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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":246,"body":1851,"description":2624,"extension":2625,"links":2626,"meta":2627,"navigation":2630,"path":247,"seo":2631,"stem":248,"__hash__":2632},"docs\u002F03.agents\u002F06.colleagues.md",{"type":1852,"value":1853,"toc":2613},"minimark",[1854,1858,1866,1889,2053,2058,2072,2095,2098,2104,2111,2119,2122,2212,2215,2220,2236,2240,2278,2284,2287,2291,2306,2312,2315,2322,2329,2346,2416,2442,2451,2455,2504,2511,2515,2553,2574,2580,2594,2598,2609],[1855,1856,1857],"p",{},"For: people running and reviewing agents.",[1855,1859,1860,1861,1865],{},"Agents in one job tree can ask each other for help and share notes while they run. These patterns complement ",[1862,1863,1864],"a",{"href":242},"delegation",", which assigns a child task and waits for its answer:",[1867,1868,1869,1878],"ul",{},[1870,1871,1872,1873,1877],"li",{},"Asking a colleague: an agent asks another running agent of its tree a question and waits for the answer, with ",[1874,1875,1876],"code",{},"oz.ask_colleague",".",[1870,1879,1880,1881,1884,1885,1888],{},"The board: agents pin notes and findings to a board their whole tree shares, with ",[1874,1882,1883],{},"oz.board_write",", and read it with ",[1874,1886,1887],{},"oz.board_read",". The job page shows it as a timeline.",[1890,1891,1897],"pre",{"className":1892,"code":1893,"filename":1894,"language":1895,"meta":1896,"style":1896},"language-yaml shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","name: acme-researcher\nruntime: pydantic-ai\nmodel:\n  primary: anthropic\u002Fclaude-sonnet-5-5\ninstructions: prompts\u002Fresearcher.md\ntools: [acme_db.query, oz.ask_colleague, oz.board_write, oz.board_read]\ncolleagues:\n  ask: [acme-reviewer, acme-lead] # whom it may ask; unset means any colleague\n  max_questions: 5        # per job; 10 when unset, at most 100\n  timeout: 2m             # how long a question waits; 5m when unset, at most 1h\n","agents\u002Fresearcher.yaml","yaml","",[1874,1898,1899,1916,1927,1936,1947,1958,1991,1999,2024,2039],{"__ignoreMap":1896},[1900,1901,1904,1908,1912],"span",{"class":1902,"line":1903},"line",1,[1900,1905,1907],{"class":1906},"swJcz","name",[1900,1909,1911],{"class":1910},"sMK4o",":",[1900,1913,1915],{"class":1914},"sfazB"," acme-researcher\n",[1900,1917,1919,1922,1924],{"class":1902,"line":1918},2,[1900,1920,1921],{"class":1906},"runtime",[1900,1923,1911],{"class":1910},[1900,1925,1926],{"class":1914}," pydantic-ai\n",[1900,1928,1930,1933],{"class":1902,"line":1929},3,[1900,1931,1932],{"class":1906},"model",[1900,1934,1935],{"class":1910},":\n",[1900,1937,1939,1942,1944],{"class":1902,"line":1938},4,[1900,1940,1941],{"class":1906},"  primary",[1900,1943,1911],{"class":1910},[1900,1945,1946],{"class":1914}," anthropic\u002Fclaude-sonnet-5-5\n",[1900,1948,1950,1953,1955],{"class":1902,"line":1949},5,[1900,1951,1952],{"class":1906},"instructions",[1900,1954,1911],{"class":1910},[1900,1956,1957],{"class":1914}," prompts\u002Fresearcher.md\n",[1900,1959,1961,1964,1966,1969,1972,1975,1978,1980,1983,1985,1988],{"class":1902,"line":1960},6,[1900,1962,1963],{"class":1906},"tools",[1900,1965,1911],{"class":1910},[1900,1967,1968],{"class":1910}," [",[1900,1970,1971],{"class":1914},"acme_db.query",[1900,1973,1974],{"class":1910},",",[1900,1976,1977],{"class":1914}," oz.ask_colleague",[1900,1979,1974],{"class":1910},[1900,1981,1982],{"class":1914}," oz.board_write",[1900,1984,1974],{"class":1910},[1900,1986,1987],{"class":1914}," oz.board_read",[1900,1989,1990],{"class":1910},"]\n",[1900,1992,1994,1997],{"class":1902,"line":1993},7,[1900,1995,1996],{"class":1906},"colleagues",[1900,1998,1935],{"class":1910},[1900,2000,2002,2005,2007,2009,2012,2014,2017,2020],{"class":1902,"line":2001},8,[1900,2003,2004],{"class":1906},"  ask",[1900,2006,1911],{"class":1910},[1900,2008,1968],{"class":1910},[1900,2010,2011],{"class":1914},"acme-reviewer",[1900,2013,1974],{"class":1910},[1900,2015,2016],{"class":1914}," acme-lead",[1900,2018,2019],{"class":1910},"]",[1900,2021,2023],{"class":2022},"sHwdD"," # whom it may ask; unset means any colleague\n",[1900,2025,2027,2030,2032,2036],{"class":1902,"line":2026},9,[1900,2028,2029],{"class":1906},"  max_questions",[1900,2031,1911],{"class":1910},[1900,2033,2035],{"class":2034},"sbssI"," 5",[1900,2037,2038],{"class":2022},"        # per job; 10 when unset, at most 100\n",[1900,2040,2042,2045,2047,2050],{"class":1902,"line":2041},10,[1900,2043,2044],{"class":1906},"  timeout",[1900,2046,1911],{"class":1910},[1900,2048,2049],{"class":1914}," 2m",[1900,2051,2052],{"class":2022},"             # how long a question waits; 5m when unset, at most 1h\n",[2054,2055,2057],"h2",{"id":2056},"asking-a-colleague","Asking a colleague",[1855,2059,2060,2061,2064,2065,2068,2069,2071],{},"The model sees ",[1874,2062,2063],{},"oz__ask_colleague(to, question)",". ",[1874,2066,2067],{},"to"," names the colleague by its agent's name, such as ",[1874,2070,2011],{},", or by a job ID. A colleague is, while it runs:",[1867,2073,2074,2082,2089],{},[1870,2075,2076,2077,2081],{},"the agent's ",[2078,2079,2080],"strong",{},"parent",", the job that delegated to it;",[1870,2083,2084,2085,2088],{},"a ",[2078,2086,2087],{},"sibling",", another job its parent delegated to;",[1870,2090,2091,2092,1877],{},"one of its own ",[2078,2093,2094],{},"children",[1855,2096,2097],{},"A grandparent, a job of another tree, or a job that has finished is no colleague. When two running siblings share the name, the model is told their job IDs and asks again by ID.",[1855,2099,2100,2103],{},[1874,2101,2102],{},"colleagues.ask"," holds whether the colleague is named or given by job ID. The edge checks it against the installed agent's manifest and the jobs' own agents, so a node cannot widen it.",[1855,2105,2106,2107,2110],{},"The colleague answers from what it knows of its own work: one model call of its own model, on its instructions and its conversation so far, with no tools. The call runs next to the colleague's loop, not in it: the colleague goes on with its work, its conversation does not change, and it answers even while it waits for a model call, a tool or a child job of its own. A lead that waits for its children with ",[1874,2108,2109],{},"oz.delegate"," answers their questions, and two agents can ask each other at once.",[1890,2112,2117],{"className":2113,"code":2115,"language":2116,"meta":1896},[2114],"language-text","acme-researcher → oz.ask_colleague {\"question\":\"Did you see the cache misses?\",\"to\":\"acme-reviewer\"}\nacme-researcher ← oz.ask_colleague acme-reviewer (job-57d8…\u002Facme-reviewer-40b9222f) answers: From my side: the cache is cold after every deploy.\n","text",[1874,2118,2115],{"__ignoreMap":1896},[1855,2120,2121],{},"When there is no answer the model reads why, and the job goes on:",[2123,2124,2125,2138],"table",{},[2126,2127,2128],"thead",{},[2129,2130,2131,2135],"tr",{},[2132,2133,2134],"th",{},"What happened",[2132,2136,2137],{},"What the model reads",[2139,2140,2141,2152,2167,2177,2187,2200],"tbody",{},[2129,2142,2143,2147],{},[2144,2145,2146],"td",{},"No such colleague runs in the tree",[2144,2148,2149],{},[1874,2150,2151],{},"no colleague named stranger runs in this job tree now; running: acme-reviewer (job-…)",[2129,2153,2154,2157],{},[2144,2155,2156],{},"The colleague does not answer",[2144,2158,2159,2162,2163,2166],{},[1874,2160,2161],{},"acme-reviewer does not answer colleagues' questions"," (it says ",[1874,2164,2165],{},"colleagues.answer: false",")",[2129,2168,2169,2172],{},[2144,2170,2171],{},"The colleague finished first",[2144,2173,2174],{},[1874,2175,2176],{},"… is not running any more",[2129,2178,2179,2182],{},[2144,2180,2181],{},"No answer in time",[2144,2183,2184],{},[1874,2185,2186],{},"no answer within 0:02:00",[2129,2188,2189,2195],{},[2144,2190,2191,2192],{},"The job asked its ",[1874,2193,2194],{},"max_questions",[2144,2196,2197],{},[1874,2198,2199],{},"acme-researcher asked as many questions as it may (5); go on with what you have",[2129,2201,2202,2207],{},[2144,2203,2204,2205],{},"Not in ",[1874,2206,2102],{},[2144,2208,2209],{},[1874,2210,2211],{},"acme-researcher may ask only: acme-reviewer, acme-lead",[1855,2213,2214],{},"A colleague answers at most four questions at once; more wait for their turn within their timeout. A shadow run answers no questions.",[2216,2217,2219],"h3",{"id":2218},"what-it-costs","What it costs",[1855,2221,2222,2223,2226,2227,2231,2232,2235],{},"The answering call goes through the gateway like any model call and is metered to the job that ",[2078,2224,2225],{},"asked",", on its ask step: the asker pays for its answers, within the tree's ",[1862,2228,2230],{"href":2229},"\u002Fbuild\u002Fparts\u002Fcontracts-and-limits\u002Fbudgets#budgets","budget"," and the owner's ",[1862,2233,2234],{"href":1535},"quotas",". A budget refusal is an answer that says so.",[2054,2237,2239],{"id":2238},"the-board","The board",[1855,2241,2242,2243,2246,2247,2250,2251,2254,2255,2258,2259,2258,2262,2265,2266,2269,2270,2273,2274,2277],{},"Every job of a tree shares one board, the root job's. ",[1874,2244,2245],{},"oz__board_write(text, kind?, tags?)"," pins a note: the platform records which job and agent wrote it and when, and gives it a number from 1. ",[1874,2248,2249],{},"kind"," is a short lowercase word, ",[1874,2252,2253],{},"note"," when unset: ",[1874,2256,2257],{},"finding",", ",[1874,2260,2261],{},"question",[1874,2263,2264],{},"decision"," and ",[1874,2267,2268],{},"verdict"," get colours of their own on the job page, and any other word works too. ",[1874,2271,2272],{},"oz__board_read(kinds?, tags?, after?, limit?, view?, budget?)"," returns the notes, oldest first, the newest 50 unless ",[1874,2275,2276],{},"limit"," says otherwise:",[1890,2279,2282],{"className":2280,"code":2281,"language":2116,"meta":1896},[2114],"2 of 2 notes on the board:\n#1 acme-reviewer (job-57d8…\u002Facme-reviewer-40b9222f), finding [db]: Reviewer: no index on orders.customer_id.\n#2 acme-researcher (job-57d8…\u002Facme-researcher-e289b60c), finding [perf]: Researcher: the page waits 2 s on the database.\n",[1874,2283,2281],{"__ignoreMap":1896},[1855,2285,2286],{},"A board holds at most 500 notes of at most 4,000 characters, with at most 8 tags each; a write to a full board tells the model so. A shadow run reads its own tree's board and writes nothing.",[2216,2288,2290],{"id":2289},"replacing-a-note-and-the-same-note-twice","Replacing a note, and the same note twice",[1855,2292,2293,2294,2297,2298,2301,2302,2305],{},"A finding changes as the work goes on. ",[1874,2295,2296],{},"oz__board_write(text, kind?, tags?, supersedes?)"," takes the number of an earlier note of the same tree that the new one replaces. Readers then get the newest note of each such chain: ",[1874,2299,2300],{},"oz__board_read"," leaves the replaced notes out unless the model asks for them with ",[1874,2303,2304],{},"chain: true",", and every note it shows says what it replaces and what replaced it:",[1890,2307,2310],{"className":2308,"code":2309,"language":2116,"meta":1896},[2114],"1 of 2 notes on the board:\n#2 acme-researcher (job-57d8…\u002Facme-researcher-e289b60c), finding [perf] (supersedes #1): The cache warms within two minutes of a deploy.\n",[1874,2311,2309],{"__ignoreMap":1896},[1855,2313,2314],{},"A note can be replaced once: a second note that names it is refused with the number of the note that replaced it, so a chain stays a line, and the model is told to replace that one instead. A note that names a number the board does not hold is refused too.",[1855,2316,2317,2318,2321],{},"The same note is not pinned twice. A write whose kind, tags (in any order, any case) and text (with its white space, case and closing punctuation set aside) match a current note of the tree's board (one no other note replaced) writes nothing and answers with that note's number, so three children that find the same thing leave one note. A note that says again what a replaced note said is written: the finding came back, and its own ",[1874,2319,2320],{},"supersedes"," link is kept. The platform keeps a keyed digest of each note to tell, never a plain one.",[1855,2323,2324,2325,2328],{},"Labels travel with both (",[1862,2326,2327],{"href":1153},"taint and labels","): a question carries the asker's labels into the colleague, which joins them before it answers, and the answer carries the colleague's labels back; a note keeps its writer's labels, and a job that reads the board joins those of the notes it read. A note written before labels existed reads as untrusted.",[1855,2330,2331,2332,2334,2335,2265,2338,2340,2341,2345],{},"A big board need not fill the model's context. ",[1874,2333,2300],{}," also takes ",[1874,2336,2337],{},"view",[1874,2339,2230],{},", the convention of ",[1862,2342,2344],{"href":2343},"\u002Fbuild\u002Fparts\u002Ftools\u002Fresults-and-files#results-that-fit-a-budget","results that fit a budget",", and the runtime gives every read a budget when the model leaves it out (at most 8,000 tokens, less as the agent's context fills up). The read then reaches the whole board, not only the newest 50, and answers with the biggest view that fits:",[2123,2347,2348,2358],{},[2126,2349,2350],{},[2129,2351,2352,2355],{},[2132,2353,2354],{},"View",[2132,2356,2357],{},"What comes back",[2139,2359,2360,2380,2396,2406],{},[2129,2361,2362,2367],{},[2144,2363,2364],{},[1874,2365,2366],{},"full",[2144,2368,2369,2370,2258,2373,2265,2376,2379],{},"Every note that matches ",[1874,2371,2372],{},"kinds",[1874,2374,2375],{},"tags",[1874,2377,2378],{},"after",", oldest first, as above",[2129,2381,2382,2387],{},[2144,2383,2384],{},[1874,2385,2386],{},"section",[2144,2388,2389,2390,2392,2393,2395],{},"The newest of the notes of the ",[1874,2391,2372],{}," or ",[1874,2394,2375],{}," it names that fit, whole, and how many older ones were left out",[2129,2397,2398,2403],{},[2144,2399,2400],{},[1874,2401,2402],{},"summary",[2144,2404,2405],{},"One line per note: its number, author, kind, tags and first sentence",[2129,2407,2408,2413],{},[2144,2409,2410],{},[1874,2411,2412],{},"stub",[2144,2414,2415],{},"How many notes the board holds, by kind and by tag, and the newest note's number",[1855,2417,2418,2419,2392,2421,2423,2424,2426,2427,2426,2429,2431,2432,2434,2435,2437,2438,2437,2440,1877],{},"A read without ",[1874,2420,2372],{},[1874,2422,2375],{}," falls from ",[1874,2425,2366],{}," to ",[1874,2428,2402],{},[1874,2430,2412],{},". A read with them is ",[1874,2433,2366],{}," when every matching note fits, and otherwise falls to ",[1874,2436,2386],{},", then ",[1874,2439,2402],{},[1874,2441,2412],{},[1855,2443,2444,2445,2447,2448,2450],{},"With no budget at all, as in a flow step that names a ",[1874,2446,2337],{},", an answer still holds at most 50,000 tokens and 200,000 characters, and any answer holds at most 8 characters for each token of its budget, so notes made of white space are not mistaken for short ones. The node fits the board, so the job's history keeps only what the model read. ",[1874,2449,2276],{}," still caps the notes a read takes.",[2054,2452,2454],{"id":2453},"harness-agents","Harness agents",[1855,2456,2457,2458,2461,2462,2465,2466,2469,2470,2473,2474,2258,2477,2265,2480,2483,2484,2486,2487,2258,2490,2265,2493,2495,2496,2499,2500,2503],{},"A ",[1862,2459,2460],{"href":793},"harness agent"," lists the same tools in ",[1874,2463,2464],{},"tools:",". A harness that asks before each tool call (",[1874,2467,2468],{},"permissions: true",") offers them to its session, and the job's workflow runs each call, as it runs ",[1874,2471,2472],{},"oz.ask_user",". The Claude harness offers them as ",[1874,2475,2476],{},"mcp__oz__ask_colleague",[1874,2478,2479],{},"mcp__oz__board_write",[1874,2481,2482],{},"mcp__oz__board_read",". A harness colleague answers from its task and what its session streamed so far. An ACP harness offers them from its ",[1874,2485,1714],{}," MCP server (as ",[1874,2488,2489],{},"oz__ask_colleague",[1874,2491,2492],{},"oz__board_write",[1874,2494,2300],{},"), whose calls the job's workflow runs the same way. ",[1862,2497,2498],{"href":915},"Remote agents"," do not offer them yet, and ",[1874,2501,2502],{},"plugin lint"," warns when such an agent lists them.",[1855,2505,2506,2507,2510],{},"An ",[1874,2508,2509],{},"openai-agents"," agent lists the same tools and calls them as a Pydantic AI agent does. The SDK keeps its conversation inside its run, so such an agent answers a colleague's question from its task and what it streamed so far, as a harness agent does.",[2054,2512,2514],{"id":2513},"seeing-it","Seeing it",[1867,2516,2517,2524,2550],{},[1870,2518,2519,2520,2523],{},"The job page has a ",[2078,2521,2522],{},"Board"," tab once an agent of the tree wrote to it: the notes as a timeline, filtered by kind or agent, with the job's own notes marked.",[1870,2525,2526,2527,2530,2531,2534,2535,2538,2539,2542,2543,2258,2546,2549],{},"The trace of each job shows its questions as ",[1874,2528,2529],{},"colleague"," steps (",[1874,2532,2533],{},"asks acme-reviewer",", with the answer's cost), the questions it answered (",[1874,2536,2537],{},"question from acme-researcher",", and the ",[1874,2540,2541],{},"answers acme-researcher"," model call), and its board steps (",[1874,2544,2545],{},"write finding",[1874,2547,2548],{},"read",").",[1870,2551,2552],{},"The CLI:",[1890,2554,2558],{"className":2555,"code":2556,"language":2557,"meta":1896,"style":1896},"language-bash shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","oz0 job board job-57d8d481-6263-4c75-bc6f-5e1f5078dfb8\n","bash",[1874,2559,2560],{"__ignoreMap":1896},[1900,2561,2562,2565,2568,2571],{"class":1902,"line":1903},[1900,2563,1714],{"class":2564},"sBMFI",[1900,2566,2567],{"class":1914}," job",[1900,2569,2570],{"class":1914}," board",[1900,2572,2573],{"class":1914}," job-57d8d481-6263-4c75-bc6f-5e1f5078dfb8\n",[1890,2575,2578],{"className":2576,"code":2577,"language":2116,"meta":1896},[2114],"The board of job-57d8d481-6263-4c75-bc6f-5e1f5078dfb8: 2 of at most 500 notes.\n#  WRITTEN              AGENT       KIND     JOB                                                           NOTE\n1  2026-10-06 16:12:16  acme-reviewer    finding  job-57d8d481-6263-4c75-bc6f-5e1f5078dfb8\u002Facme-reviewer-40b9222f    Reviewer: no index on orders.customer_id. [db]\n2  2026-10-06 16:12:16  acme-researcher  finding  job-57d8d481-6263-4c75-bc6f-5e1f5078dfb8\u002Facme-researcher-e289b60c  Researcher: the page waits 2 s on the database. [perf]\n",[1874,2579,2577],{"__ignoreMap":1896},[1855,2581,2582,2583,2265,2586,2589,2590,2593],{},"The CLI lists every note, with ",[1874,2584,2585],{},"(supersedes #n)",[1874,2587,2588],{},"(superseded by #n)"," before a note that is part of a chain; ",[1874,2591,2592],{},"--newest"," shows only the newest note of each chain, as agents read the board.",[2054,2595,2597],{"id":2596},"who-sees-the-notes","Who sees the notes",[1855,2599,2600,2601,2604,2605,2608],{},"The notes are the job's content: their text and tags need the content permission, as a step's input and output do, and each view of them is in the audit log (",[1874,2602,2603],{},"job.board.read","). Readers without it see who wrote what kind of note when. The board is kept with the tenant's other job data: backups hold it, ",[1862,2606,2607],{"href":1122},"retention"," deletes notes past the tenant's days, and erasing a data subject deletes the boards of the subject's job trees.",[2610,2611,2612],"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 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 .sbssI, html code.shiki .sbssI{--shiki-light:#F76D47;--shiki-default:#F78C6C;--shiki-dark:#F78C6C}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 .sBMFI, html code.shiki .sBMFI{--shiki-light:#E2931D;--shiki-default:#FFCB6B;--shiki-dark:#FFCB6B}",{"title":1896,"searchDepth":1918,"depth":1918,"links":2614},[2615,2618,2621,2622,2623],{"id":2056,"depth":1918,"text":2057,"children":2616},[2617],{"id":2218,"depth":1929,"text":2219},{"id":2238,"depth":1918,"text":2239,"children":2619},[2620],{"id":2289,"depth":1929,"text":2290},{"id":2453,"depth":1918,"text":2454},{"id":2513,"depth":1918,"text":2514},{"id":2596,"depth":1918,"text":2597},"Let agents of one job tree ask each other questions while they run, and share notes and findings on a board.","md",null,{"audience":2628,"doc_type":2629},"people running and reviewing agents","how-to",{"icon":249},{"title":246,"description":2624},"oSQo7Lbw_kIQcH0T3sg_jf0Y0IczMW9RSqqwhBolgww",[2634,2636],{"title":241,"path":242,"stem":243,"description":2635,"icon":244,"children":-1},"Let an agent hand a task to another agent, on another machine, under the same job.",{"title":251,"path":252,"stem":253,"description":2637,"icon":249,"children":-1},"Continue a job with a follow-up message. Each turn is a new durable, metered job that gets the earlier turns.",1794442943013]