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892    <li class="md-nav__item">
893      <a href="platform/llm/policy/" class="md-nav__link">
894        
895  
896  
897  <span class="md-ellipsis">
898    
899  
900    Seats & Policy
901  
902
903    
904  </span>
905  
906  
907
908      </a>
909    </li>
910  
911
912              
913            
914              
915                
916  
917  
918  
919  
920    <li class="md-nav__item">
921      <a href="platform/llm/record/" class="md-nav__link">
922        
923  
924  
925  <span class="md-ellipsis">
926    
927  
928    Channels & the Record
929  
930
931    
932  </span>
933  
934  
935
936      </a>
937    </li>
938  
939
940              
941            
942              
943                
944  
945  
946  
947  
948    <li class="md-nav__item">
949      <a href="platform/llm/identity/" class="md-nav__link">
950        
951  
952  
953  <span class="md-ellipsis">
954    
955  
956    Identity & Security
957  
958
959    
960  </span>
961  
962  
963
964      </a>
965    </li>
966  
967
968              
969            
970          </ul>
971        </nav>
972      
973    </li>
974  
975
976              
977            
978              
979                
980  
981  
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984    
985    
986      
987        
988      
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990      
991        
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996      
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1006    <li class="md-nav__item md-nav__item--nested">
1007      
1008        
1009        
1010        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_4" >
1011        
1012          
1013          <label class="md-nav__link" for="__nav_2_4" id="__nav_2_4_label" tabindex="0">
1014            
1015  
1016  
1017  <span class="md-ellipsis">
1018    
1019  
1020    Agents
1021  
1022
1023    
1024  </span>
1025  
1026  
1027
1028            <span class="md-nav__icon md-icon"></span>
1029          </label>
1030        
1031        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_4_label" aria-expanded="false">
1032          <label class="md-nav__title" for="__nav_2_4">
1033            <span class="md-nav__icon md-icon"></span>
1034            
1035  
1036    Agents
1037  
1038
1039          </label>
1040          <ul class="md-nav__list" data-md-scrollfix>
1041            
1042              
1043                
1044  
1045  
1046  
1047  
1048    <li class="md-nav__item">
1049      <a href="platform/llm/agents/" class="md-nav__link">
1050        
1051  
1052  
1053  <span class="md-ellipsis">
1054    
1055  
1056    Agents
1057  
1058
1059    
1060  </span>
1061  
1062  
1063
1064      </a>
1065    </li>
1066  
1067
1068              
1069            
1070              
1071                
1072  
1073  
1074  
1075  
1076    <li class="md-nav__item">
1077      <a href="platform/llm/heartbeat/" class="md-nav__link">
1078        
1079  
1080  
1081  <span class="md-ellipsis">
1082    
1083  
1084    Autonomous
1085  
1086
1087    
1088  </span>
1089  
1090  
1091
1092      </a>
1093    </li>
1094  
1095
1096              
1097            
1098              
1099                
1100  
1101  
1102  
1103  
1104    <li class="md-nav__item">
1105      <a href="platform/llm/scheduled/" class="md-nav__link">
1106        
1107  
1108  
1109  <span class="md-ellipsis">
1110    
1111  
1112    Scheduled Tasks
1113  
1114
1115    
1116  </span>
1117  
1118  
1119
1120      </a>
1121    </li>
1122  
1123
1124              
1125            
1126              
1127                
1128  
1129  
1130  
1131  
1132    <li class="md-nav__item">
1133      <a href="platform/llm/self-improving/" class="md-nav__link">
1134        
1135  
1136  
1137  <span class="md-ellipsis">
1138    
1139  
1140    Self-Improving
1141  
1142
1143    
1144  </span>
1145  
1146  
1147
1148      </a>
1149    </li>
1150  
1151
1152              
1153            
1154              
1155                
1156  
1157  
1158  
1159  
1160    <li class="md-nav__item">
1161      <a href="platform/llm/memory/" class="md-nav__link">
1162        
1163  
1164  
1165  <span class="md-ellipsis">
1166    
1167  
1168    Memory
1169  
1170
1171    
1172  </span>
1173  
1174  
1175
1176      </a>
1177    </li>
1178  
1179
1180              
1181            
1182          </ul>
1183        </nav>
1184      
1185    </li>
1186  
1187
1188              
1189            
1190              
1191                
1192  
1193  
1194  
1195  
1196    <li class="md-nav__item">
1197      <a href="platform/llm/models/" class="md-nav__link">
1198        
1199  
1200  
1201  <span class="md-ellipsis">
1202    
1203  
1204    Any harness, any model
1205  
1206
1207    
1208  </span>
1209  
1210  
1211
1212      </a>
1213    </li>
1214  
1215
1216              
1217            
1218              
1219                
1220  
1221  
1222  
1223  
1224    
1225    
1226      
1227        
1228      
1229        
1230      
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1232      
1233    
1234    
1235    
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1237      
1238        
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1242    <li class="md-nav__item md-nav__item--nested">
1243      
1244        
1245        
1246        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_6" >
1247        
1248          
1249          <label class="md-nav__link" for="__nav_2_6" id="__nav_2_6_label" tabindex="0">
1250            
1251  
1252  
1253  <span class="md-ellipsis">
1254    
1255  
1256    Skills, Apps & Integrations
1257  
1258
1259    
1260  </span>
1261  
1262  
1263
1264            <span class="md-nav__icon md-icon"></span>
1265          </label>
1266        
1267        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_6_label" aria-expanded="false">
1268          <label class="md-nav__title" for="__nav_2_6">
1269            <span class="md-nav__icon md-icon"></span>
1270            
1271  
1272    Skills, Apps & Integrations
1273  
1274
1275          </label>
1276          <ul class="md-nav__list" data-md-scrollfix>
1277            
1278              
1279                
1280  
1281  
1282  
1283  
1284    <li class="md-nav__item">
1285      <a href="platform/llm/apps/" class="md-nav__link">
1286        
1287  
1288  
1289  <span class="md-ellipsis">
1290    
1291  
1292    Apps & the App Store
1293  
1294
1295    
1296  </span>
1297  
1298  
1299
1300      </a>
1301    </li>
1302  
1303
1304              
1305            
1306              
1307                
1308  
1309  
1310  
1311  
1312    <li class="md-nav__item">
1313      <a href="platform/llm/skills/" class="md-nav__link">
1314        
1315  
1316  
1317  <span class="md-ellipsis">
1318    
1319  
1320    Skills & Apps
1321  
1322
1323    
1324  </span>
1325  
1326  
1327
1328      </a>
1329    </li>
1330  
1331
1332              
1333            
1334              
1335                
1336  
1337  
1338  
1339  
1340    <li class="md-nav__item">
1341      <a href="platform/llm/mcp-tools/" class="md-nav__link">
1342        
1343  
1344  
1345  <span class="md-ellipsis">
1346    
1347  
1348    MCP Tools
1349  
1350
1351    
1352  </span>
1353  
1354  
1355
1356      </a>
1357    </li>
1358  
1359
1360              
1361            
1362          </ul>
1363        </nav>
1364      
1365    </li>
1366  
1367
1368              
1369            
1370              
1371                
1372  
1373  
1374  
1375  
1376    <li class="md-nav__item">
1377      <a href="platform/llm/chat-interface/" class="md-nav__link">
1378        
1379  
1380  
1381  <span class="md-ellipsis">
1382    
1383  
1384    Chat Interface
1385  
1386
1387    
1388  </span>
1389  
1390  
1391
1392      </a>
1393    </li>
1394  
1395
1396              
1397            
1398          </ul>
1399        </nav>
1400      
1401    </li>
1402  
1403
1404    
1405      
1406      
1407  
1408  
1409  
1410  
1411    <li class="md-nav__item">
1412      <a href="partners/" class="md-nav__link">
1413        
1414  
1415  
1416  <span class="md-ellipsis">
1417    
1418  
1419    Partners
1420  
1421
1422    
1423  </span>
1424  
1425  
1426
1427      </a>
1428    </li>
1429  
1430
1431    
1432      
1433      
1434  
1435  
1436  
1437  
1438    
1439    
1440      
1441        
1442          
1443        
1444      
1445        
1446      
1447        
1448      
1449        
1450      
1451        
1452      
1453        
1454      
1455        
1456      
1457    
1458    
1459    
1460      
1461      
1462        
1463      
1464    
1465    
1466    <li class="md-nav__item md-nav__item--nested">
1467      
1468        
1469        
1470        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4" >
1471        
1472          
1473          <div class="md-nav__link md-nav__container">
1474            <a href="professional-services/" class="md-nav__link ">
1475              
1476  
1477  
1478  <span class="md-ellipsis">
1479    
1480  
1481    Services
1482  
1483
1484    
1485  </span>
1486  
1487  
1488
1489            </a>
1490            
1491              
1492              <label class="md-nav__link " for="__nav_4" id="__nav_4_label" tabindex="0">
1493                <span class="md-nav__icon md-icon"></span>
1494              </label>
1495            
1496          </div>
1497        
1498        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_4_label" aria-expanded="false">
1499          <label class="md-nav__title" for="__nav_4">
1500            <span class="md-nav__icon md-icon"></span>
1501            
1502  
1503    Services
1504  
1505
1506          </label>
1507          <ul class="md-nav__list" data-md-scrollfix>
1508            
1509              
1510            
1511              
1512                
1513  
1514  
1515  
1516  
1517    <li class="md-nav__item">
1518      <a href="professional-services/fractional-cto/" class="md-nav__link">
1519        
1520  
1521  
1522  <span class="md-ellipsis">
1523    
1524  
1525    Fractional CTO
1526  
1527
1528    
1529  </span>
1530  
1531  
1532
1533      </a>
1534    </li>
1535  
1536
1537              
1538            
1539              
1540                
1541  
1542  
1543  
1544  
1545    <li class="md-nav__item">
1546      <a href="professional-services/custom-development/" class="md-nav__link">
1547        
1548  
1549  
1550  <span class="md-ellipsis">
1551    
1552  
1553    Custom AI Development
1554  
1555
1556    
1557  </span>
1558  
1559  
1560
1561      </a>
1562    </li>
1563  
1564
1565              
1566            
1567              
1568                
1569  
1570  
1571  
1572  
1573    <li class="md-nav__item">
1574      <a href="professional-services/ai-transformation-consulting/" class="md-nav__link">
1575        
1576  
1577  
1578  <span class="md-ellipsis">
1579    
1580  
1581    AI Transformation Consulting
1582  
1583
1584    
1585  </span>
1586  
1587  
1588
1589      </a>
1590    </li>
1591  
1592
1593              
1594            
1595              
1596                
1597  
1598  
1599  
1600  
1601    <li class="md-nav__item">
1602      <a href="why-ai-transformation/" class="md-nav__link">
1603        
1604  
1605  
1606  <span class="md-ellipsis">
1607    
1608  
1609    Why AI Transformation
1610  
1611
1612    
1613  </span>
1614  
1615  
1616
1617      </a>
1618    </li>
1619  
1620
1621              
1622            
1623              
1624                
1625  
1626  
1627  
1628  
1629    <li class="md-nav__item">
1630      <a href="pricing/" class="md-nav__link">
1631        
1632  
1633  
1634  <span class="md-ellipsis">
1635    
1636  
1637    Pricing
1638  
1639
1640    
1641  </span>
1642  
1643  
1644
1645      </a>
1646    </li>
1647  
1648
1649              
1650            
1651              
1652                
1653  
1654  
1655  
1656  
1657    
1658    
1659      
1660        
1661          
1662        
1663      
1664        
1665      
1666        
1667      
1668        
1669      
1670        
1671      
1672    
1673    
1674    
1675      
1676      
1677        
1678      
1679    
1680    
1681    <li class="md-nav__item md-nav__item--nested">
1682      
1683        
1684        
1685        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_7" >
1686        
1687          
1688          <div class="md-nav__link md-nav__container">
1689            <a href="case-studies/" class="md-nav__link ">
1690              
1691  
1692  
1693  <span class="md-ellipsis">
1694    
1695  
1696    Case Studies
1697  
1698
1699    
1700  </span>
1701  
1702  
1703
1704            </a>
1705            
1706              
1707              <label class="md-nav__link " for="__nav_4_7" id="__nav_4_7_label" tabindex="0">
1708                <span class="md-nav__icon md-icon"></span>
1709              </label>
1710            
1711          </div>
1712        
1713        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_7_label" aria-expanded="false">
1714          <label class="md-nav__title" for="__nav_4_7">
1715            <span class="md-nav__icon md-icon"></span>
1716            
1717  
1718    Case Studies
1719  
1720
1721          </label>
1722          <ul class="md-nav__list" data-md-scrollfix>
1723            
1724              
1725            
1726              
1727                
1728  
1729  
1730  
1731  
1732    <li class="md-nav__item">
1733      <a href="case-studies/pcgs-counterfeit-detection/" class="md-nav__link">
1734        
1735  
1736  
1737  <span class="md-ellipsis">
1738    
1739  
1740    PCGS Counterfeit Detection
1741  
1742
1743    
1744  </span>
1745  
1746  
1747
1748      </a>
1749    </li>
1750  
1751
1752              
1753            
1754              
1755                
1756  
1757  
1758  
1759  
1760    <li class="md-nav__item">
1761      <a href="case-studies/pcgs-automation/" class="md-nav__link">
1762        
1763  
1764  
1765  <span class="md-ellipsis">
1766    
1767  
1768    PCGS Process Automation
1769  
1770
1771    
1772  </span>
1773  
1774  
1775
1776      </a>
1777    </li>
1778  
1779
1780              
1781            
1782              
1783                
1784  
1785  
1786  
1787  
1788    <li class="md-nav__item">
1789      <a href="case-studies/eeg-analysis/" class="md-nav__link">
1790        
1791  
1792  
1793  <span class="md-ellipsis">
1794    
1795  
1796    EEG Biomarker Discovery
1797  
1798
1799    
1800  </span>
1801  
1802  
1803
1804      </a>
1805    </li>
1806  
1807
1808              
1809            
1810              
1811                
1812  
1813  
1814  
1815  
1816    <li class="md-nav__item">
1817      <a href="case-studies/bed-exit-prediction/" class="md-nav__link">
1818        
1819  
1820  
1821  <span class="md-ellipsis">
1822    
1823  
1824    Healthcare Bed Exit Prediction
1825  
1826
1827    
1828  </span>
1829  
1830  
1831
1832      </a>
1833    </li>
1834  
1835
1836              
1837            
1838          </ul>
1839        </nav>
1840      
1841    </li>
1842  
1843
1844              
1845            
1846          </ul>
1847        </nav>
1848      
1849    </li>
1850  
1851
1852    
1853      
1854      
1855  
1856  
1857  
1858  
1859    
1860    
1861      
1862        
1863      
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1865      
1866        
1867      
1868    
1869    
1870    
1871      
1872      
1873        
1874      
1875    
1876    
1877    <li class="md-nav__item md-nav__item--nested">
1878      
1879        
1880        
1881        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_5" >
1882        
1883          
1884          <label class="md-nav__link" for="__nav_5" id="__nav_5_label" tabindex="0">
1885            
1886  
1887  
1888  <span class="md-ellipsis">
1889    
1890  
1891    Docs
1892  
1893
1894    
1895  </span>
1896  
1897  
1898
1899            <span class="md-nav__icon md-icon"></span>
1900          </label>
1901        
1902        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_5_label" aria-expanded="false">
1903          <label class="md-nav__title" for="__nav_5">
1904            <span class="md-nav__icon md-icon"></span>
1905            
1906  
1907    Docs
1908  
1909
1910          </label>
1911          <ul class="md-nav__list" data-md-scrollfix>
1912            
1913              
1914                
1915  
1916  
1917  
1918  
1919    
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1939    
1940    
1941    <li class="md-nav__item md-nav__item--nested">
1942      
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1945        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_5_1" >
1946        
1947          
1948          <label class="md-nav__link" for="__nav_5_1" id="__nav_5_1_label" tabindex="0">
1949            
1950  
1951  
1952  <span class="md-ellipsis">
1953    
1954  
1955    Getting Started
1956  
1957
1958    
1959  </span>
1960  
1961  
1962
1963            <span class="md-nav__icon md-icon"></span>
1964          </label>
1965        
1966        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_5_1_label" aria-expanded="false">
1967          <label class="md-nav__title" for="__nav_5_1">
1968            <span class="md-nav__icon md-icon"></span>
1969            
1970  
1971    Getting Started
1972  
1973
1974          </label>
1975          <ul class="md-nav__list" data-md-scrollfix>
1976            
1977              
1978                
1979  
1980  
1981  
1982  
1983    <li class="md-nav__item">
1984      <a href="getting-started/install/" class="md-nav__link">
1985        
1986  
1987  
1988  <span class="md-ellipsis">
1989    
1990  
1991    Installation
1992  
1993
1994    
1995  </span>
1996  
1997  
1998
1999      </a>
2000    </li>
2001  
2002
2003              
2004            
2005              
2006                
2007  
2008  
2009  
2010  
2011    <li class="md-nav__item">
2012      <a href="getting-started/desktop/" class="md-nav__link">
2013        
2014  
2015  
2016  <span class="md-ellipsis">
2017    
2018  
2019    LIT Desktop (Early Access)
2020  
2021
2022    
2023  </span>
2024  
2025  
2026
2027      </a>
2028    </li>
2029  
2030
2031              
2032            
2033              
2034                
2035  
2036  
2037  
2038  
2039    <li class="md-nav__item">
2040      <a href="getting-started/pip-install/" class="md-nav__link">
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2045    
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2137    
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2149  
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2201            <a href="platform/deep-learning/" class="md-nav__link ">
2202              
2203  
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2205  <span class="md-ellipsis">
2206    
2207  
2208    Archive (deep learning)
2209  
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2215
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2217            
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2278    
2279  
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2281  
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2314    
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2316    Pipeline
2317  
2318
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2320  </span>
2321  
2322  
2323
2324      </a>
2325    </li>
2326  
2327
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2329            
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2336    <li class="md-nav__item">
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2341  <span class="md-ellipsis">
2342    
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2344    Cache Files
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2346
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2348  </span>
2349  
2350  
2351
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2368  
2369  <span class="md-ellipsis">
2370    
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2372    Build Automation
2373  
2374
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2377  
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2379
2380      </a>
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2393      <a href="platform/data/assets/" class="md-nav__link">
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2400    Auditing
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2405  
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2407
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2425  <span class="md-ellipsis">
2426    
2427  
2428    Deployment
2429  
2430
2431    
2432  </span>
2433  
2434  
2435
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2447
2448              
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2454  
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2456    
2457    
2458      
2459        
2460      
2461        
2462      
2463        
2464      
2465        
2466      
2467    
2468    
2469    
2470      
2471      
2472        
2473      
2474    
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2477      
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2484            
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2487  <span class="md-ellipsis">
2488    
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2490    Features
2491  
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2500        
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2505  
2506    Features
2507  
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2510          <ul class="md-nav__list" data-md-scrollfix>
2511            
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2519      <a href="platform/features/discovery/" class="md-nav__link">
2520        
2521  
2522  
2523  <span class="md-ellipsis">
2524    
2525  
2526    Discovery
2527  
2528
2529    
2530  </span>
2531  
2532  
2533
2534      </a>
2535    </li>
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2547      <a href="platform/features/extensibility/" class="md-nav__link">
2548        
2549  
2550  
2551  <span class="md-ellipsis">
2552    
2553  
2554    Extensibility
2555  
2556
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2558  </span>
2559  
2560  
2561
2562      </a>
2563    </li>
2564  
2565
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2567            
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2572  
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2574    <li class="md-nav__item">
2575      <a href="platform/features/fit/" class="md-nav__link">
2576        
2577  
2578  
2579  <span class="md-ellipsis">
2580    
2581  
2582    Data Preparation
2583  
2584
2585    
2586  </span>
2587  
2588  
2589
2590      </a>
2591    </li>
2592  
2593
2594              
2595            
2596              
2597                
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2602    <li class="md-nav__item">
2603      <a href="platform/plugins/traders/" class="md-nav__link">
2604        
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2606  
2607  <span class="md-ellipsis">
2608    
2609  
2610    Fintech Plugin
2611  
2612
2613    
2614  </span>
2615  
2616  
2617
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2620  
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2638    
2639    
2640      
2641        
2642      
2643        
2644      
2645    
2646    
2647    
2648      
2649      
2650        
2651      
2652    
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2654    <li class="md-nav__item md-nav__item--nested">
2655      
2656        
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2658        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_5_3_4" >
2659        
2660          
2661          <label class="md-nav__link" for="__nav_5_3_4" id="__nav_5_3_4_label" tabindex="0">
2662            
2663  
2664  
2665  <span class="md-ellipsis">
2666    
2667  
2668    Component Neural Design
2669  
2670
2671    
2672  </span>
2673  
2674  
2675
2676            <span class="md-nav__icon md-icon"></span>
2677          </label>
2678        
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2680          <label class="md-nav__title" for="__nav_5_3_4">
2681            <span class="md-nav__icon md-icon"></span>
2682            
2683  
2684    Component Neural Design
2685  
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2688          <ul class="md-nav__list" data-md-scrollfix>
2689            
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2691                
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2697      <a href="platform/models/canvas/" class="md-nav__link">
2698        
2699  
2700  
2701  <span class="md-ellipsis">
2702    
2703  
2704    Design Canvas
2705  
2706
2707    
2708  </span>
2709  
2710  
2711
2712      </a>
2713    </li>
2714  
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2724    <li class="md-nav__item">
2725      <a href="platform/models/transpile/" class="md-nav__link">
2726        
2727  
2728  
2729  <span class="md-ellipsis">
2730    
2731  
2732    Composable Architecture
2733  
2734
2735    
2736  </span>
2737  
2738  
2739
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2742  
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2744              
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2751
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2758  
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2760    
2761    
2762      
2763        
2764      
2765        
2766      
2767        
2768      
2769    
2770    
2771    
2772      
2773      
2774        
2775      
2776    
2777    
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2779      
2780        
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2783        
2784          
2785          <label class="md-nav__link" for="__nav_5_3_5" id="__nav_5_3_5_label" tabindex="0">
2786            
2787  
2788  
2789  <span class="md-ellipsis">
2790    
2791  
2792    Training Loop
2793  
2794
2795    
2796  </span>
2797  
2798  
2799
2800            <span class="md-nav__icon md-icon"></span>
2801          </label>
2802        
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2804          <label class="md-nav__title" for="__nav_5_3_5">
2805            <span class="md-nav__icon md-icon"></span>
2806            
2807  
2808    Training Loop
2809  
2810
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2812          <ul class="md-nav__list" data-md-scrollfix>
2813            
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2821      <a href="platform/models/training/" class="md-nav__link">
2822        
2823  
2824  
2825  <span class="md-ellipsis">
2826    
2827  
2828    Experiment Tracking
2829  
2830
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2832  </span>
2833  
2834  
2835
2836      </a>
2837    </li>
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2848    <li class="md-nav__item">
2849      <a href="platform/models/vault/" class="md-nav__link">
2850        
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2852  
2853  <span class="md-ellipsis">
2854    
2855  
2856    Model Vault
2857  
2858
2859    
2860  </span>
2861  
2862  
2863
2864      </a>
2865    </li>
2866  
2867
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2869            
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2871                
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2875  
2876    <li class="md-nav__item">
2877      <a href="platform/models/evolution/" class="md-nav__link">
2878        
2879  
2880  
2881  <span class="md-ellipsis">
2882    
2883  
2884    Continuous Learning
2885  
2886
2887    
2888  </span>
2889  
2890  
2891
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2893    </li>
2894  
2895
2896              
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2903
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2912    
2913    
2914      
2915        
2916      
2917        
2918      
2919    
2920    
2921    
2922      
2923      
2924        
2925      
2926    
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2928    <li class="md-nav__item md-nav__item--nested">
2929      
2930        
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2933        
2934          
2935          <label class="md-nav__link" for="__nav_5_3_6" id="__nav_5_3_6_label" tabindex="0">
2936            
2937  
2938  
2939  <span class="md-ellipsis">
2940    
2941  
2942    Explainable AI
2943  
2944
2945    
2946  </span>
2947  
2948  
2949
2950            <span class="md-nav__icon md-icon"></span>
2951          </label>
2952        
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2954          <label class="md-nav__title" for="__nav_5_3_6">
2955            <span class="md-nav__icon md-icon"></span>
2956            
2957  
2958    Explainable AI
2959  
2960
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2962          <ul class="md-nav__list" data-md-scrollfix>
2963            
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2971      <a href="platform/insights/counterfactual/" class="md-nav__link">
2972        
2973  
2974  
2975  <span class="md-ellipsis">
2976    
2977  
2978    Counterfactual
2979  
2980
2981    
2982  </span>
2983  
2984  
2985
2986      </a>
2987    </li>
2988  
2989
2990              
2991            
2992              
2993                
2994  
2995  
2996  
2997  
2998    <li class="md-nav__item">
2999      <a href="platform/insights/causal/" class="md-nav__link">
3000        
3001  
3002  
3003  <span class="md-ellipsis">
3004    
3005  
3006    Causal
3007  
3008
3009    
3010  </span>
3011  
3012  
3013
3014      </a>
3015    </li>
3016  
3017
3018              
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3020          </ul>
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3024  
3025
3026              
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3032  
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3034    <li class="md-nav__item">
3035      <a href="getting-started/walkthru-volatility/" class="md-nav__link">
3036        
3037  
3038  
3039  <span class="md-ellipsis">
3040    
3041  
3042    Creating a Model from Scratch
3043  
3044
3045    
3046  </span>
3047  
3048  
3049
3050      </a>
3051    </li>
3052  
3053
3054              
3055            
3056              
3057                
3058  
3059  
3060  
3061  
3062    <li class="md-nav__item">
3063      <a href="platform/llm/workflow-canvas/" class="md-nav__link">
3064        
3065  
3066  
3067  <span class="md-ellipsis">
3068    
3069  
3070    LLM Workflow Canvas
3071  
3072
3073    
3074  </span>
3075  
3076  
3077
3078      </a>
3079    </li>
3080  
3081
3082              
3083            
3084              
3085                
3086  
3087  
3088  
3089  
3090    <li class="md-nav__item">
3091      <a href="conventions/" class="md-nav__link">
3092        
3093  
3094  
3095  <span class="md-ellipsis">
3096    
3097  
3098    Conventions
3099  
3100
3101    
3102  </span>
3103  
3104  
3105
3106      </a>
3107    </li>
3108  
3109
3110              
3111            
3112              
3113                
3114  
3115  
3116  
3117  
3118    
3119    
3120      
3121        
3122      
3123        
3124      
3125        
3126      
3127        
3128      
3129        
3130      
3131        
3132      
3133        
3134      
3135    
3136    
3137    
3138      
3139      
3140        
3141      
3142    
3143    
3144    <li class="md-nav__item md-nav__item--nested">
3145      
3146        
3147        
3148        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_5_3_10" >
3149        
3150          
3151          <label class="md-nav__link" for="__nav_5_3_10" id="__nav_5_3_10_label" tabindex="0">
3152            
3153  
3154  
3155  <span class="md-ellipsis">
3156    
3157  
3158    SDK Reference
3159  
3160
3161    
3162  </span>
3163  
3164  
3165
3166            <span class="md-nav__icon md-icon"></span>
3167          </label>
3168        
3169        <nav class="md-nav" data-md-level="3" aria-labelledby="__nav_5_3_10_label" aria-expanded="false">
3170          <label class="md-nav__title" for="__nav_5_3_10">
3171            <span class="md-nav__icon md-icon"></span>
3172            
3173  
3174    SDK Reference
3175  
3176
3177          </label>
3178          <ul class="md-nav__list" data-md-scrollfix>
3179            
3180              
3181                
3182  
3183  
3184  
3185  
3186    
3187    
3188      
3189        
3190      
3191        
3192      
3193        
3194      
3195        
3196      
3197        
3198      
3199        
3200      
3201        
3202      
3203    
3204    
3205    
3206      
3207      
3208        
3209      
3210    
3211    
3212    <li class="md-nav__item md-nav__item--nested">
3213      
3214        
3215        
3216        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_5_3_10_1" >
3217        
3218          
3219          <label class="md-nav__link" for="__nav_5_3_10_1" id="__nav_5_3_10_1_label" tabindex="0">
3220            
3221  
3222  
3223  <span class="md-ellipsis">
3224    
3225  
3226    Data
3227  
3228
3229    
3230  </span>
3231  
3232  
3233
3234            <span class="md-nav__icon md-icon"></span>
3235          </label>
3236        
3237        <nav class="md-nav" data-md-level="4" aria-labelledby="__nav_5_3_10_1_label" aria-expanded="false">
3238          <label class="md-nav__title" for="__nav_5_3_10_1">
3239            <span class="md-nav__icon md-icon"></span>
3240            
3241  
3242    Data
3243  
3244
3245          </label>
3246          <ul class="md-nav__list" data-md-scrollfix>
3247            
3248              
3249                
3250  
3251  
3252  
3253  
3254    <li class="md-nav__item">
3255      <a href="reference/sdk/data/datasets/" class="md-nav__link">
3256        
3257  
3258  
3259  <span class="md-ellipsis">
3260    
3261  
3262    Datasets
3263  
3264
3265    
3266  </span>
3267  
3268  
3269
3270      </a>
3271    </li>
3272  
3273
3274              
3275            
3276              
3277                
3278  
3279  
3280  
3281  
3282    <li class="md-nav__item">
3283      <a href="reference/sdk/data/adapter/" class="md-nav__link">
3284        
3285  
3286  
3287  <span class="md-ellipsis">
3288    
3289  
3290    Adapter
3291  
3292
3293    
3294  </span>
3295  
3296  
3297
3298      </a>
3299    </li>
3300  
3301
3302              
3303            
3304              
3305                
3306  
3307  
3308  
3309  
3310    <li class="md-nav__item">
3311      <a href="reference/sdk/data/asset/" class="md-nav__link">
3312        
3313  
3314  
3315  <span class="md-ellipsis">
3316    
3317  
3318    Asset
3319  
3320
3321    
3322  </span>
3323  
3324  
3325
3326      </a>
3327    </li>
3328  
3329
3330              
3331            
3332              
3333                
3334  
3335  
3336  
3337  
3338    <li class="md-nav__item">
3339      <a href="reference/sdk/data/build/" class="md-nav__link">
3340        
3341  
3342  
3343  <span class="md-ellipsis">
3344    
3345  
3346    Build
3347  
3348
3349    
3350  </span>
3351  
3352  
3353
3354      </a>
3355    </li>
3356  
3357
3358              
3359            
3360              
3361                
3362  
3363  
3364  
3365  
3366    <li class="md-nav__item">
3367      <a href="reference/sdk/data/features/" class="md-nav__link">
3368        
3369  
3370  
3371  <span class="md-ellipsis">
3372    
3373  
3374    Features
3375  
3376
3377    
3378  </span>
3379  
3380  
3381
3382      </a>
3383    </li>
3384  
3385
3386              
3387            
3388              
3389                
3390  
3391  
3392  
3393  
3394    <li class="md-nav__item">
3395      <a href="reference/sdk/data/schema/" class="md-nav__link">
3396        
3397  
3398  
3399  <span class="md-ellipsis">
3400    
3401  
3402    Schema
3403  
3404
3405    
3406  </span>
3407  
3408  
3409
3410      </a>
3411    </li>
3412  
3413
3414              
3415            
3416              
3417                
3418  
3419  
3420  
3421  
3422    <li class="md-nav__item">
3423      <a href="reference/sdk/data/upload/" class="md-nav__link">
3424        
3425  
3426  
3427  <span class="md-ellipsis">
3428    
3429  
3430    Upload
3431  
3432
3433    
3434  </span>
3435  
3436  
3437
3438      </a>
3439    </li>
3440  
3441
3442              
3443            
3444          </ul>
3445        </nav>
3446      
3447    </li>
3448  
3449
3450              
3451            
3452              
3453                
3454  
3455  
3456  
3457  
3458    <li class="md-nav__item">
3459      <a href="reference/sdk/device/" class="md-nav__link">
3460        
3461  
3462  
3463  <span class="md-ellipsis">
3464    
3465  
3466    Device
3467  
3468
3469    
3470  </span>
3471  
3472  
3473
3474      </a>
3475    </li>
3476  
3477
3478              
3479            
3480              
3481                
3482  
3483  
3484  
3485  
3486    <li class="md-nav__item">
3487      <a href="reference/sdk/errors/" class="md-nav__link">
3488        
3489  
3490  
3491  <span class="md-ellipsis">
3492    
3493  
3494    Errors
3495  
3496
3497    
3498  </span>
3499  
3500  
3501
3502      </a>
3503    </li>
3504  
3505
3506              
3507            
3508              
3509                
3510  
3511  
3512  
3513  
3514    
3515    
3516      
3517        
3518      
3519        
3520      
3521    
3522    
3523    
3524      
3525      
3526        
3527      
3528    
3529    
3530    <li class="md-nav__item md-nav__item--nested">
3531      
3532        
3533        
3534        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_5_3_10_4" >
3535        
3536          
3537          <label class="md-nav__link" for="__nav_5_3_10_4" id="__nav_5_3_10_4_label" tabindex="0">
3538            
3539  
3540  
3541  <span class="md-ellipsis">
3542    
3543  
3544    Model
3545  
3546
3547    
3548  </span>
3549  
3550  
3551
3552            <span class="md-nav__icon md-icon"></span>
3553          </label>
3554        
3555        <nav class="md-nav" data-md-level="4" aria-labelledby="__nav_5_3_10_4_label" aria-expanded="false">
3556          <label class="md-nav__title" for="__nav_5_3_10_4">
3557            <span class="md-nav__icon md-icon"></span>
3558            
3559  
3560    Model
3561  
3562
3563          </label>
3564          <ul class="md-nav__list" data-md-scrollfix>
3565            
3566              
3567                
3568  
3569  
3570  
3571  
3572    <li class="md-nav__item">
3573      <a href="reference/sdk/model/canvas/" class="md-nav__link">
3574        
3575  
3576  
3577  <span class="md-ellipsis">
3578    
3579  
3580    Canvas
3581  
3582
3583    
3584  </span>
3585  
3586  
3587
3588      </a>
3589    </li>
3590  
3591
3592              
3593            
3594              
3595                
3596  
3597  
3598  
3599  
3600    <li class="md-nav__item">
3601      <a href="reference/sdk/model/experiment/" class="md-nav__link">
3602        
3603  
3604  
3605  <span class="md-ellipsis">
3606    
3607  
3608    Experiment
3609  
3610
3611    
3612  </span>
3613  
3614  
3615
3616      </a>
3617    </li>
3618  
3619
3620              
3621            
3622          </ul>
3623        </nav>
3624      
3625    </li>
3626  
3627
3628              
3629            
3630              
3631                
3632  
3633  
3634  
3635  
3636    <li class="md-nav__item">
3637      <a href="reference/sdk/project/" class="md-nav__link">
3638        
3639  
3640  
3641  <span class="md-ellipsis">
3642    
3643  
3644    Project
3645  
3646
3647    
3648  </span>
3649  
3650  
3651
3652      </a>
3653    </li>
3654  
3655
3656              
3657            
3658              
3659                
3660  
3661  
3662  
3663  
3664    
3665    
3666      
3667        
3668      
3669        
3670      
3671        
3672      
3673    
3674    
3675    
3676      
3677      
3678        
3679      
3680    
3681    
3682    <li class="md-nav__item md-nav__item--nested">
3683      
3684        
3685        
3686        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_5_3_10_6" >
3687        
3688          
3689          <label class="md-nav__link" for="__nav_5_3_10_6" id="__nav_5_3_10_6_label" tabindex="0">
3690            
3691  
3692  
3693  <span class="md-ellipsis">
3694    
3695  
3696    Services
3697  
3698
3699    
3700  </span>
3701  
3702  
3703
3704            <span class="md-nav__icon md-icon"></span>
3705          </label>
3706        
3707        <nav class="md-nav" data-md-level="4" aria-labelledby="__nav_5_3_10_6_label" aria-expanded="false">
3708          <label class="md-nav__title" for="__nav_5_3_10_6">
3709            <span class="md-nav__icon md-icon"></span>
3710            
3711  
3712    Services
3713  
3714
3715          </label>
3716          <ul class="md-nav__list" data-md-scrollfix>
3717            
3718              
3719                
3720  
3721  
3722  
3723  
3724    <li class="md-nav__item">
3725      <a href="reference/sdk/services/service/" class="md-nav__link">
3726        
3727  
3728  
3729  <span class="md-ellipsis">
3730    
3731  
3732    Service
3733  
3734
3735    
3736  </span>
3737  
3738  
3739
3740      </a>
3741    </li>
3742  
3743
3744              
3745            
3746              
3747                
3748  
3749  
3750  
3751  
3752    <li class="md-nav__item">
3753      <a href="reference/sdk/services/deploy/" class="md-nav__link">
3754        
3755  
3756  
3757  <span class="md-ellipsis">
3758    
3759  
3760    Deploy
3761  
3762
3763    
3764  </span>
3765  
3766  
3767
3768      </a>
3769    </li>
3770  
3771
3772              
3773            
3774              
3775                
3776  
3777  
3778  
3779  
3780    <li class="md-nav__item">
3781      <a href="reference/sdk/services/stream/" class="md-nav__link">
3782        
3783  
3784  
3785  <span class="md-ellipsis">
3786    
3787  
3788    Stream
3789  
3790
3791    
3792  </span>
3793  
3794  
3795
3796      </a>
3797    </li>
3798  
3799
3800              
3801            
3802          </ul>
3803        </nav>
3804      
3805    </li>
3806  
3807
3808              
3809            
3810              
3811                
3812  
3813  
3814  
3815  
3816    <li class="md-nav__item">
3817      <a href="reference/sdk/vault/" class="md-nav__link">
3818        
3819  
3820  
3821  <span class="md-ellipsis">
3822    
3823  
3824    Vault
3825  
3826
3827    
3828  </span>
3829  
3830  
3831
3832      </a>
3833    </li>
3834  
3835
3836              
3837            
3838          </ul>
3839        </nav>
3840      
3841    </li>
3842  
3843
3844              
3845            
3846          </ul>
3847        </nav>
3848      
3849    </li>
3850  
3851
3852              
3853            
3854          </ul>
3855        </nav>
3856      
3857    </li>
3858  
3859
3860    
3861      
3862      
3863  
3864  
3865  
3866  
3867    
3868    
3869      
3870        
3871          
3872        
3873      
3874        
3875      
3876        
3877      
3878    
3879    
3880    
3881      
3882      
3883        
3884      
3885    
3886    
3887    <li class="md-nav__item md-nav__item--nested">
3888      
3889        
3890        
3891        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" >
3892        
3893          
3894          <div class="md-nav__link md-nav__container">
3895            <a href="blog/" class="md-nav__link ">
3896              
3897  
3898  
3899  <span class="md-ellipsis">
3900    
3901  
3902    Blog
3903  
3904
3905    
3906  </span>
3907  
3908  
3909
3910            </a>
3911            
3912              
3913              <label class="md-nav__link " for="__nav_6" id="__nav_6_label" tabindex="0">
3914                <span class="md-nav__icon md-icon"></span>
3915              </label>
3916            
3917          </div>
3918        
3919        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="false">
3920          <label class="md-nav__title" for="__nav_6">
3921            <span class="md-nav__icon md-icon"></span>
3922            
3923  
3924    Blog
3925  
3926
3927          </label>
3928          <ul class="md-nav__list" data-md-scrollfix>
3929            
3930              
3931            
3932              
3933                
3934  
3935  
3936  
3937  
3938    
3939    
3940      
3941        
3942      
3943        
3944      
3945        
3946      
3947        
3948      
3949    
3950    
3951    
3952      
3953      
3954        
3955      
3956    
3957    
3958    <li class="md-nav__item md-nav__item--nested">
3959      
3960        
3961        
3962        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_2" >
3963        
3964          
3965          <label class="md-nav__link" for="__nav_6_2" id="__nav_6_2_label" tabindex="0">
3966            
3967  
3968  
3969  <span class="md-ellipsis">
3970    
3971  
3972    Archive
3973  
3974
3975    
3976  </span>
3977  
3978  
3979
3980            <span class="md-nav__icon md-icon"></span>
3981          </label>
3982        
3983        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_6_2_label" aria-expanded="false">
3984          <label class="md-nav__title" for="__nav_6_2">
3985            <span class="md-nav__icon md-icon"></span>
3986            
3987  
3988    Archive
3989  
3990
3991          </label>
3992          <ul class="md-nav__list" data-md-scrollfix>
3993            
3994              
3995                
3996  
3997  
3998  
3999    
4000  
4001  
4002    <li class="md-nav__item">
4003      <a href="blog/archive/2026/" class="md-nav__link">
4004        
4005  
4006  
4007  <span class="md-ellipsis">
4008    
4009  
4010    2026
4011  
4012
4013    
4014  </span>
4015  
4016  
4017
4018      </a>
4019    </li>
4020  
4021
4022              
4023            
4024              
4025                
4026  
4027  
4028  
4029    
4030  
4031  
4032    <li class="md-nav__item">
4033      <a href="blog/archive/2025/" class="md-nav__link">
4034        
4035  
4036  
4037  <span class="md-ellipsis">
4038    
4039  
4040    2025
4041  
4042
4043    
4044  </span>
4045  
4046  
4047
4048      </a>
4049    </li>
4050  
4051
4052              
4053            
4054              
4055                
4056  
4057  
4058  
4059    
4060  
4061  
4062    <li class="md-nav__item">
4063      <a href="blog/archive/2024/" class="md-nav__link">
4064        
4065  
4066  
4067  <span class="md-ellipsis">
4068    
4069  
4070    2024
4071  
4072
4073    
4074  </span>
4075  
4076  
4077
4078      </a>
4079    </li>
4080  
4081
4082              
4083            
4084              
4085                
4086  
4087  
4088  
4089    
4090  
4091  
4092    <li class="md-nav__item">
4093      <a href="blog/archive/2015/" class="md-nav__link">
4094        
4095  
4096  
4097  <span class="md-ellipsis">
4098    
4099  
4100    2015
4101  
4102
4103    
4104  </span>
4105  
4106  
4107
4108      </a>
4109    </li>
4110  
4111
4112              
4113            
4114          </ul>
4115        </nav>
4116      
4117    </li>
4118  
4119
4120              
4121            
4122              
4123                
4124  
4125  
4126  
4127  
4128    
4129    
4130      
4131        
4132      
4133        
4134      
4135        
4136      
4137        
4138      
4139        
4140      
4141        
4142      
4143        
4144      
4145        
4146      
4147        
4148      
4149        
4150      
4151        
4152      
4153        
4154      
4155        
4156      
4157        
4158      
4159        
4160      
4161        
4162      
4163        
4164      
4165        
4166      
4167        
4168      
4169        
4170      
4171        
4172      
4173        
4174      
4175        
4176      
4177        
4178      
4179        
4180      
4181        
4182      
4183        
4184      
4185        
4186      
4187        
4188      
4189        
4190      
4191        
4192      
4193        
4194      
4195        
4196      
4197        
4198      
4199        
4200      
4201        
4202      
4203        
4204      
4205        
4206      
4207        
4208      
4209        
4210      
4211        
4212      
4213        
4214      
4215        
4216      
4217        
4218      
4219        
4220      
4221        
4222      
4223        
4224      
4225        
4226      
4227        
4228      
4229        
4230      
4231        
4232      
4233    
4234    
4235    
4236      
4237      
4238        
4239      
4240    
4241    
4242    <li class="md-nav__item md-nav__item--nested">
4243      
4244        
4245        
4246        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_3" >
4247        
4248          
4249          <label class="md-nav__link" for="__nav_6_3" id="__nav_6_3_label" tabindex="0">
4250            
4251  
4252  
4253  <span class="md-ellipsis">
4254    
4255  
4256    Categories
4257  
4258
4259    
4260  </span>
4261  
4262  
4263
4264            <span class="md-nav__icon md-icon"></span>
4265          </label>
4266        
4267        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_6_3_label" aria-expanded="false">
4268          <label class="md-nav__title" for="__nav_6_3">
4269            <span class="md-nav__icon md-icon"></span>
4270            
4271  
4272    Categories
4273  
4274
4275          </label>
4276          <ul class="md-nav__list" data-md-scrollfix>
4277            
4278              
4279                
4280  
4281  
4282  
4283    
4284  
4285  
4286    <li class="md-nav__item">
4287      <a href="blog/category/ai/" class="md-nav__link">
4288        
4289  
4290  
4291  <span class="md-ellipsis">
4292    
4293  
4294    AI
4295  
4296
4297    
4298  </span>
4299  
4300  
4301
4302      </a>
4303    </li>
4304  
4305
4306              
4307            
4308              
4309                
4310  
4311  
4312  
4313    
4314  
4315  
4316    <li class="md-nav__item">
4317      <a href="blog/category/ai-infrastructure/" class="md-nav__link">
4318        
4319  
4320  
4321  <span class="md-ellipsis">
4322    
4323  
4324    AI Infrastructure
4325  
4326
4327    
4328  </span>
4329  
4330  
4331
4332      </a>
4333    </li>
4334  
4335
4336              
4337            
4338              
4339                
4340  
4341  
4342  
4343    
4344  
4345  
4346    <li class="md-nav__item">
4347      <a href="blog/category/ai-leadership/" class="md-nav__link">
4348        
4349  
4350  
4351  <span class="md-ellipsis">
4352    
4353  
4354    AI Leadership
4355  
4356
4357    
4358  </span>
4359  
4360  
4361
4362      </a>
4363    </li>
4364  
4365
4366              
4367            
4368              
4369                
4370  
4371  
4372  
4373    
4374  
4375  
4376    <li class="md-nav__item">
4377      <a href="blog/category/architecture/" class="md-nav__link">
4378        
4379  
4380  
4381  <span class="md-ellipsis">
4382    
4383  
4384    Architecture
4385  
4386
4387    
4388  </span>
4389  
4390  
4391
4392      </a>
4393    </li>
4394  
4395
4396              
4397            
4398              
4399                
4400  
4401  
4402  
4403    
4404  
4405  
4406    <li class="md-nav__item">
4407      <a href="blog/category/automation/" class="md-nav__link">
4408        
4409  
4410  
4411  <span class="md-ellipsis">
4412    
4413  
4414    Automation
4415  
4416
4417    
4418  </span>
4419  
4420  
4421
4422      </a>
4423    </li>
4424  
4425
4426              
4427            
4428              
4429                
4430  
4431  
4432  
4433    
4434  
4435  
4436    <li class="md-nav__item">
4437      <a href="blog/category/business/" class="md-nav__link">
4438        
4439  
4440  
4441  <span class="md-ellipsis">
4442    
4443  
4444    Business
4445  
4446
4447    
4448  </span>
4449  
4450  
4451
4452      </a>
4453    </li>
4454  
4455
4456              
4457            
4458              
4459                
4460  
4461  
4462  
4463    
4464  
4465  
4466    <li class="md-nav__item">
4467      <a href="blog/category/business-update/" class="md-nav__link">
4468        
4469  
4470  
4471  <span class="md-ellipsis">
4472    
4473  
4474    Business Update
4475  
4476
4477    
4478  </span>
4479  
4480  
4481
4482      </a>
4483    </li>
4484  
4485
4486              
4487            
4488              
4489                
4490  
4491  
4492  
4493    
4494  
4495  
4496    <li class="md-nav__item">
4497      <a href="blog/category/canvas/" class="md-nav__link">
4498        
4499  
4500  
4501  <span class="md-ellipsis">
4502    
4503  
4504    Canvas
4505  
4506
4507    
4508  </span>
4509  
4510  
4511
4512      </a>
4513    </li>
4514  
4515
4516              
4517            
4518              
4519                
4520  
4521  
4522  
4523    
4524  
4525  
4526    <li class="md-nav__item">
4527      <a href="blog/category/career-development/" class="md-nav__link">
4528        
4529  
4530  
4531  <span class="md-ellipsis">
4532    
4533  
4534    Career Development
4535  
4536
4537    
4538  </span>
4539  
4540  
4541
4542      </a>
4543    </li>
4544  
4545
4546              
4547            
4548              
4549                
4550  
4551  
4552  
4553    
4554  
4555  
4556    <li class="md-nav__item">
4557      <a href="blog/category/communication/" class="md-nav__link">
4558        
4559  
4560  
4561  <span class="md-ellipsis">
4562    
4563  
4564    Communication
4565  
4566
4567    
4568  </span>
4569  
4570  
4571
4572      </a>
4573    </li>
4574  
4575
4576              
4577            
4578              
4579                
4580  
4581  
4582  
4583    
4584  
4585  
4586    <li class="md-nav__item">
4587      <a href="blog/category/competitive-analysis/" class="md-nav__link">
4588        
4589  
4590  
4591  <span class="md-ellipsis">
4592    
4593  
4594    Competitive Analysis
4595  
4596
4597    
4598  </span>
4599  
4600  
4601
4602      </a>
4603    </li>
4604  
4605
4606              
4607            
4608              
4609                
4610  
4611  
4612  
4613    
4614  
4615  
4616    <li class="md-nav__item">
4617      <a href="blog/category/data/" class="md-nav__link">
4618        
4619  
4620  
4621  <span class="md-ellipsis">
4622    
4623  
4624    Data
4625  
4626
4627    
4628  </span>
4629  
4630  
4631
4632      </a>
4633    </li>
4634  
4635
4636              
4637            
4638              
4639                
4640  
4641  
4642  
4643    
4644  
4645  
4646    <li class="md-nav__item">
4647      <a href="blog/category/developer-experience/" class="md-nav__link">
4648        
4649  
4650  
4651  <span class="md-ellipsis">
4652    
4653  
4654    Developer Experience
4655  
4656
4657    
4658  </span>
4659  
4660  
4661
4662      </a>
4663    </li>
4664  
4665
4666              
4667            
4668              
4669                
4670  
4671  
4672  
4673    
4674  
4675  
4676    <li class="md-nav__item">
4677      <a href="blog/category/development-tools/" class="md-nav__link">
4678        
4679  
4680  
4681  <span class="md-ellipsis">
4682    
4683  
4684    Development Tools
4685  
4686
4687    
4688  </span>
4689  
4690  
4691
4692      </a>
4693    </li>
4694  
4695
4696              
4697            
4698              
4699                
4700  
4701  
4702  
4703    
4704  
4705  
4706    <li class="md-nav__item">
4707      <a href="blog/category/education/" class="md-nav__link">
4708        
4709  
4710  
4711  <span class="md-ellipsis">
4712    
4713  
4714    Education
4715  
4716
4717    
4718  </span>
4719  
4720  
4721
4722      </a>
4723    </li>
4724  
4725
4726              
4727            
4728              
4729                
4730  
4731  
4732  
4733    
4734  
4735  
4736    <li class="md-nav__item">
4737      <a href="blog/category/fractional-cto/" class="md-nav__link">
4738        
4739  
4740  
4741  <span class="md-ellipsis">
4742    
4743  
4744    Fractional CTO
4745  
4746
4747    
4748  </span>
4749  
4750  
4751
4752      </a>
4753    </li>
4754  
4755
4756              
4757            
4758              
4759                
4760  
4761  
4762  
4763    
4764  
4765  
4766    <li class="md-nav__item">
4767      <a href="blog/category/human-ai-collaboration/" class="md-nav__link">
4768        
4769  
4770  
4771  <span class="md-ellipsis">
4772    
4773  
4774    Human-AI Collaboration
4775  
4776
4777    
4778  </span>
4779  
4780  
4781
4782      </a>
4783    </li>
4784  
4785
4786              
4787            
4788              
4789                
4790  
4791  
4792  
4793    
4794  
4795  
4796    <li class="md-nav__item">
4797      <a href="blog/category/infrastructure/" class="md-nav__link">
4798        
4799  
4800  
4801  <span class="md-ellipsis">
4802    
4803  
4804    Infrastructure
4805  
4806
4807    
4808  </span>
4809  
4810  
4811
4812      </a>
4813    </li>
4814  
4815
4816              
4817            
4818              
4819                
4820  
4821  
4822  
4823    
4824  
4825  
4826    <li class="md-nav__item">
4827      <a href="blog/category/integration/" class="md-nav__link">
4828        
4829  
4830  
4831  <span class="md-ellipsis">
4832    
4833  
4834    Integration
4835  
4836
4837    
4838  </span>
4839  
4840  
4841
4842      </a>
4843    </li>
4844  
4845
4846              
4847            
4848              
4849                
4850  
4851  
4852  
4853    
4854  
4855  
4856    <li class="md-nav__item">
4857      <a href="blog/category/llm/" class="md-nav__link">
4858        
4859  
4860  
4861  <span class="md-ellipsis">
4862    
4863  
4864    LLM
4865  
4866
4867    
4868  </span>
4869  
4870  
4871
4872      </a>
4873    </li>
4874  
4875
4876              
4877            
4878              
4879                
4880  
4881  
4882  
4883    
4884  
4885  
4886    <li class="md-nav__item">
4887      <a href="blog/category/mcp/" class="md-nav__link">
4888        
4889  
4890  
4891  <span class="md-ellipsis">
4892    
4893  
4894    MCP
4895  
4896
4897    
4898  </span>
4899  
4900  
4901
4902      </a>
4903    </li>
4904  
4905
4906              
4907            
4908              
4909                
4910  
4911  
4912  
4913    
4914  
4915  
4916    <li class="md-nav__item">
4917      <a href="blog/category/management/" class="md-nav__link">
4918        
4919  
4920  
4921  <span class="md-ellipsis">
4922    
4923  
4924    Management
4925  
4926
4927    
4928  </span>
4929  
4930  
4931
4932      </a>
4933    </li>
4934  
4935
4936              
4937            
4938              
4939                
4940  
4941  
4942  
4943    
4944  
4945  
4946    <li class="md-nav__item">
4947      <a href="blog/category/methodology/" class="md-nav__link">
4948        
4949  
4950  
4951  <span class="md-ellipsis">
4952    
4953  
4954    Methodology
4955  
4956
4957    
4958  </span>
4959  
4960  
4961
4962      </a>
4963    </li>
4964  
4965
4966              
4967            
4968              
4969                
4970  
4971  
4972  
4973    
4974  
4975  
4976    <li class="md-nav__item">
4977      <a href="blog/category/open-source/" class="md-nav__link">
4978        
4979  
4980  
4981  <span class="md-ellipsis">
4982    
4983  
4984    Open Source
4985  
4986
4987    
4988  </span>
4989  
4990  
4991
4992      </a>
4993    </li>
4994  
4995
4996              
4997            
4998              
4999                
5000  
5001  
5002  
5003    
5004  
5005  
5006    <li class="md-nav__item">
5007      <a href="blog/category/organization-design/" class="md-nav__link">
5008        
5009  
5010  
5011  <span class="md-ellipsis">
5012    
5013  
5014    Organization Design
5015  
5016
5017    
5018  </span>
5019  
5020  
5021
5022      </a>
5023    </li>
5024  
5025
5026              
5027            
5028              
5029                
5030  
5031  
5032  
5033    
5034  
5035  
5036    <li class="md-nav__item">
5037      <a href="blog/category/personal/" class="md-nav__link">
5038        
5039  
5040  
5041  <span class="md-ellipsis">
5042    
5043  
5044    Personal
5045  
5046
5047    
5048  </span>
5049  
5050  
5051
5052      </a>
5053    </li>
5054  
5055
5056              
5057            
5058              
5059                
5060  
5061  
5062  
5063    
5064  
5065  
5066    <li class="md-nav__item">
5067      <a href="blog/category/platform/" class="md-nav__link">
5068        
5069  
5070  
5071  <span class="md-ellipsis">
5072    
5073  
5074    Platform
5075  
5076
5077    
5078  </span>
5079  
5080  
5081
5082      </a>
5083    </li>
5084  
5085
5086              
5087            
5088              
5089                
5090  
5091  
5092  
5093    
5094  
5095  
5096    <li class="md-nav__item">
5097      <a href="blog/category/productivity/" class="md-nav__link">
5098        
5099  
5100  
5101  <span class="md-ellipsis">
5102    
5103  
5104    Productivity
5105  
5106
5107    
5108  </span>
5109  
5110  
5111
5112      </a>
5113    </li>
5114  
5115
5116              
5117            
5118              
5119                
5120  
5121  
5122  
5123    
5124  
5125  
5126    <li class="md-nav__item">
5127      <a href="blog/category/programming-fundamentals/" class="md-nav__link">
5128        
5129  
5130  
5131  <span class="md-ellipsis">
5132    
5133  
5134    Programming Fundamentals
5135  
5136
5137    
5138  </span>
5139  
5140  
5141
5142      </a>
5143    </li>
5144  
5145
5146              
5147            
5148              
5149                
5150  
5151  
5152  
5153    
5154  
5155  
5156    <li class="md-nav__item">
5157      <a href="blog/category/quality/" class="md-nav__link">
5158        
5159  
5160  
5161  <span class="md-ellipsis">
5162    
5163  
5164    Quality
5165  
5166
5167    
5168  </span>
5169  
5170  
5171
5172      </a>
5173    </li>
5174  
5175
5176              
5177            
5178              
5179                
5180  
5181  
5182  
5183    
5184  
5185  
5186    <li class="md-nav__item">
5187      <a href="blog/category/rag/" class="md-nav__link">
5188        
5189  
5190  
5191  <span class="md-ellipsis">
5192    
5193  
5194    RAG
5195  
5196
5197    
5198  </span>
5199  
5200  
5201
5202      </a>
5203    </li>
5204  
5205
5206              
5207            
5208              
5209                
5210  
5211  
5212  
5213    
5214  
5215  
5216    <li class="md-nav__item">
5217      <a href="blog/category/release/" class="md-nav__link">
5218        
5219  
5220  
5221  <span class="md-ellipsis">
5222    
5223  
5224    Release
5225  
5226
5227    
5228  </span>
5229  
5230  
5231
5232      </a>
5233    </li>
5234  
5235
5236              
5237            
5238              
5239                
5240  
5241  
5242  
5243    
5244  
5245  
5246    <li class="md-nav__item">
5247      <a href="blog/category/research-platform/" class="md-nav__link">
5248        
5249  
5250  
5251  <span class="md-ellipsis">
5252    
5253  
5254    Research Platform
5255  
5256
5257    
5258  </span>
5259  
5260  
5261
5262      </a>
5263    </li>
5264  
5265
5266              
5267            
5268              
5269                
5270  
5271  
5272  
5273    
5274  
5275  
5276    <li class="md-nav__item">
5277      <a href="blog/category/software-development/" class="md-nav__link">
5278        
5279  
5280  
5281  <span class="md-ellipsis">
5282    
5283  
5284    Software Development
5285  
5286
5287    
5288  </span>
5289  
5290  
5291
5292      </a>
5293    </li>
5294  
5295
5296              
5297            
5298              
5299                
5300  
5301  
5302  
5303    
5304  
5305  
5306    <li class="md-nav__item">
5307      <a href="blog/category/strategy/" class="md-nav__link">
5308        
5309  
5310  
5311  <span class="md-ellipsis">
5312    
5313  
5314    Strategy
5315  
5316
5317    
5318  </span>
5319  
5320  
5321
5322      </a>
5323    </li>
5324  
5325
5326              
5327            
5328              
5329                
5330  
5331  
5332  
5333    
5334  
5335  
5336    <li class="md-nav__item">
5337      <a href="blog/category/taxonomies/" class="md-nav__link">
5338        
5339  
5340  
5341  <span class="md-ellipsis">
5342    
5343  
5344    Taxonomies
5345  
5346
5347    
5348  </span>
5349  
5350  
5351
5352      </a>
5353    </li>
5354  
5355
5356              
5357            
5358              
5359                
5360  
5361  
5362  
5363    
5364  
5365  
5366    <li class="md-nav__item">
5367      <a href="blog/category/team-building/" class="md-nav__link">
5368        
5369  
5370  
5371  <span class="md-ellipsis">
5372    
5373  
5374    Team Building
5375  
5376
5377    
5378  </span>
5379  
5380  
5381
5382      </a>
5383    </li>
5384  
5385
5386              
5387            
5388              
5389                
5390  
5391  
5392  
5393    
5394  
5395  
5396    <li class="md-nav__item">
5397      <a href="blog/category/technology/" class="md-nav__link">
5398        
5399  
5400  
5401  <span class="md-ellipsis">
5402    
5403  
5404    Technology
5405  
5406
5407    
5408  </span>
5409  
5410  
5411
5412      </a>
5413    </li>
5414  
5415
5416              
5417            
5418              
5419                
5420  
5421  
5422  
5423    
5424  
5425  
5426    <li class="md-nav__item">
5427      <a href="blog/category/terminal/" class="md-nav__link">
5428        
5429  
5430  
5431  <span class="md-ellipsis">
5432    
5433  
5434    Terminal
5435  
5436
5437    
5438  </span>
5439  
5440  
5441
5442      </a>
5443    </li>
5444  
5445
5446              
5447            
5448              
5449                
5450  
5451  
5452  
5453    
5454  
5455  
5456    <li class="md-nav__item">
5457      <a href="blog/category/ux/" class="md-nav__link">
5458        
5459  
5460  
5461  <span class="md-ellipsis">
5462    
5463  
5464    UX
5465  
5466
5467    
5468  </span>
5469  
5470  
5471
5472      </a>
5473    </li>
5474  
5475
5476              
5477            
5478              
5479                
5480  
5481  
5482  
5483    
5484  
5485  
5486    <li class="md-nav__item">
5487      <a href="blog/category/values/" class="md-nav__link">
5488        
5489  
5490  
5491  <span class="md-ellipsis">
5492    
5493  
5494    Values
5495  
5496
5497    
5498  </span>
5499  
5500  
5501
5502      </a>
5503    </li>
5504  
5505
5506              
5507            
5508              
5509                
5510  
5511  
5512  
5513    
5514  
5515  
5516    <li class="md-nav__item">
5517      <a href="blog/category/vibe-coding/" class="md-nav__link">
5518        
5519  
5520  
5521  <span class="md-ellipsis">
5522    
5523  
5524    Vibe Coding
5525  
5526
5527    
5528  </span>
5529  
5530  
5531
5532      </a>
5533    </li>
5534  
5535
5536              
5537            
5538              
5539                
5540  
5541  
5542  
5543    
5544  
5545  
5546    <li class="md-nav__item">
5547      <a href="blog/category/workflow-automation/" class="md-nav__link">
5548        
5549  
5550  
5551  <span class="md-ellipsis">
5552    
5553  
5554    Workflow Automation
5555  
5556
5557    
5558  </span>
5559  
5560  
5561
5562      </a>
5563    </li>
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5577      <a href="blog/category/ai-assisted-development/" class="md-nav__link">
5578        
5579  
5580  
5581  <span class="md-ellipsis">
5582    
5583  
5584    ai-assisted-development
5585  
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5614    data-science
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5638        
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5641  <span class="md-ellipsis">
5642    
5643  
5644    deepseek
5645  
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5648  </span>
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5668        
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5671  <span class="md-ellipsis">
5672    
5673  
5674    flutter
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5697      <a href="blog/category/mobile-development/" class="md-nav__link">
5698        
5699  
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5701  <span class="md-ellipsis">
5702    
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5704    mobile-development
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5728        
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5732    
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5742      </a>
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5756    <li class="md-nav__item">
5757      <a href="blog/category/ui-automation/" class="md-nav__link">
5758        
5759  
5760  
5761  <span class="md-ellipsis">
5762    
5763  
5764    ui-automation
5765  
5766
5767    
5768  </span>
5769  
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5771
5772      </a>
5773    </li>
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5787      <a href="blog/category/windows/" class="md-nav__link">
5788        
5789  
5790  
5791  <span class="md-ellipsis">
5792    
5793  
5794    windows
5795  
5796
5797    
5798  </span>
5799  
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5801
5802      </a>
5803    </li>
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5806              
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5855    <li class="md-nav__item md-nav__item--nested">
5856      
5857        
5858        
5859        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
5860        
5861          
5862          <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
5863            
5864  
5865  
5866  <span class="md-ellipsis">
5867    
5868  
5869    Company
5870  
5871
5872    
5873  </span>
5874  
5875  
5876
5877            <span class="md-nav__icon md-icon"></span>
5878          </label>
5879        
5880        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
5881          <label class="md-nav__title" for="__nav_7">
5882            <span class="md-nav__icon md-icon"></span>
5883            
5884  
5885    Company
5886  
5887
5888          </label>
5889          <ul class="md-nav__list" data-md-scrollfix>
5890            
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5896  
5897    <li class="md-nav__item">
5898      <a href="about/" class="md-nav__link">
5899        
5900  
5901  
5902  <span class="md-ellipsis">
5903    
5904  
5905    About
5906  
5907
5908    
5909  </span>
5910  
5911  
5912
5913      </a>
5914    </li>
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5925    <li class="md-nav__item">
5926      <a href="journey/" class="md-nav__link">
5927        
5928  
5929  
5930  <span class="md-ellipsis">
5931    
5932  
5933    Our Journey
5934  
5935
5936    
5937  </span>
5938  
5939  
5940
5941      </a>
5942    </li>
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5953    <li class="md-nav__item">
5954      <a href="research/" class="md-nav__link">
5955        
5956  
5957  
5958  <span class="md-ellipsis">
5959    
5960  
5961    Research
5962  
5963
5964    
5965  </span>
5966  
5967  
5968
5969      </a>
5970    </li>
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5973              
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5981    <li class="md-nav__item">
5982      <a href="human-ai-collaboration/" class="md-nav__link">
5983        
5984  
5985  
5986  <span class="md-ellipsis">
5987    
5988  
5989    Human-AI Collaboration
5990  
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5992    
5993  </span>
5994  
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5997      </a>
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6011        
6012  
6013  
6014  <span class="md-ellipsis">
6015    
6016  
6017    Philosophy
6018  
6019
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6022  
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6024
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6038      <a href="contact/" class="md-nav__link">
6039        
6040  
6041  
6042  <span class="md-ellipsis">
6043    
6044  
6045    Contact
6046  
6047
6048    
6049  </span>
6050  
6051  
6052
6053      </a>
6054    </li>
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6065    <li class="md-nav__item">
6066      <a href="privacy/" class="md-nav__link">
6067        
6068  
6069  
6070  <span class="md-ellipsis">
6071    
6072  
6073    Privacy Policy
6074  
6075
6076    
6077  </span>
6078  
6079  
6080
6081      </a>
6082    </li>
6083  
6084
6085              
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6090    </li>
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6094  </ul>
6095</nav>
6096                  </div>
6097                </div>
6098              </div>
6099            
6100            
6101              
6102                
6103              
6104              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" hidden>
6105                <div class="md-sidebar__scrollwrap">
6106                  <div class="md-sidebar__inner">
6107                    
6108
6109<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
6110  
6111  
6112  
6113    
6114  
6115  
6116    <label class="md-nav__title" for="__toc">
6117      <span class="md-nav__icon md-icon"></span>
6118      Table of contents
6119    </label>
6120    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
6121      
6122        <li class="md-nav__item">
6123  <a href="#one-workplace-three-doors" class="md-nav__link">
6124    <span class="md-ellipsis">
6125      
6126        One workplace, three doors
6127      
6128    </span>
6129  </a>
6130  
6131    <nav class="md-nav" aria-label="One workplace, three doors">
6132      <ul class="md-nav__list">
6133        
6134          <li class="md-nav__item">
6135  <a href="#in-a-browser-tab" class="md-nav__link">
6136    <span class="md-ellipsis">
6137      
6138        In a browser tab
6139      
6140    </span>
6141  </a>
6142  
6143</li>
6144        
6145          <li class="md-nav__item">
6146  <a href="#on-your-own-machine" class="md-nav__link">
6147    <span class="md-ellipsis">
6148      
6149        On your own machine
6150      
6151    </span>
6152  </a>
6153  
6154</li>
6155        
6156          <li class="md-nav__item">
6157  <a href="#in-your-pocket" class="md-nav__link">
6158    <span class="md-ellipsis">
6159      
6160        In your pocket
6161      
6162    </span>
6163  </a>
6164  
6165</li>
6166        
6167      </ul>
6168    </nav>
6169  
6170</li>
6171      
6172        <li class="md-nav__item">
6173  <a href="#limitations-removed" class="md-nav__link">
6174    <span class="md-ellipsis">
6175      
6176        Limitations removed
6177      
6178    </span>
6179  </a>
6180  
6181</li>
6182      
6183        <li class="md-nav__item">
6184  <a href="#the-members-first-minute" class="md-nav__link">
6185    <span class="md-ellipsis">
6186      
6187        The member's first minute
6188      
6189    </span>
6190  </a>
6191  
6192</li>
6193      
6194        <li class="md-nav__item">
6195  <a href="#delivered-by-partners" class="md-nav__link">
6196    <span class="md-ellipsis">
6197      
6198        Delivered by partners
6199      
6200    </span>
6201  </a>
6202  
6203</li>
6204      
6205        <li class="md-nav__item">
6206  <a href="#built-on-production-work" class="md-nav__link">
6207    <span class="md-ellipsis">
6208      
6209        Built on production work
6210      
6211    </span>
6212  </a>
6213  
6214</li>
6215      
6216        <li class="md-nav__item">
6217  <a href="#professional-services" class="md-nav__link">
6218    <span class="md-ellipsis">
6219      
6220        Professional services
6221      
6222    </span>
6223  </a>
6224  
6225</li>
6226      
6227    </ul>
6228  
6229</nav>
6230                  </div>
6231                </div>
6232              </div>
6233            
6234          
6235          
6236            <div class="md-content" data-md-component="content">
6237              
6238              <article class="md-content__inner md-typeset">
6239                
6240                  
6241  
6242
6243
6244
6245
6246<script type="application/ld+json">
6247{
6248  "@context": "https://schema.org",
6249  "@type": "Organization",
6250  "name": "LIT.AI",
6251  "url": "https://www.lit.ai",
6252  "logo": "https://www.lit.ai/assets/ai-fire-cutout-logo-only-white-horizontal.png",
6253  "description": "LIT is the workplace for AI agents. The labs make the models smarter; LIT gives your AI a seat on your team, on your machines, with rules and a record. Runs any harness, any model, on seats or tokens. Delivered by partners under their brand.",
6254  "foundingDate": "2013-12",
6255  "sameAs": [
6256    "https://github.com/Positronic-AI",
6257    "https://aws.amazon.com/marketplace/seller-profile?id=seller-f35gkkrz2fufo"
6258  ]
6259}
6260</script>
6260
6261
6262<h1 class="hero-title" id="your-ai-on-your-team">Your AI, on your team.<a class="headerlink" href="#your-ai-on-your-team" title="Permanent link">#</a></h1>
6263<p><strong>The labs make the models smarter. LIT gives your AI a seat on your team, on your machines, with rules and a record.</strong></p>
6264<blockquote>
6265<p>Runs any harness, any model, on seats or tokens. Claude Code, Codex, Gemini CLI or a local model; the subscription you already pay for or an API key; side by side in the same workplace, on the same record.</p>
6266</blockquote>
6267<p><a class="md-button md-button--primary" href="platform/desktop/">Get the desktop →</a>
6268<a class="md-button" href="partners/">Talk to a partner →</a></p>
6269<p><small>Free for personal use · Commercial via <a href="partners/">partners</a></small></p>
6270<hr />
6271<h2 id="one-workplace-three-doors">One workplace, three doors<a class="headerlink" href="#one-workplace-three-doors" title="Permanent link">#</a></h2>
6272<p>A door is where you are, not who you are. Everyone in the building uses the same workplace; they just come in from different places during the day.</p>
6273<div class="feature-row">
6274<div class="feature-image">
6275<p><a class="glightbox" href="assets/screenshots/chat-multi-panel.png" data-type="image" data-width="auto" data-height="auto" data-desc-position="bottom"><img alt="The web app in a browser tab: chat docked beside a file browser and a rendered document" src="assets/screenshots/chat-multi-panel.png" /></a></p>
6276</div>
6277<div class="feature-text">
6278<h3 id="in-a-browser-tab">In a browser tab<a class="headerlink" href="#in-a-browser-tab" title="Permanent link">#</a></h3>
6279<p>Nothing to install. You sign in with the company login, and a seat and an agent are already waiting. The receptionist asks it how the new phone system works; the project manager keeps one channel per project and gets a summary every morning. Whatever you learn stays in the channel for the next person.</p>
6280<p>Behind the tab, IT holds the seats, sets the rules, and reads the audit log. That's a role, not a door.</p>
6281<p><a href="platform/llm/policy/">Seats &amp; Policy →</a> · <a href="platform/llm/identity/">Identity &amp; Security →</a></p>
6282</div>
6283</div>
6284<div class="feature-row reverse">
6285<div class="feature-image">
6286<p><a class="glightbox" href="assets/screenshots/desktop-palette.png" data-type="image" data-width="auto" data-height="auto" data-desc-position="bottom"><img alt="The desktop: two teams in tabs, channels, and the command palette open on App Store" src="assets/screenshots/desktop-palette.png" /></a></p>
6287</div>
6288<div class="feature-text">
6289<h3 id="on-your-own-machine">On your own machine<a class="headerlink" href="#on-your-own-machine" title="Permanent link">#</a></h3>
6290<p>For work that lives in files. The marketing intern drafts in a folder the agent can read, with the brand skill the team published. The engineer runs Claude Code beside the repo. Local models when the data can't leave the laptop.</p>
6291<p>Same agent, same channels. The desktop connects to the team server, so nothing done here falls off the record. It also runs alone, free for personal use.</p>
6292<p><a href="platform/desktop/">Desktop →</a></p>
6293</div>
6294</div>
6295<div class="feature-row">
6296<div class="feature-image feature-image--phone">
6297<p><a class="glightbox" href="assets/screenshots/mobile-channel.jpg" data-type="image" data-width="auto" data-height="auto" data-desc-position="bottom"><img alt="A channel on the phone: the agent replies with its actions shown" src="assets/screenshots/mobile-channel.jpg" /></a></p>
6298</div>
6299<div class="feature-text">
6300<h3 id="in-your-pocket">In your pocket<a class="headerlink" href="#in-your-pocket" title="Permanent link">#</a></h3>
6301<p>Native iOS and Android apps, in beta, plus a web UI that works on a phone. The inside sales rep dictates a follow-up between calls and the agent drafts it into the channel. The manager checks what ran overnight, redirects it, taps the approval card when it asks.</p>
6302<p>One record, one policy. Host, team and channel are one address space, so the phone sees exactly what the browser sees.</p>
6303<p><a href="platform/mobile/">Mobile →</a> · <a href="platform/reach/">Reach →</a></p>
6304</div>
6305</div>
6306<hr />
6307<h2 id="limitations-removed">Limitations removed<a class="headerlink" href="#limitations-removed" title="Permanent link">#</a></h2>
6308<p>We find the artificial limits on what your AI can do for your team and remove them, one at a time. Eac
6308h of these was a limit. None of them is now.</p>
6309<div class="prop-grid">
6310<div class="prop-card">
6311<p><strong>Couldn't be reached away from your desk.</strong></p>
6312<p>Close the laptop, open your phone, and your agent is still there, still running on your machine with all its compute. <a href="platform/reach/">Reach →</a> · <a href="platform/mobile/">Mobile →</a></p>
6313</div>
6314<div class="prop-card">
6315<p><strong>Couldn't switch models without starting over.</strong></p>
6316<p>History lives in the session, not with the vendor. Move from Claude to Gemini to Codex and the next model reads the transcripts and picks up. If one provider is having a bad day, you keep working. <a href="platform/llm/models/">Any harness, any model →</a></p>
6317</div>
6318<div class="prop-card">
6319<p><strong>Couldn't keep what it made.</strong></p>
6320<p>Everything your agent writes lands on your disk, under your identity, not inside a vendor's chat window. Nothing leaves your environment. <a href="platform/llm/identity/">Identity &amp; Security →</a></p>
6321</div>
6322<div class="prop-card">
6323<p><strong>Couldn't remember.</strong></p>
6324<p>Channels bind history and capability together: memory, skills, files and agents attach to the channel, and context compounds for months. <a href="platform/llm/record/">Channels &amp; the Record →</a> · <a href="platform/llm/memory/">Memory →</a></p>
6325</div>
6326<div class="prop-card">
6327<p><strong>Couldn't turn tribal knowledge into institutional knowledge.</strong></p>
6328<p>Search, a calendar view and a knowledge graph over the whole record. It survives turnover: when someone leaves, a successor inherits their channels. <a href="platform/llm/record/">The record →</a></p>
6329</div>
6330<div class="prop-card">
6331<p><strong>Couldn't work while you slept.</strong></p>
6332<p>Heartbeats, schedules, and wake-ups from git, CI and Jira. Results post to the channel; you supervise from a phone. <a href="platform/llm/heartbeat/">Autonomous agents →</a></p>
6333</div>
6334<div class="prop-card">
6335<p><strong>Couldn't be trusted by IT.</strong></p>
6336<p>Seats, policy, audit and a kill switch. Deny wins. Every action is on the record. <a href="platform/llm/policy/">Seats &amp; Policy →</a></p>
6337</div>
6338<div class="prop-card">
6339<p><strong>Couldn't log in as you.</strong></p>
6340<p>Multi-tenant through the operating system: SSH-as-user execution, Keycloak SSO, kernel-enforced isolation. Your people log into your box. <a href="platform/llm/identity/">Identity &amp; Security →</a></p>
6341</div>
6342<div class="prop-card">
6343<p><strong>Couldn't be watched.</strong></p>
6344<p>Every tool call streams inline as it happens, and every reply carries its receipt: response time, the model that answered, tokens in and out. Transcripts and the audit log are the record itself, not a summary of it. <a href="platform/llm/chat-interface/">Chat interface →</a></p>
6345</div>
6346<div class="prop-card">
6347<p><strong>Couldn't be more than one.</strong></p>
6348<p>Several agents at once, different models on different workstreams, agent-to-agent messages, and a provisioned agent waiting for every member. <a href="platform/llm/agents/">Agents →</a></p>
6349</div>
6350<div class="prop-card">
6351<p><strong>Couldn't be extended by anyone but us.</strong></p>
6352<p>Partners ship apps and skills on the platform through their own store. One Install button on a customer's desktop. <a href="platform/llm/apps/">Apps &amp; the App Store →</a></p>
6353</div>
6354<div class="prop-card">
6355<p><strong>Couldn't sit on your machine.</strong></p>
6356<p>The desktop is free for personal use: same agent, same channels, your local files and local models. <a href="platform/desktop/">Desktop →</a></p>
6357</div>
6358</div>
6359<hr />
6360<h2 id="the-members-first-minute">The member's first minute<a class="headerlink" href="#the-members-first-minute" title="Permanent link">#</a></h2>
6361<p>This is the demo. Not the admin console — the first minute of someone who was just added to the team.</p>
6362<p><strong>1. Sign in.</strong> Your company's single sign-on. No new password, no install.</p>
6363<!-- SHOT 1 -->
6364
6365<p><strong>2. The seat and the agent are already waiting.</strong> Your admin set both up for everyone. You never see an API key, and you don't choose a model; policy did.</p>
6366<!-- SHOT 8 -->
6367
6368<div class="feature-row">
6369<div class="feature-image">
6370<p><a class="glightbox" href="assets/screenshots/channels-sidebar.png" data-type="image" data-width="auto" data-height="auto" data-desc-position="bottom"><img alt="Channels in the sidebar, one per project" src="assets/screenshots/channels-sidebar.png" /></a></p>
6371</div>
6372<div class="feature-text">
6373<p><strong>3. One OAuth, then chat.</strong> Connect your account once. From then on it's a colleague in your channels: 
6373it remembers, it works overnight, and everything it does is on the record.</p>
6374<p><a href="platform/llm/agents/">Agents →</a> · <a href="platform/llm/chat-interface/">Chat interface →</a></p>
6375</div>
6376</div>
6377<hr />
6378<h2 id="delivered-by-partners">Delivered by partners<a class="headerlink" href="#delivered-by-partners" title="Permanent link">#</a></h2>
6379<p>LIT is delivered by partners, under their brand, to their customers. Positronic builds the platform. If you're a team, talk to a partner. If you deploy AI for clients, become one.</p>
6380<p>JovAI is the first partner. Partners own the accounts they bring, run their own identity provider, ship their own apps on the platform, and get the workplace under their theme and name.</p>
6381<p><a href="partners/">Partners →</a></p>
6382<hr />
6383<h2 id="built-on-production-work">Built on production work<a class="headerlink" href="#built-on-production-work" title="Permanent link">#</a></h2>
6384<p>Before it was a workplace for agents, it was twelve years of delivered systems. <a href="research/">Research →</a></p>
6385<p><strong><a href="case-studies/pcgs-counterfeit-detection/">Counterfeit detection for PCGS</a></strong> · computer vision across millions of coin images
6386<strong><a href="case-studies/bed-exit-prediction/">Bed-exit prediction</a></strong> · CNN+LSTM predicting patient falls before they happen
6387<strong><a href="case-studies/eeg-analysis/">Real-time EEG analysis</a></strong> · streaming neural networks for patient monitoring</p>
6388<p><a href="case-studies/">All case studies →</a></p>
6389<hr />
6390<h2 id="professional-services">Professional services<a class="headerlink" href="#professional-services" title="Permanent link">#</a></h2>
6391<p>12+ years building production AI systems in healthcare, finance, and enterprise.</p>
6392<p><strong>Fractional CTO</strong> · Strategic AI leadership · $15,000/month · <a href="professional-services/fractional-cto/">Learn more →</a></p>
6393<p><strong>Custom AI development</strong> · Production systems · $500/hour · <a href="contact/">Get in touch →</a></p>
6394<p><strong>Technology licensing</strong> · Patents in ML training optimization and neural network systems · <a href="pricing/#technology-licensing">Enterprise →</a></p>
6395<p><strong>Partner licensing</strong> · The workplace under your brand, for your customers · <a href="partners/">Partners →</a></p>
6396<hr />
6397<p><a class="md-button md-button--primary" href="contact/">Contact us →</a></p>
6398
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