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Droplet","/runners/do-droplet","23.runners/12.do-droplet",{"title":714,"path":715,"stem":716,"icon":285},"Magalu Cloud VM","/runners/magalu-vm","23.runners/13.magalu-vm",{"title":101,"path":718,"stem":719,"icon":720},"/runners/devkit","23.runners/14.devkit","i-lucide-laptop",{"title":722,"path":723,"stem":724,"icon":725},"Purposes & integrations","/runners/purposes","23.runners/16.purposes","i-lucide-layers",{"title":727,"path":728,"stem":729,"icon":241},"Fargate","/runners/fargate","23.runners/2.fargate",{"title":731,"path":732,"stem":733,"icon":241},"EC2 Auto Scaling","/runners/ec2-auto-scaling","23.runners/3.ec2-auto-scaling",{"title":735,"path":736,"stem":737,"icon":241},"EC2 VM","/runners/ec2-vm","23.runners/4.ec2-vm",{"title":287,"path":739,"stem":740,"icon":290},"/runners/kubernetes","23.runners/5.kubernetes",{"title":742,"path":743,"stem":744,"icon":280},"Azure Container Apps","/runners/azure-container-apps","23.runners/6.azure-container-apps",{"title":746,"path":747,"stem":748,"icon":280},"Azure VMSS","/runners/azure-vmss","23.runners/7.azure-vmss",{"title":750,"path":751,"stem":752,"icon":280},"Azure VM","/runners/azure-vm","23.runners/8.azure-vm",{"title":754,"path":755,"stem":756,"icon":275},"GCE","/runners/gce","23.runners/9.gce",{"title":758,"path":759,"stem":760,"children":761,"icon":763},"Chat","/chat","24.chat/01.index",[762,764,768,773,777,782,787,791,796,800,805,810,814,819,824,828,832,836,840,845],{"title":758,"path":759,"stem":760,"icon":763},"i-lucide-messages-square",{"title":765,"path":766,"stem":767,"icon":446},"Enable and publish","/chat/enable-and-publish","24.chat/02.enable-and-publish",{"title":769,"path":770,"stem":771,"icon":772},"Theme and customization","/chat/theme-and-customization","24.chat/03.theme-and-customization","i-lucide-palette",{"title":774,"path":775,"stem":776,"icon":85},"Members and moderation","/chat/members-and-moderation","24.chat/04.members-and-moderation",{"title":778,"path":779,"stem":780,"icon":781},"Channels","/chat/channels","24.chat/05.channels","i-lucide-hash",{"title":783,"path":784,"stem":785,"icon":786},"Using the chat","/chat/using-the-chat","24.chat/06.using-the-chat","i-lucide-message-circle",{"title":788,"path":789,"stem":790,"icon":44},"Actors in chat","/chat/actors-in-chat","24.chat/07.actors-in-chat",{"title":792,"path":793,"stem":794,"icon":795},"Internal support actor","/chat/internal-support-actor","24.chat/08.internal-support-actor","i-lucide-life-buoy",{"title":797,"path":798,"stem":799,"icon":104},"API and console","/chat/api-and-console","24.chat/09.api-and-console",{"title":801,"path":802,"stem":803,"icon":804},"Limits","/chat/limits","24.chat/10.limits","i-lucide-triangle-alert",{"title":806,"path":807,"stem":808,"icon":809},"Structured chat with DGI","/chat/structured-chat","24.chat/11.structured-chat","i-lucide-layout-list",{"title":811,"path":812,"stem":813,"icon":109},"Option A: hosted chat with DGI","/chat/option-a-hosted-chat","24.chat/12.option-a-hosted-chat",{"title":815,"path":816,"stem":817,"icon":818},"Option B: embed the chat component","/chat/option-b-embed-component","24.chat/13.option-b-embed-component","i-lucide-component",{"title":820,"path":821,"stem":822,"icon":823},"Option C: custom client (wire contract)","/chat/option-c-custom-client","24.chat/14.option-c-custom-client","i-lucide-braces",{"title":825,"path":826,"stem":827,"icon":394},"Responder configuration reference","/chat/responder-reference","24.chat/15.responder-reference",{"title":829,"path":830,"stem":831,"icon":547},"Cards, live updates and proactive posts","/chat/cards-live-and-proactive","24.chat/16.cards-live-and-proactive",{"title":833,"path":834,"stem":835,"icon":16},"Structured chat security model","/chat/structured-chat-security","24.chat/17.structured-chat-security",{"title":837,"path":838,"stem":839,"icon":181},"Option D: any app or API (dgi.chat)","/chat/option-d-chat-api","24.chat/18.option-d-chat-api",{"title":841,"path":842,"stem":843,"icon":844},"Card catalog","/chat/card-catalog","24.chat/19.card-catalog","i-lucide-layout-grid",{"title":846,"path":847,"stem":848,"icon":849},"Living Surfaces","/chat/living-surfaces","24.chat/20.living-surfaces","i-lucide-sprout",{"title":851,"path":852,"stem":853,"children":854,"icon":61},"DGI","/dgi","25.dgi/1.index",[855,857,862,866,870,874],{"title":856,"path":852,"stem":853,"icon":61},"What is DGI",{"title":858,"path":859,"stem":860,"icon":861},"How DGI works","/dgi/how-it-works","25.dgi/2.how-it-works","i-lucide-cog",{"title":863,"path":864,"stem":865,"icon":844},"Interfaces","/dgi/interfaces","25.dgi/3.interfaces",{"title":867,"path":868,"stem":869,"icon":29},"Quickstart","/dgi/quickstart","25.dgi/4.quickstart",{"title":871,"path":872,"stem":873,"icon":16},"Trust and safety","/dgi/trust-and-safety","25.dgi/5.trust-and-safety",{"title":875,"path":876,"stem":877,"icon":878},"FAQ","/dgi/faq","25.dgi/6.faq","i-lucide-circle-help",{"id":880,"title":46,"body":881,"description":1809,"extension":1810,"links":1811,"meta":1812,"navigation":1813,"path":47,"seo":1814,"stem":48,"__hash__":1815},"docs/03.concepts/01.index.md",{"type":882,"value":883,"toc":1798},"minimark",[884,889,931,956,960,1032,1037,1061,1065,1168,1172,1395,1399,1404,1696,1706,1710,1721,1733,1737,1784],[885,886,888],"h2",{"id":887},"tldr","TL;DR",[890,891,892,900,910,916,925],"ul",{},[893,894,895,899],"li",{},[896,897,898],"strong",{},"Every capability is a workflow."," Provisioning, deploying, messaging, querying, invoicing: each is a registered, schema-typed workflow.",[893,901,902,905,906,909],{},[896,903,904],{},"Same engine, several doors."," Console, SDKs, DGI, and AI assistants over the ",[896,907,908],{},"MCP server"," all drive one event-sourced engine.",[893,911,912,915],{},[896,913,914],{},"AI designs, the engine executes, your cloud does the work."," Compositions compile AI reasoning out of the hot path. Runners live in your accounts.",[893,917,918,921,922,924],{},[896,919,920],{},"Governance, memory, and markets are first class."," Staff governs agent fleets. Lumen observes. Engram remembers. ",[896,923,111],{}," is how orgs hire each other's actors.",[893,926,927,930],{},[896,928,929],{},"Read in order."," The pages below build on each other. Each one ends with prompts to try and a \"For AI agents\" contract.",[932,933,934],"tip",{},[935,936,937,940,941,946,947,950,951,955],"p",{},[896,938,939],{},"Running actors this week?"," Concepts here stay the model. The customer path — model provider, agent runner group, hire, sessions, tokens, coding agents — is ",[896,942,943],{},[944,945,572],"a",{"href":573},". ",[896,948,949],{},"Hiring another org's actor"," is ",[896,952,953],{},[944,954,111],{"href":671},".",[885,957,959],{"id":958},"the-model-in-one-breath","The model in one breath",[961,962,963],"blockquote",{},[935,964,965,966,969,970,973,974,978,979,982,983,946,986,988,989,992,993,996,997,1000,1001,1004,1005,1007,1008,1012,1013,1015,1016,1018,1019,1021,1022,1024,1025,1028,1029,955],{},"A ",[896,967,968],{},"workflow"," is a capability with a typed input and output contract. Starting one creates a ",[896,971,972],{},"run"," with its own ",[975,976,977],"code",{},"workflow_id"," that you watch, inspect, and retry. ",[896,980,981],{},"AI assistants"," discover and invoke capabilities over ",[896,984,985],{},"MCP",[896,987,851],{}," turns intent into a plan; that plan compiles into a ",[896,990,991],{},"composition",", your deterministic logic with no code. Each agent is an ",[896,994,995],{},"agent config"," (skills, tools, budget) launched as sessions on your ",[896,998,999],{},"runners",", and ",[896,1002,1003],{},"Staff"," governs those agents with org structure, approvals, and oversight. ",[896,1006,111],{}," is the labor market for those actors across organizations. Cloud runs execute inside ",[1009,1010,1011],"em",{},"your"," cloud account. ",[896,1014,437],{}," observes. ",[896,1017,97],{}," is what agents remember. ",[896,1020,92],{}," is declared app state. ",[896,1023,106],{}," is opt-in hosting. ",[896,1026,1027],{},"Identity"," scopes it all to an organization and, for apps you build, to your ",[896,1030,1031],{},"end-users",[1033,1034],"dag-diagram",{":edges":1035,":nodes":1036},"[{\"from\":\"AGENT\",\"to\":\"WF\",\"label\":\"discover + invoke\"},{\"from\":\"DGI\",\"to\":\"COMP\",\"label\":\"compiles to\"},{\"from\":\"COMP\",\"to\":\"WF\"},{\"from\":\"STAFF\",\"to\":\"AGENT\",\"label\":\"approvals + oversight\",\"dashed\":true},{\"from\":\"WF\",\"to\":\"RUNNER\",\"label\":\"run\"},{\"from\":\"RUNNER\",\"to\":\"LUMEN\"},{\"from\":\"IDENT\",\"to\":\"WF\",\"label\":\"scopes\",\"dashed\":true},{\"from\":\"IDENT\",\"to\":\"ENDUSER\",\"label\":\"exposes to\",\"dashed\":true}]","[{\"id\":\"AGENT\",\"label\":\"AI assistants (MCP)\",\"kind\":\"ai\"},{\"id\":\"DGI\",\"label\":\"DGI\",\"sub\":\"designs intent\",\"kind\":\"ai\"},{\"id\":\"COMP\",\"label\":\"Composition\",\"sub\":\"deterministic virtual workflow\",\"kind\":\"engine\"},{\"id\":\"WF\",\"label\":\"Workflows\",\"sub\":\"typed capabilities\",\"kind\":\"engine\"},{\"id\":\"STAFF\",\"label\":\"Staff\",\"sub\":\"governance\",\"kind\":\"engine\"},{\"id\":\"RUNNER\",\"label\":\"Runner\",\"sub\":\"in YOUR cloud\",\"kind\":\"cloud\"},{\"id\":\"LUMEN\",\"label\":\"Lumen\",\"sub\":\"observability\",\"kind\":\"data\"},{\"id\":\"IDENT\",\"label\":\"Identity\",\"kind\":\"engine\"},{\"id\":\"ENDUSER\",\"label\":\"Your end-users\",\"sub\":\"Sign in with Orkestia\",\"kind\":\"terminal\"}]",[1038,1039,1040],"note",{},[935,1041,1042,1045,1046,1049,1050,1053,1054,1057,1058,955],{},[896,1043,1044],{},"Privacy by construction."," Orkestia stores workflow ",[896,1047,1048],{},"state",", ",[896,1051,1052],{},"observability"," data, and the encrypted ",[896,1055,1056],{},"connection credentials"," you grant, not your code and not your data plane. Runs execute in your accounts on runners you own. See ",[944,1059,1060],{"href":139},"Security & compliance",[885,1062,1064],{"id":1063},"read-in-this-order","Read in this order",[1066,1067,1068,1075,1081,1087,1093,1099,1105,1111,1117,1123,1129,1143,1149,1157,1162],"card-group",{},[1069,1070,1072],"card",{"icon":56,"title":1071,"to":54},"1. Workflows",[935,1073,1074],{},"Types vs runs, the event-sourced state machine, DAGs, and compositions. The primitive everything else uses.",[1069,1076,1078],{"icon":11,"title":1077,"to":59},"2. DGI",[935,1079,1080],{},"The Dialog Generative Interface: intent in, validated plan out, compiled to a deterministic composition.",[1069,1082,1084],{"icon":16,"title":1083,"to":64},"3. Staff",[935,1085,1086],{},"Governance for fleets of AI agents: org structure, engine-enforced RBAC, approvals, audit.",[1069,1088,1090],{"icon":44,"title":1089,"to":69},"4. Agents",[935,1091,1092],{},"What an AI worker is: config, workflow-backed skills, MCP servers, memory, budget, sessions.",[1069,1094,1096],{"icon":136,"title":1095,"to":73},"5. Runners",[935,1097,1098],{},"Execution environments in your cloud, with reconcile-loop scaling and self-healing.",[1069,1100,1102],{"icon":80,"title":1101,"to":78},"6. Lumen",[935,1103,1104],{},"Telemetry store: ingest, error groups, traces, metrics, and the Lumen MCP.",[1069,1106,1108],{"icon":85,"title":1107,"to":83},"7. Identity",[935,1109,1110],{},"Members vs end-users, automatic org scoping, \"Sign in with Orkestia\".",[1069,1112,1114],{"icon":90,"title":1113,"to":88},"8. Billing & seats",[935,1115,1116],{},"Subscription, seats for humans and AI actors, end-user seats, add-ons, budgets.",[1069,1118,1120],{"icon":95,"title":1119,"to":93},"9. App Data",[935,1121,1122],{},"Declared app tables with injected principals. End-users never send SQL; operators use Query.",[1069,1124,1126],{"icon":109,"title":1125,"to":107},"10. App Host",[935,1127,1128],{},"Opt-in site hosting: website, App Data, Files on site MinIO, Nostr Buzz on a second hostname.",[1069,1130,1132],{"icon":61,"title":1131,"to":98},"11. Engram",[935,1133,1134,1135,1138,1139,1142],{},"Agent memory: fingerprint dedupe, ",[975,1136,1137],{},"last_k"," and ",[975,1140,1141],{},"pack"," recall.",[1069,1144,1146],{"icon":104,"title":1145,"to":102},"12. DevKit",[935,1147,1148],{},"Local CLI for webhook redirect, the coding runner, tickets, and compositions.",[1069,1150,1152],{"icon":114,"title":1151,"to":112},"13. Agent Exchange",[935,1153,1154,1155,955],{},"Hire and list Staff actors across orgs. Ledger, not funds. Operator path: ",[944,1156,111],{"href":671},[1069,1158,1159],{"icon":763,"title":758,"to":759},[935,1160,1161],{},"Chat spaces for identity apps: end users sign in with their app identity, Staff actors answer in the conversation.",[1069,1163,1165],{"icon":198,"title":1164,"to":196},"Hybrid execution model",[935,1166,1167],{},"The advanced track: why intent and execution are decoupled.",[885,1169,1171],{"id":1170},"how-the-pieces-relate","How the pieces relate",[1173,1174,1175,1194],"table",{},[1176,1177,1178],"thead",{},[1179,1180,1181,1185,1188,1191],"tr",{},[1182,1183,1184],"th",{},"Concept",[1182,1186,1187],{},"One-line role",[1182,1189,1190],{},"In your cloud?",[1182,1192,1193],{},"Stored by Orkestia",[1195,1196,1197,1212,1225,1238,1251,1263,1276,1290,1306,1319,1331,1344,1357,1370,1382],"tbody",{},[1179,1198,1199,1203,1206,1209],{},[1200,1201,1202],"td",{},"Workflow / run",[1200,1204,1205],{},"A typed capability and its execution",[1200,1207,1208],{},"Executes in your cloud",[1200,1210,1211],{},"State and history",[1179,1213,1214,1216,1219,1222],{},[1200,1215,908],{},[1200,1217,1218],{},"The assistant door onto the engine",[1200,1220,1221],{},"No (control plane)",[1200,1223,1224],{},"Nothing beyond the runs it starts",[1179,1226,1227,1229,1232,1235],{},[1200,1228,851],{},[1200,1230,1231],{},"AI that designs workflow plans from intent",[1200,1233,1234],{},"No (reasoning)",[1200,1236,1237],{},"Plan artifacts",[1179,1239,1240,1243,1246,1248],{},[1200,1241,1242],{},"Composition",[1200,1244,1245],{},"Your deterministic, no-code logic",[1200,1247,1208],{},[1200,1249,1250],{},"Definition and state",[1179,1252,1253,1255,1258,1260],{},[1200,1254,1003],{},[1200,1256,1257],{},"Governance for AI agents",[1200,1259,1221],{},[1200,1261,1262],{},"Org structure, approvals",[1179,1264,1265,1267,1270,1273],{},[1200,1266,111],{},[1200,1268,1269],{},"Cross-org hire of Staff actors",[1200,1271,1272],{},"Execution stays in each party's cloud",[1200,1274,1275],{},"Listings, deals, leases, ledger — not funds",[1179,1277,1278,1281,1284,1287],{},[1200,1279,1280],{},"Agents",[1200,1282,1283],{},"Config, skills, sessions",[1200,1285,1286],{},"Sessions run in your cloud",[1200,1288,1289],{},"Configs, session state, cost entries",[1179,1291,1292,1295,1298,1303],{},[1200,1293,1294],{},"Runner",[1200,1296,1297],{},"Where execution physically happens",[1200,1299,1300],{},[896,1301,1302],{},"Yes, your account",[1200,1304,1305],{},"Connection metadata only",[1179,1307,1308,1310,1313,1316],{},[1200,1309,437],{},[1200,1311,1312],{},"Observability over runs",[1200,1314,1315],{},"No",[1200,1317,1318],{},"Telemetry you send, derived groups and traces",[1179,1320,1321,1323,1326,1328],{},[1200,1322,1027],{},[1200,1324,1325],{},"Org and end-user scoping",[1200,1327,1315],{},[1200,1329,1330],{},"Identity records",[1179,1332,1333,1336,1339,1341],{},[1200,1334,1335],{},"Billing and seats",[1200,1337,1338],{},"Subscription, seats, usage",[1200,1340,1315],{},[1200,1342,1343],{},"Subscription and usage records",[1179,1345,1346,1348,1351,1354],{},[1200,1347,92],{},[1200,1349,1350],{},"Declared app rows (opt-in data plane)",[1200,1352,1353],{},"No (platform store)",[1200,1355,1356],{},"Virtual structures, records, serving instances",[1179,1358,1359,1361,1364,1367],{},[1200,1360,106],{},[1200,1362,1363],{},"Opt-in website / process / Buzz",[1200,1365,1366],{},"Shared Orkestia pool when you claim a site",[1200,1368,1369],{},"Site metadata, not your zip as source",[1179,1371,1372,1374,1377,1379],{},[1200,1373,97],{},[1200,1375,1376],{},"Agent memory",[1200,1378,1315],{},[1200,1380,1381],{},"Memories and recalls",[1179,1383,1384,1386,1389,1392],{},[1200,1385,101],{},[1200,1387,1388],{},"Local CLI",[1200,1390,1391],{},"Runs on your machine",[1200,1393,1394],{},"Config and API token only",[885,1396,1398],{"id":1397},"concept-to-mcp-map","Concept to MCP map",[935,1400,1401,1402,955],{},"If you drive Orkestia from an assistant, this is where each concept surfaces on the ",[944,1403,908],{"href":42},[1173,1405,1406,1418],{},[1176,1407,1408],{},[1179,1409,1410,1412,1415],{},[1182,1411,1184],{},[1182,1413,1414],{},"Namespaces you will see",[1182,1416,1417],{},"Tools and resources that matter",[1195,1419,1420,1445,1470,1490,1508,1523,1545,1560,1582,1604,1620,1645,1661,1673],{},[1179,1421,1422,1424,1427],{},[1200,1423,53],{},[1200,1425,1426],{},"everything",[1200,1428,1429,1049,1432,1049,1435,1049,1438,1441,1442],{},[975,1430,1431],{},"list_workflow_types",[975,1433,1434],{},"get_workflow_schema",[975,1436,1437],{},"start_workflow",[975,1439,1440],{},"watch_workflow","; ",[975,1443,1444],{},"concept://workflow-types-vs-instances",[1179,1446,1447,1450,1462],{},[1200,1448,1449],{},"Compositions",[1200,1451,1452,1049,1455,1458,1459],{},[975,1453,1454],{},"composition.*",[975,1456,1457],{},"control.*","; saved ones run as ",[975,1460,1461],{},"virtual.\u003Cuuid>@\u003Cversion>",[1200,1463,1464,1441,1467],{},[975,1465,1466],{},"get_workflow_dag",[975,1468,1469],{},"concept://dag",[1179,1471,1472,1474,1485],{},[1200,1473,851],{},[1200,1475,1476,1049,1479,1049,1482],{},[975,1477,1478],{},"dgi.*",[975,1480,1481],{},"ai.*",[975,1483,1484],{},"chat.*",[1200,1486,1487],{},[975,1488,1489],{},"get_workflow_definition",[1179,1491,1492,1494,1502],{},[1200,1493,1003],{},[1200,1495,1496,1049,1499],{},[975,1497,1498],{},"staff.*",[975,1500,1501],{},"audit.*",[1200,1503,1504,1507],{},[975,1505,1506],{},"audit.workflow-run.query"," for evidence",[1179,1509,1510,1512,1520],{},[1200,1511,111],{},[1200,1513,1514,1049,1517],{},[975,1515,1516],{},"exchange.*",[975,1518,1519],{},"data.exchange.*",[1200,1521,1522],{},"List then schema; never pass the other org's UUID",[1179,1524,1525,1527,1532],{},[1200,1526,1280],{},[1200,1528,1529],{},[975,1530,1531],{},"agents.*",[1200,1533,1534,1535,1138,1538,1541,1542],{},"agent tokens return ",[975,1536,1537],{},"agent_uuid",[975,1539,1540],{},"staff_actor_uuid"," from ",[975,1543,1544],{},"whoami",[1179,1546,1547,1549,1554],{},[1200,1548,694],{},[1200,1550,1551],{},[975,1552,1553],{},"runner.*",[1200,1555,1556,1559],{},[975,1557,1558],{},"list_stuck_workflows"," for stalled provisioning",[1179,1561,1562,1564,1570],{},[1200,1563,437],{},[1200,1565,1566,1567],{},"separate server at ",[975,1568,1569],{},"mcp-lumen.orkestia.dev",[1200,1571,1572,1049,1575,1049,1578,1581],{},[975,1573,1574],{},"list_logs",[975,1576,1577],{},"get_trace",[975,1579,1580],{},"resolve_error_group",", and more",[1179,1583,1584,1586,1594],{},[1200,1585,1027],{},[1200,1587,1588,1049,1591],{},[975,1589,1590],{},"identity.*",[975,1592,1593],{},"connection.*",[1200,1595,1596,1441,1598,1441,1601],{},[975,1597,1544],{},[975,1599,1600],{},"rule://authenticated-context",[975,1602,1603],{},"rule://orkestia-auth-setup",[1179,1605,1606,1609,1617],{},[1200,1607,1608],{},"Billing",[1200,1610,1611,1049,1614],{},[975,1612,1613],{},"subscription.*",[975,1615,1616],{},"stripe.*",[1200,1618,1619],{},"reads are safe; confirm mutations",[1179,1621,1622,1624,1638],{},[1200,1623,92],{},[1200,1625,1626,1049,1629,1049,1632,1049,1635],{},[975,1627,1628],{},"data.appdata.*",[975,1630,1631],{},"appdata.instance.*",[975,1633,1634],{},"appdata.credential.*",[975,1636,1637],{},"appdata.query.*",[1200,1639,1640,1641,1644],{},"reads in ",[975,1642,1643],{},"data.*"," are safe to start; instance provision is a mutation",[1179,1646,1647,1649,1654],{},[1200,1648,106],{},[1200,1650,1651],{},[975,1652,1653],{},"apphost.*",[1200,1655,1656,1657,1660],{},"claim/publish need a ",[896,1658,1659],{},"live"," Identity app; never echo DSNs or relay keys",[1179,1662,1663,1665,1670],{},[1200,1664,97],{},[1200,1666,1667],{},[975,1668,1669],{},"agents.memory-*",[1200,1671,1672],{},"flags live on the agent config",[1179,1674,1675,1677,1685],{},[1200,1676,758],{},[1200,1678,1679,1049,1682],{},[975,1680,1681],{},"buzz.*",[975,1683,1684],{},"data.buzz.*",[1200,1686,1687,1690,1691,1693,1694],{},[975,1688,1689],{},"buzz.space.status"," and featured ",[975,1692,1684],{}," reads are safe; admin verbs need a person. See ",[944,1695,758],{"href":759},[932,1697,1698],{},[935,1699,1700,1703,1704,955],{},[896,1701,1702],{},"Two producers, one consumer."," DGI (AI) and compositions (deterministic) both produce workflow plans. The engine is the single consumer that runs them. An AI-designed flow and a hand-built composition compile to the same DAG shape. See ",[944,1705,1164],{"href":196},[885,1707,1709],{"id":1708},"ask-your-ai-assistant","Ask your AI assistant",[1711,1712,1719],"pre",{"className":1713,"code":1715,"filename":1716,"language":1717,"meta":1718},[1714],"language-text","Read concept://product and give me the concept map of my organization: which namespaces are active and what each domain does.\n\nExplain, with concept://workflow-types-vs-instances, why the catalog total is not the number of workflows that ran.\n\nList my recent runs across all types and group them by concept: infrastructure, deploy, agents, data.\n","prompts","text","",[975,1720,1715],{"__ignoreMap":1718},[1722,1723,1724],"warning",{},[935,1725,1726,1727,955],{},"DGI-driven design and self-healing runner reconciliation are alpha and evolving. Capabilities are described here at the model level; the authoritative per-workflow contract lives in the ",[944,1728,1732],{"href":1729,"rel":1730},"https://reference.orkestia.dev",[1731],"nofollow","workflow reference",[885,1734,1736],{"id":1735},"where-this-leads","Where this leads",[1066,1738,1739,1745,1751,1756,1763,1769,1775],{},[1069,1740,1742],{"icon":44,"title":1741,"to":42},"Connect an AI assistant",[935,1743,1744],{},"Client configs, first prompts, and the prompt library.",[1069,1746,1748],{"icon":66,"title":1747,"to":573},"Run agents & actors",[935,1749,1750],{},"Hire a Staff actor, attach skills, launch a session on an agent runner group.",[1069,1752,1753],{"icon":114,"title":111,"to":671},[935,1754,1755],{},"List those actors, or hire one another org published.",[1069,1757,1760],{"icon":1758,"title":1759,"to":124},"i-lucide-wand-2","Build with DGI",[935,1761,1762],{},"From a natural-language goal to a compiled composition.",[1069,1764,1766],{"icon":162,"title":1765,"to":1729},"Browse the full catalog",[935,1767,1768],{},"Every workflow type with its typed schema, prerequisites, and outputs.",[1069,1770,1772],{"icon":514,"title":1771,"to":420},"Expose workflows to end-users",[935,1773,1774],{},"Build a multi-tenant app with \"Sign in with Orkestia\".",[1069,1776,1777],{"icon":476,"title":471,"to":472},[935,1778,1779,1780,1783],{},"Node and Python workflow clients; ",[975,1781,1782],{},"@orkestia/auth"," for end-users.",[935,1785,1786,1787,1790,1791,1794,1795,955],{},"For deeper tracks see the ",[944,1788,1789],{"href":117},"guides",", the ",[944,1792,1793],{"href":189},"advanced"," section, and ",[944,1796,1797],{"href":216},"operations",{"title":1718,"searchDepth":1799,"depth":1800,"links":1801},1,2,[1802,1803,1804,1805,1806,1807,1808],{"id":887,"depth":1800,"text":888},{"id":958,"depth":1800,"text":959},{"id":1063,"depth":1800,"text":1064},{"id":1170,"depth":1800,"text":1171},{"id":1397,"depth":1800,"text":1398},{"id":1708,"depth":1800,"text":1709},{"id":1735,"depth":1800,"text":1736},"The mental model behind Orkestia, workflows, MCP, DGI, Staff, agents, Agent Exchange, runners, Lumen, identity, billing, App Data, App Host, Engram, and DevKit, with a reading order and a map from each concept to its MCP namespaces and tools","md",null,{},{"icon":51},{"title":46,"description":1809},"LcG5hgmc1ux0jxLFCGWr1dGOvWftvMRNSxUu9rBsZU4",[1817,1819],{"title":41,"path":42,"stem":43,"description":1818,"icon":44,"children":-1},"Plug Claude, ChatGPT, Cursor, Claude Code, or any MCP client into the Orkestia MCP server, then run your first workflow by talking. Includes a prompt library and the rules the server gives your assistant",{"title":53,"path":54,"stem":55,"description":1820,"icon":56,"children":-1},"The execution model in depth. Workflow types versus runs, the event-sourced state machine, DAGs, how an assistant drives it over MCP, and compositions that compile into deterministic engine config",1790354035157]