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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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API","\u002Freference\u002Fadmin-api","10.reference\u002F09.admin-api","i-ph-repeat",{"title":1823,"path":1824,"stem":1825},"Compatibility","\u002Freference\u002Fcompatibility","10.reference\u002F10.compatibility",{"title":1827,"path":1828,"stem":1829},"Known issues","\u002Freference\u002Fknown-issues","10.reference\u002F11.known-issues",{"title":1831,"path":1832,"stem":1833,"children":1834,"icon":71},"About","\u002Fabout","11.about\u002F00.index",[1835,1836,1840,1845],{"title":1831,"path":1832,"stem":1833},{"title":1837,"path":1838,"stem":1839,"icon":967},"Licensing","\u002Fabout\u002Flicensing","11.about\u002F01.licensing",{"title":1841,"path":1842,"stem":1843,"icon":1844},"About these docs","\u002Fabout\u002Fcontributing-docs","11.about\u002F02.contributing-docs","i-ph-pencil-simple",{"title":1846,"path":1847,"stem":1848,"icon":42},"A local environment","\u002Fabout\u002Flocal-environment","11.about\u002F03.local-environment",{"id":1850,"title":1512,"body":1851,"description":1863,"extension":2698,"links":2699,"meta":2700,"navigation":2703,"path":1513,"seo":2704,"stem":1514,"__hash__":2705},"docs\u002F08.spend\u002F01.cost-and-usage\u002F00.index.md",{"type":1852,"value":1853,"toc":2688},"minimark",[1854,1858,1861,1864,1869,1923,1927,1938,1966,1974,1989,1993,2071,2083,2087,2098,2133,2144,2160,2164,2178,2185,2198,2202,2211,2215,2240,2302,2305,2573,2577,2588,2597,2606,2615,2622,2631,2639,2648,2657,2666,2675,2684],[1855,1856,1857],"p",{},"For: tenant administrators and cost owners.",[1855,1859,1860],{},"The LLM gateway meters every model call: tokens in and out, tokens read from and written to the cache, the cost in US dollars, and the job, agent, node and model it belongs to. Nodes cannot make a model call around it.",[1855,1862,1863],{},"Inspect one job's charges or review the tenant's usage by user and team.",[1865,1866,1868],"h2",{"id":1867},"choose-a-task","Choose a task",[1870,1871,1872,1885],"table",{},[1873,1874,1875],"thead",{},[1876,1877,1878,1882],"tr",{},[1879,1880,1881],"th",{},"Task",[1879,1883,1884],{},"Guide",[1886,1887,1888,1899,1907,1915],"tbody",{},[1876,1889,1890,1893],{},[1891,1892,1518],"td",{},[1891,1894,1895],{},[1896,1897,1898],"a",{"href":1519},"Open guide",[1876,1900,1901,1903],{},[1891,1902,1522],{},[1891,1904,1905],{},[1896,1906,1898],{"href":1523},[1876,1908,1909,1911],{},[1891,1910,1526],{},[1891,1912,1913],{},[1896,1914,1898],{"href":1527},[1876,1916,1917,1919],{},[1891,1918,1530],{},[1891,1920,1921],{},[1896,1922,1898],{"href":1531},[1865,1924,1926],{"id":1925},"one-job","One job",[1855,1928,1929,1933,1934,1937],{},[1930,1931,1932],"code",{},"run"," prints a job's cost when it finishes, and ",[1930,1935,1936],{},"job get"," shows it at any time, one row per job in its tree:",[1939,1940,1946],"pre",{"className":1941,"code":1942,"filename":1943,"language":1944,"meta":1945,"style":1945},"language-bash shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","oz0 job get job-bb270cf1-b194-4bf1-a0e3-267e061e416a\n","Terminal","bash","",[1930,1947,1948],{"__ignoreMap":1945},[1949,1950,1953,1956,1960,1963],"span",{"class":1951,"line":1952},"line",1,[1949,1954,1714],{"class":1955},"sBMFI",[1949,1957,1959],{"class":1958},"sfazB"," job",[1949,1961,1962],{"class":1958}," get",[1949,1964,1965],{"class":1958}," job-bb270cf1-b194-4bf1-a0e3-267e061e416a\n",[1939,1967,1972],{"className":1968,"code":1970,"language":1971,"meta":1945},[1969],"language-text","JOB                                       AGENT   NODES              MODELS                       CALLS  INPUT  CACHED  OUTPUT  COST\njob-bb270cf1-b194-4bf1-a0e3-267e061e416a  lead    node-91378eb09343  anthropic\u002Fclaude-sonnet-5-5  2      465    0       45      $0.0014\n└ helper-30aa1892                         helper  node-d77d102ec079  anthropic\u002Fclaude-haiku-4-5   2      307    0       44      $0.0005\n","text",[1930,1973,1970],{"__ignoreMap":1945},[1855,1975,1976,1979,1980,1983,1984,1988],{},[1930,1977,1978],{},"NODES"," shows where each branch ran and ",[1930,1981,1982],{},"MODELS"," which models answered, several when a fallback took over. A job with a ",[1896,1985,1987],{"href":1986},"\u002Fbuild\u002Fparts\u002Fcontracts-and-limits\u002Fbudgets#budgets","budget"," shows it on the last line, and web searches by the provider's server tool are counted there too.",[1865,1990,1992],{"id":1991},"across-jobs","Across jobs",[1939,1994,1996],{"className":1941,"code":1995,"filename":1943,"language":1944,"meta":1945,"style":1945},"oz0 usage                      # the last 24 hours, by job, agent and model\noz0 usage --since 168h         # the last week\noz0 usage --job \u003Cjob-id>       # one job\noz0 usage --tenant acme --json # for scripts and spreadsheets\n",[1930,1997,1998,2009,2025,2052],{"__ignoreMap":1945},[1949,1999,2000,2002,2005],{"class":1951,"line":1952},[1949,2001,1714],{"class":1955},[1949,2003,2004],{"class":1958}," usage",[1949,2006,2008],{"class":2007},"sHwdD","                      # the last 24 hours, by job, agent and model\n",[1949,2010,2012,2014,2016,2019,2022],{"class":1951,"line":2011},2,[1949,2013,1714],{"class":1955},[1949,2015,2004],{"class":1958},[1949,2017,2018],{"class":1958}," --since",[1949,2020,2021],{"class":1958}," 168h",[1949,2023,2024],{"class":2007},"         # the last week\n",[1949,2026,2028,2030,2032,2035,2039,2042,2046,2049],{"class":1951,"line":2027},3,[1949,2029,1714],{"class":1955},[1949,2031,2004],{"class":1958},[1949,2033,2034],{"class":1958}," --job",[1949,2036,2038],{"class":2037},"sMK4o"," \u003C",[1949,2040,2041],{"class":1958},"job-i",[1949,2043,2045],{"class":2044},"sTEyZ","d",[1949,2047,2048],{"class":2037},">",[1949,2050,2051],{"class":2007},"       # one job\n",[1949,2053,2055,2057,2059,2062,2065,2068],{"class":1951,"line":2054},4,[1949,2056,1714],{"class":1955},[1949,2058,2004],{"class":1958},[1949,2060,2061],{"class":1958}," --tenant",[1949,2063,2064],{"class":1958}," acme",[1949,2066,2067],{"class":1958}," --json",[1949,2069,2070],{"class":2007}," # for scripts and spreadsheets\n",[1855,2072,2073,2074,2077,2078,2082],{},"A tenant's spending this month, and its monthly budget if it has one, are in ",[1930,2075,2076],{},"tenant list","; see ",[1896,2079,2081],{"href":2080},"\u002Fbuild\u002Fparts\u002Fcontracts-and-limits\u002Fbudgets#a-budget-per-tenant-and-month","A budget per tenant and month",".",[1865,2084,2086],{"id":2085},"per-user-and-team","Per user and team",[1855,2088,2089,2090,2093,2094,2097],{},"Every job is charged to whoever started it and to their team. ",[1930,2091,2092],{},"quota usage"," shows what each one's jobs spent and started, next to this month's spending and their ",[1896,2095,2096],{"href":1535},"quotas",":",[1939,2099,2101],{"className":1941,"code":2100,"filename":1943,"language":1944,"meta":1945,"style":1945},"oz0 quota usage            # this month\noz0 quota usage --days 7   # the last seven UTC days\n",[1930,2102,2103,2115],{"__ignoreMap":1945},[1949,2104,2105,2107,2110,2112],{"class":1951,"line":1952},[1949,2106,1714],{"class":1955},[1949,2108,2109],{"class":1958}," quota",[1949,2111,2004],{"class":1958},[1949,2113,2114],{"class":2007},"            # this month\n",[1949,2116,2117,2119,2121,2123,2126,2130],{"class":1951,"line":2011},[1949,2118,1714],{"class":1955},[1949,2120,2109],{"class":1958},[1949,2122,2004],{"class":1958},[1949,2124,2125],{"class":1958}," --days",[1949,2127,2129],{"class":2128},"sbssI"," 7",[1949,2131,2132],{"class":2007},"   # the last seven UTC days\n",[1855,2134,2135,2136,2140,2141,2082],{},"The console's ",[2137,2138,2139],"em",{},"Cost"," page shows the same under ",[2137,2142,2143],{},"By user and team",[1855,2145,2146,2148,2149,2152,2153,2156,2157,2082],{},[1896,2147,1171],{"href":1172},", on by default, hides figures about people: you see your own row, teams of at least five people and service identities, and the tenant's total (the ",[1930,2150,2151],{},"(tenant total)"," line, the ",[2137,2154,2155],{},"Tenant total"," row); everyone else's spending is in the total only. An admin turns it off with a reason: ",[1930,2158,2159],{},"oz0 tenant works-council \u003Ctenant> --off --reason \"...\"",[1865,2161,2163],{"id":2162},"my-budget","My budget",[1855,2165,2166,2167,2169,2170,2173,2174,2082],{},"The ",[2137,2168,2139],{}," page's My budget shows your own monthly quota in the tenant, what your jobs spent of it this month, the shares at which you are alerted (80% and 100% by default), what approved requests added, and how many of your requests for more wait. Only you see your figures there, whatever works-council mode says; ",[1930,2171,2172],{},"oz0 quota mine"," prints the same. Quotas are set under Spend, Budgets, and the card links there. When your jobs pass one of the shares you get a notification, and nobody else does: see ",[1896,2175,2177],{"href":2176},"\u002Fspend\u002Fbudgets-and-quotas\u002Frequests#my-budget-and-spend-alerts","My budget and spend alerts",[1855,2179,2180,2181,2082],{},"A running agent sees its own job tree's spend too, as the last part of each model request: see ",[1896,2182,2184],{"href":2183},"\u002Fbuild\u002Fparts\u002Fcontracts-and-limits\u002Fbudgets#what-the-agent-sees-of-its-spend","What the agent sees of its spend",[1855,2186,2187,2188,2190,2191,2194,2195,2082],{},"When a budget, a quota or a tree's limit refuses a call or a job, the refusal carries its numbers for code as well as words for people: the scope, its limit and spend, when it resets, the refused call's worst case, whether the job waits, and who can raise it. An app or an agent reads those fields instead of the message; see ",[1896,2189,1813],{"href":1814},". The audit trail's ",[1930,2192,2193],{},"run.refused"," entries keep the same fields as ",[1930,2196,2197],{},"refusal_detail",[1865,2199,2201],{"id":2200},"spend-alerts","Spend alerts",[1855,2203,2204,2205,2208,2209,2082],{},"People are told when a budget passes a share of it: a job tree's budget, the tenant's monthly budget, a team's quota and a person's own. The shares are the tenant's spend alerts (80% and 100% by default, 50% allowed for monthly budgets and quotas), set with ",[1930,2206,2207],{},"oz0 tenant spend-alerts"," or in the console under Spend, Budgets, Alerts; the alert at 100% says whether jobs now wait and who decides. Who is told, and how works-council mode limits it, is on ",[1896,2210,2177],{"href":2176},[1865,2212,2214],{"id":2213},"spend-anomalies","Spend anomalies",[1855,2216,2217,2218,2220,2221,2224,2225,2228,2229,2232,2233,2236,2237,2082],{},"Once a day, an hour after the UTC day ends (so calls metered late still count), the edge looks at each tenant's day and compares its spend with its usual. When the day is far above it, it opens a spend anomaly finding, which the ",[2137,2219,2139],{}," page shows as a card (",[2137,2222,2223],{},"Spend higher than usual","), ",[1930,2226,2227],{},"oz0 usage anomalies"," lists, ",[1930,2230,2231],{},"oz0 doctor"," and the health page name for cluster admins, and the event ",[1930,2234,2235],{},"spend.anomaly"," sends to the tenant's admins and its ",[1896,2238,2239],{"href":1698},"notification rules",[2241,2242,2243,2247,2250,2266,2273,2281,2293,2299],"ul",{},[2244,2245,2246],"li",{},"The usual is the median of the day totals of the 28 days before, or, once the tenant has two weeks of history, of the same weekday in those four weeks (a busy Monday is compared with Mondays). It needs a week of history.",[2244,2248,2249],{},"Far above is a robust rule: the day's spend is more than the median plus 3.5 times the spread, where the spread is the median absolute deviation (scaled to compare with a standard deviation) or a fifth of the median, whichever is larger. One spiky day in the history does not move the median.",[2244,2251,2252,2253,2256,2257,2260,2261,2265],{},"A floor: no finding for a day under $10 of spend, or the floor the tenant sets (",[1930,2254,2255],{},"oz0 tenant spend-alerts \u003Ctenant> --anomaly-floor 25","). ",[1930,2258,2259],{},"--anomaly off"," turns the finding off; both are ",[1896,2262,2264],{"href":2263},"\u002Fgovern\u002Freviewed-changes#four-eyes-for-governance-changes","governed"," loosenings.",[2244,2267,2268,2269,2272],{},"What rose: the three agents, models and plugins whose spend that day rose the most against their own usual (a model call counts under the plugin of the agent that made it; a plugin's own report under that plugin), and teams only where ",[1896,2270,2271],{"href":1172},"works-council mode"," shows the team, checked again whenever the finding is read. Never by who started or ran a job: there is no dimension of people. The finding links the day's five most costly jobs.",[2244,2274,2275,2276,2280],{},"Counted: every metered call and plugin report, as budgets count them; a call whose outcome is unknown (a timeout, a cut stream) counts at what was held for it, as budgets count it (",[1896,2277,2279],{"href":2278},"\u002Fspend\u002Fcost-and-usage\u002Faccounting#incomplete-calls","incomplete calls",").",[2244,2282,2283,2284,2287,2288,2292],{},"Left out: spend of replays (the test bench), eval routines' jobs, rollouts' shadow runs and measured-savings comparisons. A job's kind comes from its workflow, which only the edge starts, never from its ID, so naming a job ",[1930,2285,2286],{},"shadow-..."," hides nothing. The finding shows what it left out, per kind. ",[1896,2289,2291],{"href":2290},"\u002Fspend\u002Fcost-and-usage\u002Faccounting#outside-spend","Outside spend"," of the day is shown apart, in its own currency, and never counted.",[2244,2294,2295,2296,2082],{},"One finding per day. The check looks at each day once (a restart or another edge does not repeat it; a check cut off midway is taken over half an hour later), so a tenant has at most one finding per day. Resolve it with a reason: ",[1930,2297,2298],{},"oz0 eval resolve \u003Cid> --reason \"a migration ran\"",[2244,2300,2301],{},"No estimate of a saving. The finding says what rose and where; it does not say what could be saved.",[1855,2303,2304],{},"An agent that only one person uses can single that person out: its row in the finding is that person's spend. Works-council mode hides figures about people and teams, not about agents, so keep this in mind when you share the finding outside the people who may see the tenant's costs.",[1939,2306,2308],{"className":1941,"code":2307,"filename":1943,"language":1944,"meta":1945,"style":1945},"oz0 usage anomalies\n2026-10-11  open  01a13065-ce48-71ee-838f-04c22ef56eb1\n  spent $186.00 against a usual $20.00 (the median of the same weekday over the last 4 weeks; anomaly above $34.00)\n  rose by agent:  reviewer +$155.00; helper +$10.00; writer +$1.00\n  rose by model:  m-large +$160.00; m-small +$1.00\n  rose by plugin: review +$160.00; search +$5.00; docs +$1.00\n  job spike  $165.00\n  left out: compare $400.00, eval $500.00, replay $300.00\n",[1930,2309,2310,2319,2330,2404,2452,2483,2525,2539],{"__ignoreMap":1945},[1949,2311,2312,2314,2316],{"class":1951,"line":1952},[1949,2313,1714],{"class":1955},[1949,2315,2004],{"class":1958},[1949,2317,2318],{"class":1958}," anomalies\n",[1949,2320,2321,2324,2327],{"class":1951,"line":2011},[1949,2322,2323],{"class":1955},"2026-10-11",[1949,2325,2326],{"class":1958},"  open",[1949,2328,2329],{"class":1958},"  01a13065-ce48-71ee-838f-04c22ef56eb1\n",[1949,2331,2332,2335,2338,2341,2344,2347,2350,2353,2355,2358,2361,2364,2367,2370,2373,2376,2378,2381,2384,2387,2390,2393,2396,2399,2401],{"class":1951,"line":2027},[1949,2333,2334],{"class":1955},"  spent",[1949,2336,2337],{"class":2044}," $186",[1949,2339,2340],{"class":1958},".00",[1949,2342,2343],{"class":1958}," against",[1949,2345,2346],{"class":1958}," a",[1949,2348,2349],{"class":1958}," usual",[1949,2351,2352],{"class":2044}," $20",[1949,2354,2340],{"class":1958},[1949,2356,2357],{"class":2044}," (the ",[1949,2359,2360],{"class":1958},"median",[1949,2362,2363],{"class":1958}," of",[1949,2365,2366],{"class":1958}," the",[1949,2368,2369],{"class":1958}," same",[1949,2371,2372],{"class":1958}," weekday",[1949,2374,2375],{"class":1958}," over",[1949,2377,2366],{"class":1958},[1949,2379,2380],{"class":1958}," last",[1949,2382,2383],{"class":2128}," 4",[1949,2385,2386],{"class":1958}," weeks",[1949,2388,2389],{"class":2037},";",[1949,2391,2392],{"class":1955}," anomaly",[1949,2394,2395],{"class":1958}," above",[1949,2397,2398],{"class":2044}," $34",[1949,2400,2340],{"class":1958},[1949,2402,2403],{"class":2044},")\n",[1949,2405,2406,2409,2412,2415,2418,2421,2424,2426,2428,2431,2433,2436,2438,2440,2443,2445,2449],{"class":1951,"line":2054},[1949,2407,2408],{"class":1955},"  rose",[1949,2410,2411],{"class":1958}," by",[1949,2413,2414],{"class":1958}," agent:",[1949,2416,2417],{"class":1958},"  reviewer",[1949,2419,2420],{"class":1958}," +",[1949,2422,2423],{"class":2044},"$155",[1949,2425,2340],{"class":1958},[1949,2427,2389],{"class":2037},[1949,2429,2430],{"class":1955}," helper",[1949,2432,2420],{"class":1958},[1949,2434,2435],{"class":2044},"$10",[1949,2437,2340],{"class":1958},[1949,2439,2389],{"class":2037},[1949,2441,2442],{"class":1955}," writer",[1949,2444,2420],{"class":1958},[1949,2446,2448],{"class":2447},"sHdIc","$1",[1949,2450,2451],{"class":1958},".00\n",[1949,2453,2455,2457,2459,2462,2465,2467,2470,2472,2474,2477,2479,2481],{"class":1951,"line":2454},5,[1949,2456,2408],{"class":1955},[1949,2458,2411],{"class":1958},[1949,2460,2461],{"class":1958}," model:",[1949,2463,2464],{"class":1958},"  m-large",[1949,2466,2420],{"class":1958},[1949,2468,2469],{"class":2044},"$160",[1949,2471,2340],{"class":1958},[1949,2473,2389],{"class":2037},[1949,2475,2476],{"class":1955}," m-small",[1949,2478,2420],{"class":1958},[1949,2480,2448],{"class":2447},[1949,2482,2451],{"class":1958},[1949,2484,2486,2488,2490,2493,2496,2498,2500,2502,2504,2507,2509,2512,2514,2516,2519,2521,2523],{"class":1951,"line":2485},6,[1949,2487,2408],{"class":1955},[1949,2489,2411],{"class":1958},[1949,2491,2492],{"class":1958}," plugin:",[1949,2494,2495],{"class":1958}," review",[1949,2497,2420],{"class":1958},[1949,2499,2469],{"class":2044},[1949,2501,2340],{"class":1958},[1949,2503,2389],{"class":2037},[1949,2505,2506],{"class":1955}," search",[1949,2508,2420],{"class":1958},[1949,2510,2511],{"class":2447},"$5",[1949,2513,2340],{"class":1958},[1949,2515,2389],{"class":2037},[1949,2517,2518],{"class":1955}," docs",[1949,2520,2420],{"class":1958},[1949,2522,2448],{"class":2447},[1949,2524,2451],{"class":1958},[1949,2526,2528,2531,2534,2537],{"class":1951,"line":2527},7,[1949,2529,2530],{"class":1955},"  job",[1949,2532,2533],{"class":1958}," spike",[1949,2535,2536],{"class":2044},"  $165",[1949,2538,2451],{"class":1958},[1949,2540,2542,2545,2548,2551,2554,2557,2560,2563,2565,2568,2571],{"class":1951,"line":2541},8,[1949,2543,2544],{"class":1955},"  left",[1949,2546,2547],{"class":1958}," out:",[1949,2549,2550],{"class":1958}," compare",[1949,2552,2553],{"class":2044}," $400",[1949,2555,2556],{"class":1958},".00,",[1949,2558,2559],{"class":1958}," eval",[1949,2561,2562],{"class":2044}," $500",[1949,2564,2556],{"class":1958},[1949,2566,2567],{"class":1958}," replay",[1949,2569,2570],{"class":2044}," $300",[1949,2572,2451],{"class":1958},[1865,2574,2576],{"id":2575},"previous-section-links","Previous section links",[1855,2578,2579,2583,2584,2082],{},[1949,2580,2582],{"id":2581},"costs-that-plugins-report","Costs that plugins report",": ",[1896,2585,2587],{"href":2586},"\u002Fspend\u002Fcost-and-usage\u002Faccounting#costs-that-plugins-report","open guide",[1855,2589,2590,2583,2594,2082],{},[1949,2591,2593],{"id":2592},"tools-model-use","Tools' model 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