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Do not use it to draft tickets, write code, or run a tool loop. Those stay on an LLM connection via ",[894,895,896],"code",{},"ai.chat",".",[885,899,900,901,904,905,897],{},"Connect the key first: ",[902,903,292],"a",{"href":293},". The only featured workflow is ",[902,906,910],{"href":907,"rel":908},"https://reference.orkestia.dev/typesafe/",[909],"nofollow",[894,911,912],{},"typesafe.systemone.evaluate",[914,915,916],"note",{},[885,917,918,921,922,924],{},[889,919,920],{},"Live today:"," the connection and ",[894,923,912],{},". Everything below is that same atomic, placed as a step. There is no separate TypeSafe app, and Staff does not auto-triage the inbox with Jev until you compose it.",[926,927,929],"h2",{"id":928},"what-to-use-where","What to use where",[931,932,933,949],"table",{},[934,935,936],"thead",{},[937,938,939,943,946],"tr",{},[940,941,942],"th",{},"Surface",[940,944,945],{},"What TypeSafe does",[940,947,948],{},"What still uses an LLM",[950,951,952,971,986,1000,1019],"tbody",{},[937,953,954,962,968],{},[955,956,957],"td",{},[889,958,959],{},[902,960,961],{"href":129},"Compositions",[955,963,964,965],{},"First layer: evaluate, then later layers map ",[894,966,967],{},"answers.*",[955,969,970],{},"Optional later steps that draft or explain",[937,972,973,980,983],{},[955,974,975],{},[889,976,977],{},[902,978,979],{"href":573},"Staff actors",[955,981,982],{},"An allowed MCP call before a mutating workflow",[955,984,985],{},"The actor's model provider (OpenAI, Anthropic, …)",[937,987,988,994,997],{},[955,989,990],{},[889,991,992],{},[902,993,851],{"href":124},[955,995,996],{},"Classify intent / domain / complexity as a compiled step",[955,998,999],{},"Goal prose and DAG assembly",[937,1001,1002,1013,1016],{},[955,1003,1004],{},[889,1005,1006,1009,1010],{},[902,1007,1008],{"href":73},"Kaoitos"," / ",[894,1011,1012],{},"kubernetes.*",[955,1014,1015],{},"Score or noul before a destructive cluster action",[955,1017,1018],{},"None required for the gate",[937,1020,1021,1028,1031],{},[955,1022,1023],{},[889,1024,1025],{},[902,1026,1027],{"href":144},"Tickets",[955,1029,1030],{},"page / priority / routine / deferred on an incoming envelope",[955,1032,1033],{},"Plan and patch generation",[885,1035,1036,1037,1040],{},"The pattern is always: ",[889,1038,1039],{},"decide, then spend",". Jev labels; chat models generate.",[926,1042,961],{"id":1043},"compositions",[885,1045,1046,1047,1050,1051,1054,1055,1058],{},"A composition is layers of existing catalog types. Put evaluate in layer 1. Pin the question set as ",[894,1048,1049],{},"static"," so callers cannot widen it. Pass ",[894,1052,1053],{},"connection_uuid"," and ",[894,1056,1057],{},"state"," from the composition input.",[1060,1061,1066],"pre",{"className":1062,"code":1063,"language":1064,"meta":1065,"style":1065},"language-json shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","{\n  \"name\": \"decide-then-act\",\n  \"layers\": [\n    {\n      \"name\": \"decide\",\n      \"steps\": [\n        {\n          \"name\": \"jev\",\n          \"workflow_type\": \"typesafe.systemone.evaluate\",\n          \"input_mapping\": {\n            \"connection_uuid\": { \"source\": \"input\", \"field_name\": \"connection_uuid\" },\n            \"state\": { \"source\": \"input\", \"field_name\": \"state\" },\n            \"questions\": {\n              \"source\": \"static\",\n              \"value\": {\n                \"action\": {\n                  \"type\": \"choice\",\n                  \"instructions\": \"What should we do?\",\n                  \"criteria\": {\n          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\"",[1069,1453,1454],{"class":1085},"allow",[1069,1456,1089],{"class":1075},[1069,1458,1092],{"class":1075},[1069,1460,1095],{"class":1075},[1069,1462,1463],{"class":1098},"Safe to proceed",[1069,1465,1089],{"class":1075},[1069,1467,1104],{"class":1075},[1069,1469,1471,1473,1476,1478,1480,1482,1485,1487],{"class":1071,"line":1470},21,[1069,1472,1451],{"class":1075},[1069,1474,1475],{"class":1085},"block",[1069,1477,1089],{"class":1075},[1069,1479,1092],{"class":1075},[1069,1481,1095],{"class":1075},[1069,1483,1484],{"class":1098},"Must not proceed",[1069,1486,1089],{"class":1075},[1069,1488,1104],{"class":1075},[1069,1490,1492,1494,1497,1499,1501,1503,1506],{"class":1071,"line":1491},22,[1069,1493,1451],{"class":1075},[1069,1495,1496],{"class":1085},"review",[1069,1498,1089],{"class":1075},[1069,1500,1092],{"class":1075},[1069,1502,1095],{"class":1075},[1069,1504,1505],{"class":1098},"Needs a human",[1069,1507,1508],{"class":1075},"\"\n",[1069,1510,1512],{"class":1071,"line":1511},23,[1069,1513,1514],{"class":1075},"                  }\n",[1069,1516,1518],{"class":1071,"line":1517},24,[1069,1519,1520],{"class":1075},"                },\n",[1069,1522,1524,1526,1529,1531,1533],{"class":1071,"line":1523},25,[1069,1525,1377],{"class":1075},[1069,1527,1528],{"class":1380},"needs_human",[1069,1530,1089],{"class":1075},[1069,1532,1092],{"class":1075},[1069,1534,1224],{"class":1075},[1069,1536,1538,1540,1542,1544,1546,1548,1551,1553],{"class":1071,"line":1537},26,[1069,1539,1393],{"class":1075},[1069,1541,1397],{"class":1396},[1069,1543,1089],{"class":1075},[1069,1545,1092],{"class":1075},[1069,1547,1095],{"class":1075},[1069,1549,1550],{"class":1098},"noul",[1069,1552,1089],{"class":1075},[1069,1554,1104],{"class":1075},[1069,1556,1558,1560,1562,1564,1566,1568,1571],{"class":1071,"line":1557},27,[1069,1559,1393],{"class":1075},[1069,1561,1418],{"class":1396},[1069,1563,1089],{"class":1075},[1069,1565,1092],{"class":1075},[1069,1567,1095],{"class":1075},[1069,1569,1570],{"class":1098},"Does this need a human in the loop?",[1069,1572,1508],{"class":1075},[1069,1574,1576],{"class":1071,"line":1575},28,[1069,1577,1578],{"class":1075},"                }\n",[1069,1580,1582],{"class":1071,"line":1581},29,[1069,1583,1584],{"class":1075},"              }\n",[1069,1586,1588],{"class":1071,"line":1587},30,[1069,1589,1590],{"class":1075},"            }\n",[1069,1592,1594],{"class":1071,"line":1593},31,[1069,1595,1596],{"class":1075},"          }\n",[1069,1598,1600],{"class":1071,"line":1599},32,[1069,1601,1602],{"class":1075},"        }\n",[1069,1604,1606],{"class":1071,"line":1605},33,[1069,1607,1608],{"class":1075},"      ]\n",[1069,1610,1612],{"class":1071,"line":1611},34,[1069,1613,1614],{"class":1075},"    }\n",[1069,1616,1618],{"class":1071,"line":1617},35,[1069,1619,1620],{"class":1075},"  ]\n",[1069,1622,1624],{"class":1071,"line":1623},36,[1069,1625,1626],{"class":1075},"}\n",[885,1628,1629,1630,1633,1634,1637,1638,1641,1642,897],{},"Save with ",[894,1631,1632],{},"composition.validate"," then ",[894,1635,1636],{},"composition.save",". Invoke ",[894,1639,1640],{},"virtual.\u003Cuuid>@\u003Cversion>"," like any other type. To share it with app end-users, follow ",[902,1643,961],{"href":434},[885,1645,1646,1647,1054,1650,1653,1654,1656,1657,1660,1661,1665,1666,1668],{},"Next layers read ",[894,1648,1649],{},"answers.action",[894,1651,1652],{},"answers.needs_human"," from the ",[894,1655,1185],{}," step (",[894,1658,1659],{},"source: \"step\"","). Keep mutating workflows ",[1662,1663,1664],"em",{},"after"," the decide layer so a ",[894,1667,1475],{}," never reaches them.",[885,1670,1671,1672,1674,1675,1677],{},"Authoring is the same whether you hand-write JSON, use the console DAG builder, ",[902,1673,101],{"href":549},", or ",[902,1676,851],{"href":124},": all of them compile to this representation.",[926,1679,1681],{"id":1680},"staff","Staff",[885,1683,1684,1685,1688],{},"Staff actors reason with an ",[889,1686,1687],{},"LLM connection",". TypeSafe is not one of those. Do not add the TypeSafe key as the actor's model provider.",[885,1690,1691],{},"What works today:",[1693,1694,1695,1705,1715],"ol",{},[1696,1697,1698,1699,1704],"li",{},"Connect TypeSafe in the ",[902,1700,1703],{"href":1701,"rel":1702},"https://app.orkestia.dev/connections",[909],"main app",", not in Staff.",[1696,1706,1707,1708,1710,1711,1714],{},"Give the actor MCP / skill access to start ",[894,1709,912],{}," (same as any other catalog type). ",[902,1712,1713],{"href":64},"Staff RBAC"," still governs who may start it.",[1696,1716,1717,1718,1721,1722,1725],{},"In standing instructions, tell the actor ",[1662,1719,1720],{},"when"," to call it (for example: before ",[894,1723,1724],{},"start_workflow"," on a mutating type, or when classifying an inbox envelope into page / priority / routine / deferred).",[885,1727,1728,1729,1732],{},"The actor still needs a real model provider and an agent-eligible ",[902,1730,1731],{"href":579},"runner group",". Jev is a tool the session may call, not the brain.",[1734,1735,1736],"warning",{},[885,1737,1738,1739,1742],{},"Never put ",[894,1740,1741],{},"TYPESAFE_API_KEY"," in Staff or actor environment. The workflow decrypts the org connection in-process, the same rule as LLM keys.",[926,1744,851],{"id":1745},"dgi",[885,1747,1748,1750,1751,1753,1754,1757],{},[902,1749,123],{"href":124}," turns a prompt into a composition. Ask it for a first step that is ",[894,1752,912],{}," with a fixed question set, then later steps that consume ",[894,1755,1756],{},"answers",". DGI still writes the goal prose; TypeSafe only labels.",[885,1759,1760,1761,1764],{},"DGI is ",[889,1762,1763],{},"alpha",". Treat the compiled composition as the artifact you review, not the chat that produced it.",[926,1766,1768],{"id":1767},"cluster-and-runner-actions","Cluster and runner actions",[885,1770,1771,1772,1054,1774,1777,1778,1781,1782,1784,1785,1787,1788,1791,1792,1787,1794,1797],{},"For ",[902,1773,1008],{"href":288},[902,1775,1776],{"href":134},"runner"," mutations, the useful TypeSafe questions are a ",[889,1779,1780],{},"score"," (how risky) and a ",[889,1783,1550],{}," (needs a human). Put evaluate in the composition ahead of ",[894,1786,1012],{}," or ",[894,1789,1790],{},"runner.*"," steps that create, scale, or delete. A ",[894,1793,1475],{},[894,1795,1796],{},"needs_human: true"," should stop the composition before those steps run.",[926,1799,1801],{"id":1800},"tickets-and-software-delivery","Tickets and software delivery",[885,1803,1804,1805,1808,1809,1812],{},"The ",[902,1806,1807],{"href":144},"ticket-to-PR"," path already has human gates. TypeSafe is a cheap prefilter on the ",[1662,1810,1811],{},"incoming"," envelope (page this, batch that), not a replacement for acknowledged plans or PR review.",[926,1814,1816],{"id":1815},"what-not-to-do","What not to do",[1818,1819,1820,1826,1829,1834],"ul",{},[1696,1821,1822,1823,1825],{},"Do not point TypeSafe at ",[894,1824,896],{}," or LiteLLM.",[1696,1827,1828],{},"Do not use it as the Staff actor model.",[1696,1830,1831,1832,897],{},"Do not send secrets, kubeconfigs, or raw credentials in ",[894,1833,1057],{},[1696,1835,1836,1837,1840],{},"Do not treat connect/test (empty ",[894,1838,1839],{},"/systemone"," probe) as an evaluation. That probe only checks the key.",[926,1842,157],{"id":1843},"reference",[1818,1845,1846,1851,1858],{},[1696,1847,1848,1849],{},"Connection setup: ",[902,1850,292],{"href":293},[1696,1852,1853,1854],{},"Schema and errors: ",[902,1855,1857],{"href":907,"rel":1856},[909],"reference.orkestia.dev/typesafe",[1696,1859,1860,1861],{},"MCP loop: ",[902,1862,1863],{"href":42},"Connect an AI assistant",[1865,1866,1867],"style",{},"html pre.shiki code .sMK4o, html code.shiki .sMK4o{--shiki-light:#39ADB5;--shiki-default:#89DDFF;--shiki-dark:#89DDFF}html pre.shiki code .spNyl, html code.shiki .spNyl{--shiki-light:#9C3EDA;--shiki-default:#C792EA;--shiki-dark:#C792EA}html pre.shiki code .sfazB, html code.shiki .sfazB{--shiki-light:#91B859;--shiki-default:#C3E88D;--shiki-dark:#C3E88D}html pre.shiki code .sBMFI, html code.shiki .sBMFI{--shiki-light:#E2931D;--shiki-default:#FFCB6B;--shiki-dark:#FFCB6B}html pre.shiki code .sbssI, html code.shiki .sbssI{--shiki-light:#F76D47;--shiki-default:#F78C6C;--shiki-dark:#F78C6C}html pre.shiki code .swJcz, html code.shiki .swJcz{--shiki-light:#E53935;--shiki-default:#F07178;--shiki-dark:#F07178}html pre.shiki code .su27w, html code.shiki .su27w{--shiki-light:#916B53;--shiki-default:#916B53;--shiki-dark:#916B53}html pre.shiki code .s2Zo4, html code.shiki .s2Zo4{--shiki-light:#6182B8;--shiki-default:#82AAFF;--shiki-dark:#82AAFF}html pre.shiki code .sfNiH, html code.shiki .sfNiH{--shiki-light:#FF5370;--shiki-default:#FF9CAC;--shiki-dark:#FF9CAC}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);}",{"title":1065,"searchDepth":1072,"depth":1079,"links":1869},[1870,1871,1872,1873,1874,1875,1876,1877],{"id":928,"depth":1079,"text":929},{"id":1043,"depth":1079,"text":961},{"id":1680,"depth":1079,"text":1681},{"id":1745,"depth":1079,"text":851},{"id":1767,"depth":1079,"text":1768},{"id":1800,"depth":1079,"text":1801},{"id":1815,"depth":1079,"text":1816},{"id":1843,"depth":1079,"text":157},"Put TypeSafe Jev in front of compositions, Staff actors, DGI designs, and cluster actions — closed-set answers, not chat","md",null,{},{"icon":155},{"title":152,"description":1878},"OYIk-ZLkdNF3k-fVNZaNPQtnW7P_Ntw3X3S1pZtAqyU",[1886,1888],{"title":148,"path":149,"stem":150,"description":1887,"children":-1},"How Orkestia fits alongside n8n, Pulumi, Terraform and Temporal when an AI tool or a team automates cloud infrastructure.",{"title":157,"path":158,"stem":159,"description":1889,"icon":162,"children":-1},"Authoritative lookup for Orkestia workflow types, MCP integration, APIs, and Lumen observability queries",1790354042097]