},[1897,2084,1971],{"class":1903},[1897,2086,1908],{"class":1907},[1897,2088,2089],{"class":1911}," route\n",[1897,2091,2093,2096,2098],{"class":1899,"line":2092},14,[1897,2094,2095],{"class":1903},"    when",[1897,2097,1908],{"class":1907},[1897,2099,2100],{"class":1911}," steps.decide.team.confidence >= 0.8\n",[1897,2102,2104,2107,2109],{"class":1899,"line":2103},15,[1897,2105,2106],{"class":1903},"    agent",[1897,2108,1908],{"class":1907},[1897,2110,2111],{"class":1911}," jev-${{ steps.decide.team.choice }}\n",[1897,2113,2115,2117,2119],{"class":1899,"line":2114},16,[1897,2116,1993],{"class":1903},[1897,2118,1908],{"class":1907},[1897,2120,2006],{"class":1911},[1897,2122,2124,2126,2128,2130],{"class":1899,"line":2123},17,[1897,2125,1968],{"class":1907},[1897,2127,1971],{"class":1903},[1897,2129,1908],{"class":1907},[1897,2131,2132],{"class":1911}," ask_human\n",[1897,2134,2136,2138,2140],{"class":1899,"line":2135},18,[1897,2137,2095],{"class":1903},[1897,2139,1908],{"class":1907},[1897,2141,2142],{"class":1911}," steps.decide.team.confidence \u003C 0.8\n",[1897,2144,2146,2149],{"class":1899,"line":2145},19,[1897,2147,2148],{"class":1903},"    approval",[1897,2150,1932],{"class":1907},[1897,2152,2154,2157,2159,2162,2165],{"class":1899,"line":2153},20,[1897,2155,2156],{"class":1903},"      details",[1897,2158,1908],{"class":1907},[1897,2160,2161],{"class":1907}," '",[1897,2163,2164],{"class":1911},"Jev is not sure where \"${{ input.ticket.subject }}\" goes. Send it to ${{ steps.decide.team.choice }} (confidence ${{ steps.decide.team.confidence }})?",[1897,2166,2167],{"class":1907},"'\n",[1897,2169,2171,2174,2176],{"class":1899,"line":2170},21,[1897,2172,2173],{"class":1903},"      timeout",[1897,2175,1908],{"class":1907},[1897,2177,2178],{"class":1911}," 4h\n",[1897,2180,2182,2184,2186,2188],{"class":1899,"line":2181},22,[1897,2183,1968],{"class":1907},[1897,2185,1971],{"class":1903},[1897,2187,1908],{"class":1907},[1897,2189,2190],{"class":1911}," route_checked\n",[1897,2192,2194,2196,2198],{"class":1899,"line":2193},23,[1897,2195,2095],{"class":1903},[1897,2197,1908],{"class":1907},[1897,2199,2200],{"class":1911}," has(steps.ask_human)\n",[1897,2202,2204,2206,2208],{"class":1899,"line":2203},24,[1897,2205,2106],{"class":1903},[1897,2207,1908],{"class":1907},[1897,2209,2111],{"class":1911},[1897,2211,2213,2215,2217],{"class":1899,"line":2212},25,[1897,2214,1993],{"class":1903},[1897,2216,1908],{"class":1907},[1897,2218,2006],{"class":1911},[1897,2220,2222,2225,2227,2229,2232],{"class":1899,"line":2221},26,[1897,2223,2224],{"class":1903},"output",[1897,2226,1908],{"class":1907},[1897,2228,2069],{"class":1907},[1897,2230,2231],{"class":1911},"${{ has(steps.route) ? steps.route : steps.route_checked }}",[1897,2233,2234],{"class":1907},"\"\n",[1855,2236,2237,2238,2242],{},"A ticket Jev is sure about goes straight to that team's agent; one it is unsure about waits until a person approves its guess. See ",[2239,2240,2241],"a",{"href":743},"Flows",".",[1855,2244,2245,2246,2249,2250,2254,2255,2257,2258,2261],{},"A ticket is outside text, so the flow is untrusted from its start, and ",[1862,2247,2248],{},"jev.decide"," sends the ticket to Jev, outside the cluster: the ",[2239,2251,2253],{"href":2252},"\u002Fgovern\u002Ftool-policy\u002Forigins-and-sequences#the-taint-default-rule","taint-default rule"," asks a person before that call, and the card says the taint asked. A tenant that trusts its triage service with its tickets narrows the rule for that one call, with a reason, as ",[1862,2256,1871],{}," does: ",[1862,2259,2260],{},"oz0 tenant tool-policy set --taint-default-when 'job.tainted && tool.outbound && !(mcp.tool.target == \"jev\" && mcp.tool.name == \"decide\")' --reason \"...\"",". The job stays tainted, so its other outbound calls still ask.",[1884,2263,2265],{"id":2264},"the-tool-its-key-and-its-cost","The tool, its key and its cost",[1855,2267,2268,2270,2271,2274,2275,1908],{},[1862,2269,2248],{}," reads the service's key from the environment: the plugin declares ",[1862,2272,2273],{},"requires.secrets: [JEV_API_KEY]",", so every process of the plugin gets the tenant secret, and the key never goes into the repository. It returns the answers as structured content and reports what the service charged in the result's ",[1862,2276,2277],{},"_meta",[1874,2279,2283],{"className":2280,"code":2281,"language":2282,"meta":1880,"style":1880},"language-python shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","return CallToolResult(\n    content=[TextContent(type=\"text\", text=json.dumps(answers))],\n    structured_content=answers,\n    _meta={\"oz0\u002Fusage\": {\"service\": \"jev\", \"unit\": \"question\", \"units\": len(questions), \"cost_usd\": cost}},\n)\n","python",[1862,2284,2285,2290,2295,2300,2305],{"__ignoreMap":1880},[1897,2286,2287],{"class":1899,"line":1900},[1897,2288,2289],{},"return CallToolResult(\n",[1897,2291,2292],{"class":1899,"line":1915},[1897,2293,2294],{},"    content=[TextContent(type=\"text\", text=json.dumps(answers))],\n",[1897,2296,2297],{"class":1899,"line":1926},[1897,2298,2299],{},"    structured_content=answers,\n",[1897,2301,2302],{"class":1899,"line":1935},[1897,2303,2304],{},"    _meta={\"oz0\u002Fusage\": {\"service\": \"jev\", \"unit\": \"question\", \"units\": len(questions), \"cost_usd\": cost}},\n",[1897,2306,2307],{"class":1899,"line":1957},[1897,2308,2309],{},")\n",[1855,2311,2312],{},"That cost lands on the job next to the model calls, and counts toward the job's budget:",[1874,2314,2317],{"className":2315,"code":2316,"language":1879,"meta":1880},[1877],"JOB                                  AGENT        NODES              MODELS                      CALLS  INPUT  CACHED  OUTPUT  COST\nhook-jev-triage-zendesk-ticket-1001  jev-triage   node-be9581dcfec6                              0      0      0       0       $0.0004\n└ jev-billing-2227b26b               jev-billing  node-be9581dcfec6  anthropic\u002Fclaude-haiku-4-5  3      1211   0       73      $0.0018\nReported by plugins:\n  hook-jev-triage-zendesk-ticket-1001 (jev-triage): jev, 2 questions, $0.0004, by jev-tools\n  jev-billing-2227b26b (jev-billing): jev, 1 question, $0.0002, by jev-tools\n",[1862,2318,2316],{"__ignoreMap":1880},[1855,2320,2321,2322,2326,2327,2242],{},"See ",[2239,2323,2325],{"href":2324},"\u002Fadmin\u002Fsecrets\u002Fplugin-secrets#secrets-for-plugins","Secrets for plugins"," and ",[2239,2328,2330],{"href":2329},"\u002Fbuild\u002Fparts\u002Ftools\u002Fmodel-calls#report-what-your-own-services-cost","Report what your own services cost",[1884,2332,2334],{"id":2333},"the-hook","The hook",[1855,2336,2337,2338,2341],{},"Before every refund, ",[1862,2339,2340],{},"jev_guard.check_refund"," asks Jev whether the refund is risky. A risky one (here: over $100) is escalated, so the call waits for a person:",[1874,2343,2345],{"className":1890,"code":2344,"filename":1727,"language":1893,"meta":1880,"style":1880},"hooks:\n  - on: pre_tool_call\n    call: jev_guard.check_refund\n    match: {tools: [jev_support.refund]}\n",[1862,2346,2347,2354,2367,2377],{"__ignoreMap":1880},[1897,2348,2349,2352],{"class":1899,"line":1900},[1897,2350,2351],{"class":1903},"hooks",[1897,2353,1932],{"class":1907},[1897,2355,2356,2358,2362,2364],{"class":1899,"line":1915},[1897,2357,1968],{"class":1907},[1897,2359,2361],{"class":2360},"sfNiH"," on",[1897,2363,1908],{"class":1907},[1897,2365,2366],{"class":1911}," pre_tool_call\n",[1897,2368,2369,2372,2374],{"class":1899,"line":1926},[1897,2370,2371],{"class":1903},"    call",[1897,2373,1908],{"class":1907},[1897,2375,2376],{"class":1911}," jev_guard.check_refund\n",[1897,2378,2379,2382,2384,2386,2389,2391,2393,2396],{"class":1899,"line":1935},[1897,2380,2381],{"class":1903},"    match",[1897,2383,1908],{"class":1907},[1897,2385,1943],{"class":1907},[1897,2387,2388],{"class":1903},"tools",[1897,2390,1908],{"class":1907},[1897,2392,2032],{"class":1907},[1897,2394,2395],{"class":1911},"jev_support.refund",[1897,2397,2398],{"class":1907},"]}\n",[1874,2400,2403],{"className":2401,"code":2402,"language":1879,"meta":1880},[1877],"jev-billing → jev_support.refund {\"amount_usd\":400,\"order_id\":\"5678\",\"reason\":\"double charge\"}\njev-billing ⏸ jev_support.refund waits for approval a-86f882b36825: {\"hook\": \"jev_guard.check_refund\", \"reason\": \"Jev thinks this refund is risky (0.90)\", ...}\njev-billing ▶ jev_support.refund approved by operator:admin: checked the bank statement\njev-billing ← jev_support.refund Refunded $400.00 for order 5678 (double charge).\n",[1862,2404,2402],{"__ignoreMap":1880},[1855,2406,2407,2408,2242],{},"When Jev cannot be reached, the hook escalates too, so a person decides rather than nobody. See ",[2239,2409,757],{"href":758},[1884,2411,2413],{"id":2412},"the-evals-and-a-version-that-does-worse","The evals, and a version that does worse",[1855,2415,2416,2419,2420,2423,2424,2427,2428,2432],{},[1862,2417,2418],{},"evals\u002Fbilling.yaml"," wants a double charge refunded and a single charge left alone; ",[1862,2421,2422],{},"evals\u002Ftriage.yaml"," sends a ticket through the whole flow. ",[1862,2425,2426],{},"plugin test"," runs them while the team works, and the ",[2239,2429,2431],{"href":2430},"\u002Fimprove\u002Fevals\u002Fquality-gates#quality-gates","quality gate"," runs them again at every install.",[1855,2434,2435,2436,2438],{},"In the demo, a teammate's version 1.1.0 drops ",[1862,2437,2395],{}," from the billing agent's tools. Its evals get worse, and the gate stops it before the fleet gets it:",[1874,2440,2443],{"className":2441,"code":2442,"language":1879,"meta":1880},[1877],"Gate of jev-tools 1.1.0: stopped: eval billing: 1 of 2 cases passed (50%), below its threshold of 100%\n",[1862,2444,2442],{"__ignoreMap":1880},[1855,2446,2447],{},"The fleet keeps answering tickets with 1.0.0.",[1884,2449,2451],{"id":2450},"run-it","Run it",[1874,2453,2458],{"className":2454,"code":2455,"filename":2456,"language":2457,"meta":1880,"style":1880},"language-bash shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","make demo-m5                                  # stand-ins for Jev and Claude, no keys needed\nANTHROPIC_API_KEY=sk-ant-... make demo-m5     # the agents on Claude (claude-haiku-4-5)\n","Terminal","bash",[1862,2459,2460,2473],{"__ignoreMap":1880},[1897,2461,2462,2466,2469],{"class":1899,"line":1900},[1897,2463,2465],{"class":2464},"sBMFI","make",[1897,2467,2468],{"class":1911}," demo-m5",[1897,2470,2472],{"class":2471},"sHwdD","                                  # stand-ins for Jev and Claude, no keys needed\n",[1897,2474,2475,2479,2482,2485,2488,2490],{"class":1899,"line":1915},[1897,2476,2478],{"class":2477},"sTEyZ","ANTHROPIC_API_KEY",[1897,2480,2481],{"class":1907},"=",[1897,2483,2484],{"class":1911},"sk-ant-...",[1897,2486,2487],{"class":2464}," make",[1897,2489,2468],{"class":1911},[1897,2491,2492],{"class":2471},"     # the agents on Claude (claude-haiku-4-5)\n",[2494,2495,2496,2497,2500,2501,2504,2505,2508],"note",{},"Jev is a hosted service with a waiting list, and its SDK is not public. The example therefore speaks a request of its own shape, and ",[1862,2498,2499],{},"scripts\u002Ffakejev"," answers it in the demo. With access to Jev, replace ",[1862,2502,2503],{},"ask()"," in ",[1862,2506,2507],{},"jev.py"," with a call to TypeSafe's SDK; the same pattern works with a classifier of your own or a small LLM.",[2510,2511,2512],"style",{},"html pre.shiki code .swJcz, html code.shiki .swJcz{--shiki-light:#E53935;--shiki-default:#F07178;--shiki-dark:#F07178}html pre.shiki code .sMK4o, html code.shiki .sMK4o{--shiki-light:#39ADB5;--shiki-default:#89DDFF;--shiki-dark:#89DDFF}html pre.shiki code .sfazB, html code.shiki .sfazB{--shiki-light:#91B859;--shiki-default:#C3E88D;--shiki-dark:#C3E88D}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 .sfNiH, html code.shiki .sfNiH{--shiki-light:#FF5370;--shiki-default:#FF9CAC;--shiki-dark:#FF9CAC}html pre.shiki code .sBMFI, html code.shiki .sBMFI{--shiki-light:#E2931D;--shiki-default:#FFCB6B;--shiki-dark:#FFCB6B}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 .sTEyZ, html code.shiki .sTEyZ{--shiki-light:#90A4AE;--shiki-default:#EEFFFF;--shiki-dark:#BABED8}",{"title":1880,"searchDepth":1915,"depth":1915,"links":2514},[2515,2516,2517,2518,2519],{"id":1886,"depth":1915,"text":1887},{"id":2264,"depth":1915,"text":2265},{"id":2333,"depth":1915,"text":2334},{"id":2412,"depth":1915,"text":2413},{"id":2450,"depth":1915,"text":2451},"A plugin that routes support tickets with typed decisions, a hook that holds risky refunds, and a gate that stops a worse version.","md",null,{"audience":2524,"doc_type":2525},"plugin authors","tutorial",{"icon":421},{"title":418,"description":2520},"5atCXusQ4tcncAZDIT4WhmbXkWWGK0TS7W37lR0bH28",[2530,2532],{"title":413,"path":414,"stem":415,"description":2531,"icon":416,"children":-1},"Skills that teach your coding agent to build Orchestrator Zero plugins the way verified plugins are built, installed with oz0 setup for Claude Code, Codex, Gemini CLI, Cursor, GitHub Copilot, OpenCode and goose.",{"title":423,"path":424,"stem":425,"description":2533,"icon":426,"children":-1},"Ship a plugin with a Git tag, and control exactly what every node runs.",1794442980046]