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Droplet","/runners/do-droplet","23.runners/12.do-droplet",{"title":714,"path":715,"stem":716,"icon":285},"Magalu Cloud VM","/runners/magalu-vm","23.runners/13.magalu-vm",{"title":101,"path":718,"stem":719,"icon":720},"/runners/devkit","23.runners/14.devkit","i-lucide-laptop",{"title":722,"path":723,"stem":724,"icon":725},"Purposes & integrations","/runners/purposes","23.runners/16.purposes","i-lucide-layers",{"title":727,"path":728,"stem":729,"icon":241},"Fargate","/runners/fargate","23.runners/2.fargate",{"title":731,"path":732,"stem":733,"icon":241},"EC2 Auto Scaling","/runners/ec2-auto-scaling","23.runners/3.ec2-auto-scaling",{"title":735,"path":736,"stem":737,"icon":241},"EC2 VM","/runners/ec2-vm","23.runners/4.ec2-vm",{"title":287,"path":739,"stem":740,"icon":290},"/runners/kubernetes","23.runners/5.kubernetes",{"title":742,"path":743,"stem":744,"icon":280},"Azure Container Apps","/runners/azure-container-apps","23.runners/6.azure-container-apps",{"title":746,"path":747,"stem":748,"icon":280},"Azure VMSS","/runners/azure-vmss","23.runners/7.azure-vmss",{"title":750,"path":751,"stem":752,"icon":280},"Azure VM","/runners/azure-vm","23.runners/8.azure-vm",{"title":754,"path":755,"stem":756,"icon":275},"GCE","/runners/gce","23.runners/9.gce",{"title":758,"path":759,"stem":760,"children":761,"icon":763},"Chat","/chat","24.chat/01.index",[762,764,768,773,777,782,787,791,796,800,805,810,814,819,824,828,832,836,840,845],{"title":758,"path":759,"stem":760,"icon":763},"i-lucide-messages-square",{"title":765,"path":766,"stem":767,"icon":446},"Enable and publish","/chat/enable-and-publish","24.chat/02.enable-and-publish",{"title":769,"path":770,"stem":771,"icon":772},"Theme and customization","/chat/theme-and-customization","24.chat/03.theme-and-customization","i-lucide-palette",{"title":774,"path":775,"stem":776,"icon":85},"Members and moderation","/chat/members-and-moderation","24.chat/04.members-and-moderation",{"title":778,"path":779,"stem":780,"icon":781},"Channels","/chat/channels","24.chat/05.channels","i-lucide-hash",{"title":783,"path":784,"stem":785,"icon":786},"Using the chat","/chat/using-the-chat","24.chat/06.using-the-chat","i-lucide-message-circle",{"title":788,"path":789,"stem":790,"icon":44},"Actors in chat","/chat/actors-in-chat","24.chat/07.actors-in-chat",{"title":792,"path":793,"stem":794,"icon":795},"Internal support actor","/chat/internal-support-actor","24.chat/08.internal-support-actor","i-lucide-life-buoy",{"title":797,"path":798,"stem":799,"icon":104},"API and console","/chat/api-and-console","24.chat/09.api-and-console",{"title":801,"path":802,"stem":803,"icon":804},"Limits","/chat/limits","24.chat/10.limits","i-lucide-triangle-alert",{"title":806,"path":807,"stem":808,"icon":809},"Structured chat with DGI","/chat/structured-chat","24.chat/11.structured-chat","i-lucide-layout-list",{"title":811,"path":812,"stem":813,"icon":109},"Option A: hosted chat with DGI","/chat/option-a-hosted-chat","24.chat/12.option-a-hosted-chat",{"title":815,"path":816,"stem":817,"icon":818},"Option B: embed the chat component","/chat/option-b-embed-component","24.chat/13.option-b-embed-component","i-lucide-component",{"title":820,"path":821,"stem":822,"icon":823},"Option C: custom client (wire contract)","/chat/option-c-custom-client","24.chat/14.option-c-custom-client","i-lucide-braces",{"title":825,"path":826,"stem":827,"icon":394},"Responder configuration reference","/chat/responder-reference","24.chat/15.responder-reference",{"title":829,"path":830,"stem":831,"icon":547},"Cards, live updates and proactive posts","/chat/cards-live-and-proactive","24.chat/16.cards-live-and-proactive",{"title":833,"path":834,"stem":835,"icon":16},"Structured chat security model","/chat/structured-chat-security","24.chat/17.structured-chat-security",{"title":837,"path":838,"stem":839,"icon":181},"Option D: any app or API (dgi.chat)","/chat/option-d-chat-api","24.chat/18.option-d-chat-api",{"title":841,"path":842,"stem":843,"icon":844},"Card catalog","/chat/card-catalog","24.chat/19.card-catalog","i-lucide-layout-grid",{"title":846,"path":847,"stem":848,"icon":849},"Living Surfaces","/chat/living-surfaces","24.chat/20.living-surfaces","i-lucide-sprout",{"title":851,"path":852,"stem":853,"children":854,"icon":61},"DGI","/dgi","25.dgi/1.index",[855,857,862,866,870,874],{"title":856,"path":852,"stem":853,"icon":61},"What is DGI",{"title":858,"path":859,"stem":860,"icon":861},"How DGI works","/dgi/how-it-works","25.dgi/2.how-it-works","i-lucide-cog",{"title":863,"path":864,"stem":865,"icon":844},"Interfaces","/dgi/interfaces","25.dgi/3.interfaces",{"title":867,"path":868,"stem":869,"icon":29},"Quickstart","/dgi/quickstart","25.dgi/4.quickstart",{"title":871,"path":872,"stem":873,"icon":16},"Trust and safety","/dgi/trust-and-safety","25.dgi/5.trust-and-safety",{"title":875,"path":876,"stem":877,"icon":878},"FAQ","/dgi/faq","25.dgi/6.faq","i-lucide-circle-help",{"id":880,"title":540,"body":881,"description":1473,"extension":1474,"links":1475,"meta":1476,"navigation":1477,"path":541,"seo":1478,"stem":542,"__hash__":1479},"docs/18.engram/2.write-recall.md",{"type":882,"value":883,"toc":1457},"minimark",[884,921,924,1012,1015,1020,1030,1052,1056,1061,1087,1098,1102,1108,1115,1131,1134,1140,1144,1156,1246,1253,1267,1274,1281,1287,1297,1305,1309,1316,1361,1368,1372,1378,1449,1452],[885,886,887,888,892,893,900,901,904,905,909,910,913,914,913,917,920],"p",{},"Writes and reads go through ",[889,890,891],"strong",{},"workflows",". Discover live schemas at ",[894,895,899],"a",{"href":896,"rel":897},"https://reference.orkestia.dev",[898],"nofollow","reference.orkestia.dev"," or via ",[894,902,903],{"href":170},"MCP"," (",[906,907,908],"code",{},"get_workflow_schema","). Inputs are UUIDs (",[906,911,912],{},"agent_config_uuid",", ",[906,915,916],{},"session_uuid",[906,918,919],{},"organization_uuid",").",[922,923,53],"h2",{"id":891},[925,926,927,943],"table",{},[928,929,930],"thead",{},[931,932,933,937,940],"tr",{},[934,935,936],"th",{},"Type",[934,938,939],{},"When",[934,941,942],{},"Result",[944,945,946,960,980,994],"tbody",{},[931,947,948,954,957],{},[949,950,951],"td",{},[906,952,953],{},"agents.memory-load",[949,955,956],{},"Explicit recall (session launch uses the same strategies)",[949,958,959],{},"Serialized memory, count, optional pack id",[931,961,962,967,973],{},[949,963,964],{},[906,965,966],{},"agents.memory-distill",[949,968,969,970],{},"After session complete/fail if ",[906,971,972],{},"memory_write_enabled",[949,974,975,976,979],{},"Starts ",[906,977,978],{},"agents.memory-save",", or a skip reason",[931,981,982,986,989],{},[949,983,984],{},[906,985,978],{},[949,987,988],{},"Distill, or runner elective",[949,990,991],{},[906,992,993],{},"{ saved, skipped, reinforced }",[931,995,996,1001,1007],{},[949,997,998],{},[906,999,1000],{},"agents.memory-prune",[949,1002,1003,1004],{},"Over cap, or ",[906,1005,1006],{},"POST /api/app/agents/memory/prune",[949,1008,1009],{},[906,1010,1011],{},"{ deleted, remaining }",[885,1013,1014],{},"Distill is fire-and-forget after the session ends. A failed distill does not fail the session.",[1016,1017,1019],"h3",{"id":1018},"elective-write-runner","Elective write (runner)",[1021,1022,1027],"pre",{"className":1023,"code":1025,"language":1026},[1024],"language-text","POST /api/agents/sessions/{session_ref}/memory-save\nAuthorization: Agent \u003Csession-token>\n","text",[906,1028,1025],{"__ignoreMap":1029},"",[885,1031,1032,1033,1036,1037,1040,1041,1044,1045,1047,1048,1051],{},"Body: ",[906,1034,1035],{},"{ \"entries\": [ { \"text\": \"…\", \"importance\": 0.7 } ] }"," or ",[906,1038,1039],{},"{ \"content\": \"…\" }",". Accepted ",[906,1042,1043],{},"202"," — same ",[906,1046,978],{}," path. ",[889,1049,1050],{},"Distill"," is what actually fills the pool unless the runner calls this.",[922,1053,1055],{"id":1054},"distill-gate","Distill gate",[885,1057,1058,1060],{},[906,1059,966],{}," skips unless:",[1062,1063,1064,1070,1080],"ol",{},[1065,1066,1067,1068],"li",{},"The config has ",[906,1069,972],{},[1065,1071,1072,1073,1036,1076,1079],{},"The session ended ",[906,1074,1075],{},"success",[906,1077,1078],{},"failed"," (failures are distilled on purpose)",[1065,1081,1082,1083,1086],{},"The session ran at least ",[889,1084,1085],{},"two"," steps",[885,1088,1089,1090,1093,1094,1097],{},"It then summarizes the tool trace (at most 25 calls), asks the org's model for at most ",[889,1091,1092],{},"5"," lessons, and saves them. ",[906,1095,1096],{},"[]"," is normal — most sessions teach nothing.",[922,1099,1101],{"id":1100},"fingerprint","Fingerprint",[1021,1103,1106],{"className":1104,"code":1105,"language":1026,"meta":1029},[1024],"normalize(text) = lowercase → collapse whitespace → strip \" .;:,-\"\nfingerprint     = sha256(utf-8(normalize(text)))\n",[906,1107,1105],{"__ignoreMap":1029},[885,1109,1110,1111,1114],{},"On save, a matching fingerprint on the ",[889,1112,1113],{},"same agent config",":",[1116,1117,1118,1121,1124],"ul",{},[1065,1119,1120],{},"keeps the higher importance",[1065,1122,1123],{},"increments the reinforcement count",[1065,1125,1126,1127,1130],{},"does ",[889,1128,1129],{},"not"," create a second memory",[885,1132,1133],{},"This is exact-text dedupe after normalize, not embedding similarity. Near-duplicates with different wording stay separate.",[885,1135,1136,1139],{},[906,1137,1138],{},"importance \u003C 0.1"," → skipped.",[922,1141,1143],{"id":1142},"recall-strategies","Recall strategies",[885,1145,1146,1147,1150,1151,920],{},"Config field ",[906,1148,1149],{},"memory_strategy"," (default ",[889,1152,1153],{},[906,1154,1155],{},"last_k",[925,1157,1158,1171],{},[928,1159,1160],{},[931,1161,1162,1165,1168],{},[934,1163,1164],{},"Strategy",[934,1166,1167],{},"Uses the task as a cue?",[934,1169,1170],{},"What you get",[944,1172,1173,1189,1201,1216,1231],{},[931,1174,1175,1179,1182],{},[949,1176,1177],{},[906,1178,1155],{},[949,1180,1181],{},"no",[949,1183,1184,1185,1188],{},"Newest ",[906,1186,1187],{},"top_k"," (default 10)",[931,1190,1191,1196,1198],{},[949,1192,1193],{},[906,1194,1195],{},"importance",[949,1197,1181],{},[949,1199,1200],{},"Highest importance, then newest",[931,1202,1203,1208,1210],{},[949,1204,1205],{},[906,1206,1207],{},"full",[949,1209,1181],{},[949,1211,1212,1213],{},"Newest, capped at ",[889,1214,1215],{},"1000",[931,1217,1218,1223,1228],{},[949,1219,1220],{},[906,1221,1222],{},"pack",[949,1224,1225],{},[889,1226,1227],{},"yes",[949,1229,1230],{},"Ranked and budgeted (below)",[931,1232,1233,1238,1241],{},[949,1234,1235],{},[906,1236,1237],{},"semantic",[949,1239,1240],{},"—",[949,1242,1243,1244],{},"Not available yet — falls back to ",[906,1245,1155],{},[885,1247,1248,1249,1252],{},"Org or config ",[906,1250,1251],{},"memory_enabled"," off → empty context, no recall.",[885,1254,1255,1256,1259,1260,1262,1263,1266],{},"Ordered strategies join texts with ",[906,1257,1258],{},"---",". ",[906,1261,1222],{}," prefixes ",[906,1264,1265],{},"## Recalled memory (ranked for this task)",".",[1016,1268,1270,1271,1273],{"id":1269},"pack-score-strategy-pack","Pack score (strategy ",[906,1272,1222],{},")",[885,1275,1276,1277,1280],{},"Candidates: up to 250 newest ",[889,1278,1279],{},"and"," 250 highest-importance memories this caller is allowed to see.",[1021,1282,1285],{"className":1283,"code":1284,"language":1026,"meta":1029},[1024],"score = 0.60·relevance + 0.25·importance + 0.15·recency\n\nrelevance = token overlap with the task, damped by entry length\nrecency   = half-life of 30 days\n",[906,1286,1284],{"__ignoreMap":1029},[885,1288,1289,1290,1292,1293,1296],{},"Then ",[906,1291,1187],{},", skip duplicate normalized text, fit a ",[889,1294,1295],{},"20 000 character"," budget. Empty cue → importance + recency only.",[885,1298,1299,1300,1036,1302,1304],{},"Recalled memories bump their access count. The recall is recorded (strategy, cue, pack id). When the session ends, that recall is labelled ",[906,1301,1075],{},[906,1303,1078],{},"; an explicit session rating replaces the terminal label.",[922,1306,1308],{"id":1307},"who-sees-whose-memory","Who sees whose memory",[885,1310,1311,1312,1315],{},"Memory is scoped to the ",[889,1313,1314],{},"agent config",", then to a principal:",[925,1317,1318,1328],{},[928,1319,1320],{},[931,1321,1322,1325],{},[934,1323,1324],{},"Caller",[934,1326,1327],{},"Sees",[944,1329,1330,1338,1349],{},[931,1331,1332,1335],{},[949,1333,1334],{},"No principal (shared config memory)",[949,1336,1337],{},"Only unscoped memories",[931,1339,1340,1343],{},[949,1341,1342],{},"End-user",[949,1344,1345,1348],{},[889,1346,1347],{},"Only that user's"," memories — never the shared pool",[931,1350,1351,1354],{},[949,1352,1353],{},"Actor (staff / member)",[949,1355,1356,1357,1360],{},"Their memories ",[889,1358,1359],{},"plus"," the shared pool",[885,1362,1363,1364,1367],{},"An end-user session that cannot resolve who the user is runs ",[889,1365,1366],{},"without memory",". App end-users share one agent config; serving shared memories to an unidentified user would leak.",[922,1369,1371],{"id":1370},"http-org-session","HTTP (org session)",[885,1373,1374,1375],{},"Base: ",[906,1376,1377],{},"https://api.orkestia.dev/api/app/agents/memory",[925,1379,1380,1393],{},[928,1381,1382],{},[931,1383,1384,1387,1390],{},[934,1385,1386],{},"Method",[934,1388,1389],{},"Path",[934,1391,1392],{},"Notes",[944,1394,1395,1410,1425],{},[931,1396,1397,1402,1407],{},[949,1398,1399],{},[906,1400,1401],{},"GET",[949,1403,1404],{},[906,1405,1406],{},"?agent_config_uuid=&min_importance=&page=&per_page=",[949,1408,1409],{},"Highest importance first. Default 20 per page",[931,1411,1412,1417,1422],{},[949,1413,1414],{},[906,1415,1416],{},"DELETE",[949,1418,1419],{},[906,1420,1421],{},"/{entry_id}",[949,1423,1424],{},"Org-scoped",[931,1426,1427,1432,1437],{},[949,1428,1429],{},[906,1430,1431],{},"POST",[949,1433,1434],{},[906,1435,1436],{},"/prune",[949,1438,1439,1442,1443,1445,1446],{},[906,1440,1441],{},"{ agent_config_uuid, max_entries }"," → ",[906,1444,1043],{}," + ",[906,1447,1448],{},"workflow_id",[885,1450,1451],{},"Prune drops lowest importance, then oldest, until under the cap.",[885,1453,1454,1455,1266],{},"Live tail: ",[894,1456,544],{"href":545},{"title":1029,"searchDepth":1458,"depth":1459,"links":1460},1,2,[1461,1465,1466,1467,1471,1472],{"id":891,"depth":1459,"text":53,"children":1462},[1463],{"id":1018,"depth":1464,"text":1019},3,{"id":1054,"depth":1459,"text":1055},{"id":1100,"depth":1459,"text":1101},{"id":1142,"depth":1459,"text":1143,"children":1468},[1469],{"id":1269,"depth":1464,"text":1470},"Pack score (strategy pack)",{"id":1307,"depth":1459,"text":1308},{"id":1370,"depth":1459,"text":1371},"agents.memory-* workflows — distill, fingerprint, who sees whose memory, pack scoring","md",null,{},{"icon":155},{"title":540,"description":1473},"Pg6pAasqrokQtabpkj7CDUxe0obm1yWJY8y3u_GXg0Q",[1481,1483],{"title":97,"path":535,"stem":536,"description":1482,"icon":61,"children":-1},"Agent memory — fingerprints, recall strategies, and the live field at engram.orkestia.dev",{"title":544,"path":545,"stem":546,"description":1484,"icon":547,"children":-1},"Live Engram feed — events, JSON fields, what the field draws",1790354054987]