Merge pull request #1911 from yashsinghcodes/nightly

cloud frontend sync

frontend/src/components/AdminNavBar.jsx

@@ -211,15 +211,7 @@ const AdminNavBar = (props) => {
         } else if (userdata && isOrgLoaded && isUserDataLoaded && userdata?.active_org?.role !== "admin" && !userdata?.support) {
             const queryParams = new URLSearchParams(location.search);
             const tabName = queryParams?.get('admin_tab')?.toLowerCase();
-            if (tabName === "sso") {
-                toast.info("You are not allowed to access this tab. Please contact your admin for more information. Redirecting to Organization Configuration tab.");
-                setTimeout(() => {
-                    setSelectedItem("Organization");
-                    navigate(`?admin_tab=org_config`, { replace: true });
-                    window.location.reload();
-                }
-                , 3000);
-            }
+            // SSO tab is now accessible to non-admins (removed restriction)
 
             const params = new URLSearchParams(location.search);
             const tab = params?.get('tab')?.toLowerCase();

frontend/src/components/AppFramework.jsx

@@ -1129,7 +1129,7 @@ const AppFramework = (props) => {
 	}, [newSelectedApp])
 
 
-  const isCloud = (window.location.host === "localhost:3002" || window.location.host === "shuffler.io") ? true : (process.env.IS_SSR === "true");
+  const isCloud = window.location.host === "localhost:3002" || window.location.host === "shuffler.io";
   const imgSize = 50;
 	var parsedFrameworkData = frameworkData === undefined ? {} : frameworkData 
 

frontend/src/components/AppSelection.jsx

@@ -64,7 +64,7 @@ const AppSelection = props => {
   	document.title = "Choose your apps"
     const ref = useRef()
     let navigate = useNavigate();
-    const isCloud = (window.location.host === "localhost:3002" || window.location.host === "shuffler.io") ? true : (process.env.IS_SSR === "true");
+    const isCloud = window.location.host === "localhost:3002" || window.location.host === "shuffler.io";
 
     useEffect(() => {
         if (newSelectedApp === undefined || newSelectedApp.objectID === undefined || newSelectedApp.objectID === undefined || newSelectedApp.objectID.length === 0) {

frontend/src/components/Appsearch.jsx

@@ -25,7 +25,7 @@ const Appsearch = props => {
 	const { maxRows, showName, showSuggestion, isMobile, globalUrl, parsedXs, newSelectedApp, setNewSelectedApp, defaultSearch, showSearch, ConfiguredHits, userdata, cy, isCreatorPage, actionImageList, setActionImageList, setUserSpecialzedApp, inputHeight, }  = props
 	const { themeMode } = useContext(Context)
 	const theme = getTheme(themeMode)
-    const isCloud = (window.location.host === "localhost:3002" || window.location.host === "shuffler.io") ? true : (process.env.IS_SSR === "true");
+    const isCloud = window.location.host === "localhost:3002" || window.location.host === "shuffler.io";
 	const rowHandler = maxRows === undefined || maxRows === null ? 50 : maxRows
 	const xs = parsedXs === undefined || parsedXs === null ? 12 : parsedXs
 	const [formMail, setFormMail] = React.useState("");

frontend/src/components/BillingStats.jsx

@@ -3,7 +3,7 @@ import React, { useState, useEffect, useContext, useCallback } from 'react';
 import {getTheme} from '../theme.jsx';
 import classNames from "classnames";
 import { AdapterDayjs } from '@mui/x-date-pickers/AdapterDayjs'
-import { DataGrid, GridColDef, GridValueGetterParams } from '@mui/x-data-grid'
+import { DataGrid, GridValueGetterParams } from '@mui/x-data-grid'
 import { toast } from "react-toastify" 
 
 import { 
@@ -602,7 +602,7 @@ const AppStats = (defaultprops) => {
 		},
 	}
 
-	const columns: GridColDef[] = [
+	const columns = [
 	    {
 			field: 'workflow.name',
 			headerName: 'Workflow Name',

frontend/src/components/CacheView.jsx

@@ -37,11 +37,11 @@ import {
 	Pagination,
 	PaginationItem,
 	Avatar,
+	ListSubheader,
 } from "@mui/material";
 
 import { 
 	DataGrid, 
-	GridColDef,
 } from '@mui/x-data-grid';
 
 import {
@@ -138,6 +138,7 @@ const CacheView = memo((props) => {
     const [selectAllChecked, setSelectAllChecked] = React.useState(false)
   	const [renderTextBox, setRenderTextBox] = React.useState(false);
   	const [datastoreCategories, setDatastoreCategories] = React.useState(["default", "protected"]);
+	const [datastoreCategoryGroups, setDatastoreCategoryGroups] = React.useState([]);
 	const [selectedCategory, setSelectedCategory] = React.useState("default");
 	const [selectedFileId, setSelectedFileId] = React.useState("");
     const [updateToThisCategory, setUpdateToThisCategory] = useState("")
@@ -206,13 +207,13 @@ const CacheView = memo((props) => {
 		{
 			"name": "Run AI Agent",
 			"description": "Runs an AI Agent to process the updated value. Uses built-in ShuffleAI configs. Learn more: https://shuffler.io/docs/AI",
+			"type": "singul",
 			"options": [{
 				"key": "",
 				"value": "",
 			}],
 			"icon": <SmartToyIcon />,
-			"enabled": false,
-			"disabled": true,
+			"disabled": false,
 		},
 
 		{
@@ -452,7 +453,31 @@ const CacheView = memo((props) => {
 						}
 					}
 
+					var foundstartwords = {}
+					var categorygroups = [] 
+					for (var key in newcategories) {
+						const category = newcategories[key]
+						if (!category.includes("_")) {
+							continue
+						}
+
+						const startword = category.split("_")[0]
+						if (startword.length <= 2) {
+							continue
+						}
+
+						if (!foundstartwords.hasOwnProperty(startword)) {
+							foundstartwords[startword] = 1
+						} else {
+							foundstartwords[startword] += 1
+							if (foundstartwords[startword] === 2) {
+								categorygroups.push(startword)
+							}
+						}
+					}
+
 					setDatastoreCategories(newcategories)
+					setDatastoreCategoryGroups(categorygroups)
 				}
 
 				if (responseJson?.category_config !== undefined && responseJson?.category_config !== null) {
@@ -1070,7 +1095,6 @@ const CacheView = memo((props) => {
 			saveAutomation(newAutomations)
 		}
 
-		console.log("AUTO: ", automation)
 		return (
 			<Tooltip title={
 					<Typography style={{margin: 10, }}>
@@ -1094,7 +1118,7 @@ const CacheView = memo((props) => {
 								style={{ marginRight: 10, marginTop: -10, }}
 								checked={automation.enabled}
 								// Check if automation options have a value
-								disabled={automation.name !== "Enrich" && (automation?.disabled === true || automation.options.length === 0 || automation.options.some((option) => option.value === ""))}
+								disabled={automation.name !== "Enrich" && automation.name != "Run AI Agent" && (automation?.disabled === true || automation.options.length === 0 || automation.options.some((option) => option.value === ""))}
 								onChange={(e) => {
 									e.stopPropagation()
 									e.preventDefault()
@@ -1511,13 +1535,33 @@ const CacheView = memo((props) => {
 		)
 	}
 
-	const columns: GridColDef<(typeof rows)[number]>[] = [
+	const urlParams = new URLSearchParams(window?.location?.search)
+	const highlightedKey = urlParams.get("key") || "" 
+	const columns = [
 	  { 
 		  field: 'key', 
 		  headerName: 'Key', 
 		  width: 200, 
 		  filterable: true,
 		  sortable: true,
+		  renderCell: (props) => {
+			  return (
+				  <Typography 
+				  	variant="body2" 
+				  	style={{ 
+						maxWidth: 180, 
+						whiteSpace: "nowrap", 
+						overflow: "hidden", 
+						textOverflow: "ellipsis",
+						cursor: "default",
+
+						border: props.row.key === highlightedKey ? `2px solid ${theme.palette.primary.main}` : "none",
+					}}
+				  >
+				  	{props.row.key}
+				  </Typography>
+			  )
+		  }
 	  },
 	  {
 		width: 540,
@@ -1919,7 +1963,7 @@ const CacheView = memo((props) => {
 	  },
 	];
 
-
+	var previousgroup = ""
 	const isAutomating = categoryAutomations?.find((automation) => automation.enabled) !== undefined
     return (
         <div style={{
@@ -2072,56 +2116,53 @@ const CacheView = memo((props) => {
 					</Button>
 				</ButtonGroup>
 
-				<ButtonGroup style={{marginTop: 0, }}>
-				{datastoreCategories !== undefined &&
+				<ButtonGroup style={{ position: "absolute", top: -6, }}>
+				   {datastoreCategories !== undefined &&
 					datastoreCategories !== null &&
 					datastoreCategories.length > 1 ? (
 
-						<FormControl style={{ minWidth: 150, maxWidth: 150, marginTop: 8, }}>
-						    <InputLabel id="category-choice" style={{
-								color: "rgba(255, 255, 255, 0.65)",
-							}}>
-								Category
-							</InputLabel>
-							<Select
+						<FormControl style={{ minWidth: 250, maxWidth: 250, marginTop: 8, }}>
+							<Autocomplete
 								labelId="category-choice"
 								style={{
-									minWidth: 150,
-									maxWidth: 150,
-									height: 35,
-									borderRadius: "5px 0px 0px 5px",
+									minWidth: 250,
+									maxWidth: 250,
+								}}
+								ListboxProps={{
+									style: {
+										maxHeight: "70vh",
+										border: "1px solid rgba(255,255,255,0.3)",
+									}
 								}}
 								value={selectedCategory}
-								onChange={(event) => {
-									setCategoryConfig(undefined)
-									setCategoryAutomations(defaultAutomation)
-
-									//if (selectAllChecked || listCache.length > 0) {
-									if (selectAllChecked || selectedFiles.length > 0) {
-										setUpdateToThisCategory(event.target.value)
-										return
-									}
-
-
-									setSelectedCategory(event.target.value)
-									if (event.target.value === "all" || event.target.value === "default") {
-    									listOrgCache(orgId, "", 0, pageSize, page)
-									} else {
-    									listOrgCache(orgId, event.target.value, 0, pageSize, page)
-									}
-
-									// Add it to the url as a query
-									if (window.location.search.includes("category=")) {
-										const newurl = window.location.href.replace(/category=[^&]+/, `category=${event.target.value}`)
-										window.history.pushState({ path: newurl }, "", newurl)
-									} else {
-										window.history.pushState({ path: window.location.href }, "", `${window.location.href}&category=${event.target.value}`)
-									}
+								options={datastoreCategories}
+								getOptionLabel={(data) => {
+									const fixedname = data?.charAt(0)?.toUpperCase() + data?.slice(1)?.replaceAll("_", " ")
+									return fixedname 
 								}}
-							>
-								{datastoreCategories.map((data, index) => {
-									// Should find the icon for things
-									// Fix uppercase at start of words
+								groupBy={(data) => {
+									if (!data.includes("_")) {
+										return undefined 
+									}
+
+									const firstword = data.split("_")[0]
+									if (datastoreCategoryGroups.includes(firstword)) {
+										return firstword.charAt(0).toUpperCase() + firstword.slice(1)
+									}
+
+									return undefined
+								}}
+								renderInput={(params) => {
+									return (
+										<TextField 
+											{...params} 
+											label="Select Category" 
+											variant="outlined" 
+											size="small"
+										/>
+									)
+								}}
+								renderOption={(props, data, state) => {
 									const fixedname = data?.charAt(0)?.toUpperCase() + data?.slice(1)?.replaceAll("_", " ")
 									const iconDetails = GetIconInfo({
 										"app_name": fixedname,
@@ -2130,13 +2171,40 @@ const CacheView = memo((props) => {
 
 									return (
 										<MenuItem
-											key={index}
+											key={data}
 											value={data}
 											style={{ 
 												color: theme.palette.textFieldStyle.color, 
 												display: "flex", 
 												borderBottom: theme.palette.defaultBorder,
 											}}
+											onClick={(e) => {
+												e.stopPropagation()
+												e.preventDefault()
+
+												setCategoryConfig(undefined)
+												setCategoryAutomations(defaultAutomation)
+
+												if (selectAllChecked || selectedFiles.length > 0) {
+													setUpdateToThisCategory(data)
+													return
+												}
+
+												setSelectedCategory(data)
+												if (data  === "all" || data === "default") {
+													listOrgCache(orgId, "", 0, pageSize, page)
+												} else {
+													listOrgCache(orgId, data, 0, pageSize, page)
+												}
+
+												// Add it to the url as a query
+												if (window.location.search.includes("category=")) {
+													const newurl = window.location.href.replace(/category=[^&]+/, `category=${data}`)
+													window.history.pushState({ path: newurl }, "", newurl)
+												} else {
+													window.history.pushState({ path: window.location.href }, "", `${window.location.href}&category=${data}`)
+												}
+											}}
 										>
 											<Typography style={{display: "flex", marginTop: 5, }}>
 												<div style={{marginRight: 10, }}>
@@ -2148,9 +2216,69 @@ const CacheView = memo((props) => {
 												{fixedname}
 											</Typography>
 										</MenuItem>
+									)
+								}}
+
+							/>
+							{/*
+								{datastoreCategories.map((data, index) => {
+									var addition = ""
+									if (data.includes("_")) {
+										const firstword = data.split("_")[0]
+										if (firstword !== previousgroup) {
+ 
+											if (datastoreCategoryGroups.includes(firstword)) {
+												previousgroup = firstword
+												addition = 
+													<ListSubheader>
+														{firstword.charAt(0).toUpperCase() + firstword.slice(1)}
+													</ListSubheader>
+											} else {
+												if (previousgroup !== "") {
+													addition = <div style={{height: 8, backgroundColor: "rgba(0,0,0,0.8)",}} />
+													previousgroup = ""
+												}
+											}
+										} 
+									} else {
+										if (previousgroup !== "") {
+											addition = <div style={{height: 8, backgroundColor: "rgba(0,0,0,0.8)",}} />
+											previousgroup = ""
+										}
+									}
+
+									// Should find the icon for things
+									// Fix uppercase at start of words
+									const fixedname = data?.charAt(0)?.toUpperCase() + data?.slice(1)?.replaceAll("_", " ")
+									const iconDetails = GetIconInfo({
+										"app_name": fixedname,
+										"name": fixedname,
+									})
+
+									return (
+										<MenuItem
+											key={data}
+											value={data}
+											style={{ 
+												color: theme.palette.textFieldStyle.color, 
+												display: "flex", 
+												borderBottom: theme.palette.defaultBorder,
+											}}
+										>
+											{addition}
+											<Typography style={{display: "flex", marginTop: 5, }}>
+												<div style={{marginRight: 10, }}>
+													{iconDetails?.originalIcon && (
+														iconDetails?.originalIcon
+													)}
+												</div>
+
+												{fixedname}
+											</Typography>
+										</MenuItem>
 									);
 								})}
-							</Select>
+							*/}
 						</FormControl>
 					) : null}
 
@@ -2159,7 +2287,7 @@ const CacheView = memo((props) => {
 						<Tooltip title={"Close"} style={{}} aria-label={""}>
 							<Button
 								style={{ 
-									height: 35, 
+									height: 40, 
 									borderRadius: 4,  
 									textTransform: 'none', 
 									fontSize: 16,
@@ -2178,14 +2306,13 @@ const CacheView = memo((props) => {
 							</Button>
 						</Tooltip>
 						:
-						<Tooltip title={"Add or find category"} style={{}} aria-label={""}>
+						<Tooltip title={"Add new category object"} style={{}} aria-label={""}>
 							<Button
 								style={{ 
 									whiteSpace: "nowrap", 
 									width: datastoreCategories !== undefined && datastoreCategories !== null && datastoreCategories.length > 1 ? 50 : 169, 
-									height: 35, 
+									height: 40, 
 									textTransform: 'none', 
-									fontSize: 16, 
 
 									borderRadius: "0px 5px 5px 0px",
 								}}
@@ -2216,14 +2343,14 @@ const CacheView = memo((props) => {
 								
 						}}
 						style={{
-							height: 35,
+							height: 40,
 							width: 200,
 							marginTop: 0,
 						}}
 						InputProps={{
 							style: {
 								color: theme.palette.textFieldStyle.color,
-								height: 35,
+								height: 40,
 								fontSize: 16,
 								borderRadius: 4,
 								paddingTop: 0,
@@ -2408,7 +2535,7 @@ const CacheView = memo((props) => {
 												Subscribing
 											</Typography>
 											<Typography variant="body2" style={{ color: theme.palette.text.secondary, marginBottom: 20 }}>
-												Enabling this feature will allow other organizations to subscribe to this category. This is NOT fully available yet.
+												Enabling subscriptions allows other organizations to subscribe to this category and receive updates when keys are added or modified. Makes the category searchable.
 											</Typography>
 										</div>
 									</div>

frontend/src/components/ChatBot.jsx

@@ -43,6 +43,8 @@ const ChatBot = (props) => {
 	const [appname, setAppname] = useState("");
 	const [threadId, setThreadId] = useState("");
 	const [runId, setRunId] = useState("");
+	const [responseId, setResponseId] = useState("");
+	const [conversationId, setConversationId] = useState("");
 	
 	// New state for thread management
 	const [isLoadingThread, setIsLoadingThread] = useState(false);
@@ -54,7 +56,7 @@ const ChatBot = (props) => {
 	const [showAppSearch, setShowAppSearch] = useState(false);
 
 	// Get thread ID from URL params
-	const { threadId: urlThreadId } = useParams();
+	const { conversationId: urlConversationId } = useParams();
 	let navigate = useNavigate();
 
 	const waitingMsg = "Processing..."
@@ -93,24 +95,24 @@ const ChatBot = (props) => {
 		}
 	}, [appname])
 
-	// Load existing thread if threadId is in URL
+	// Load existing conversation if conversationId is in URL
 	useEffect(() => {
-		if (urlThreadId && urlThreadId !== threadId) {
-			loadExistingThread(urlThreadId);
+		if (urlConversationId && urlConversationId !== conversationId) {
+			loadExistingThread(urlConversationId);
 		}
-	}, [urlThreadId]);
+	}, [urlConversationId]);
 
-	const loadExistingThread = (threadIdToLoad) => {
+	const loadExistingThread = (conversationIdToLoad) => {
 		setIsLoadingThread(true);
 		setThreadError("");
 		
-		fetch(`${globalUrl}/api/v1/conversation/thread`, {
+		fetch(`${globalUrl}/api/v1/conversation/history`, {
 			method: "POST",
 			headers: {
 				"Content-Type": "application/json",
 			},
 			credentials: "include",
-			body: JSON.stringify({ thread_id: threadIdToLoad }),
+			body: JSON.stringify({ conversation_id: conversationIdToLoad }),
 		})
 		.then((response) => {
 			if (response.status === 403) {
@@ -138,22 +140,22 @@ const ChatBot = (props) => {
 				return;
 			}
 
-			// Set thread data - this is crucial for continuing the conversation
-			setThreadId(data.thread_id);
-			console.log("Loaded existing thread:", data.thread_id);
+			// Set conversation data - this is crucial for continuing the conversation
+			setConversationId(data.conversation_id);
 			
 			// Transform API message format to UI format
 			const transformedMessages = (data.messages || []).map((msg, index) => ({
-				id: `${data.thread_id}_${index}`,
+				id: `${data.conversation_id}_${index}`,
 				status: msg.role === "user" ? "sent" : "received",
 				message: msg.content,
 				timestamp: msg.timestamp
 			}));
 			
 			setMessages(transformedMessages);
-			setThreadOrgId(data.thread_org_id);
+			setThreadOrgId(data.org_id);
 			setIsActiveOrg(data.is_active_org);
 
+			// Disable chat if not in active org
 			if (!data.is_active_org) {
 				setChatDisabled(true);
 			} else {
@@ -260,12 +262,9 @@ const ChatBot = (props) => {
 		const sentId = uuidv4();
 		var parsedData = {
 			"query": inputmsg,
-			"thread_id": threadId,
-			"run_id": runId,
+			"conversation_id": conversationId,
 		}
 
-		console.log("Sending message with thread_id:", threadId);
-
 		if (appname !== undefined && appname !== null && appname !== "") {
 			parsedData["app_name"] = appname
 		}
@@ -315,169 +314,125 @@ const ChatBot = (props) => {
 
 		setMessages(newmessages);
 
-		//fetch(`http://localhost:8080/api/v1/conversation`, {
-		fetch(`${globalUrl}/api/v1/conversation`, {
+		// Use streaming endpoint
+		fetch(`${globalUrl}/api/v1/conversation/stream`, {
 			method: "POST",
 			headers: {
 				"Content-Type": "application/json",
+				"Accept": "text/event-stream",
 			},
 			credentials: "include",
 			body: JSON.stringify(parsedData),
 		})
-		.then((res) => res.text())
-		.then((resText) => {
-			setLoading(false)
-			var data = {}
-
-			// JSON parse
-			try {	
-				data = JSON.parse(resText);
-			} catch (e) {
-				console.log("Error parsing response as JSON: ", e);
-
-				newmessages = newmessages.filter((msg) => msg.message !== waitingMsg);
-				newmessages.push({
-					"status": "received",
-					"message": resText,
-					"id": uuidv4(),
-				});
-
-				setMessages(newmessages);
-
-				return;
+		.then(async (response) => {
+			if (!response.ok) {
+				const errorText = await response.text();
+				throw new Error(`Server returned status ${response.status}: ${errorText}`);
 			}
 
+			const reader = response.body.getReader();
+			const decoder = new TextDecoder();
+			let buffer = "";
+			let streamedText = "";
+			let newConversationId = "";
 
-			if (data.run_id !== undefined && data.run_id !== null && data.run_id !== "") {
-				setRunId(data.run_id)
-			}
+			// Keep waiting message until first chunk arrives
+			const streamMessageId = uuidv4();
+			let firstChunkReceived = false;
 
-			if (data.thread_id !== undefined && data.thread_id !== null && data.thread_id !== "") {
-				setThreadId(data.thread_id)
+			while (true) {
+				const { done, value } = await reader.read();
 				
-				// Update URL if this is a new thread (not already in URL)
-				if (!urlThreadId && data.thread_id !== threadId) {
-					console.log("Navigating to new thread URL:", data.thread_id);
-					navigate(`/chat/${data.thread_id}`, { replace: true });
-				}
-			}
-
-			if (data.success === undefined) {
-				newmessages = newmessages.filter((msg) => msg.message !== waitingMsg);
-				newmessages.push({
-					"status": "received",
-					"message": resText,	
-					"id": uuidv4(),
-				});
-
-				setMessages(newmessages);
-
-				return;
-			}
-
-			// authentication for app
-			// app validation (choose one)
-			const defaultMessage = `Default output. The feature you're interacting with may not have been implemented yet. Contact ${supportEmail} with a screenshot of this and your input please.`
-				
-			var outputmessage = defaultMessage;
-			var status = "received";
-			var action = ""
-			if (data.success === false) {
-				if (data.reason !== undefined) {
-					outputmessage = data.reason
+				if (done) {
+					setLoading(false);
+					break;
 				}
 
-				status = "error"
-			} else {
-				if (data.reason !== undefined) {
-					outputmessage = data.reason
-				}
-			}
+				buffer += decoder.decode(value, { stream: true });
+				const lines = buffer.split('\n');
+				buffer = lines.pop() || ""; // Keep incomplete line in buffer
 
-			if (data.action !== undefined) {
-				//console.log("Action is defined: ", data.action);
-				action = data.action
+				for (const line of lines) {
+					if (line.startsWith('data: ')) {
+						const jsonStr = line.replace('data: ', '');
+						try {
+							const data = JSON.parse(jsonStr);
+							const eventType = data.type;
 
-				if (data.action === "app_authentication") {
-					// If success & app auth -> say auth success and show available labels
-					// If !success & app auth -> do authentication
-					if (data.success === true) {
-						newmessages = newmessages.filter((msg) => msg.message !== waitingMsg);
-						// No action for this.
-						// "action": action,
-						var appname = ""
-						if (data.apps !== undefined && data.apps !== null && data.apps.length > 0) {
-							appname = data.apps[0].name.replaceAll("_", " ")
-						}
+							if (eventType === "chunk") {
+								// On first chunk, remove waiting message and add streaming message
+								if (!firstChunkReceived) {
+									newmessages = newmessages.filter((msg) => msg.message !== waitingMsg);
+									newmessages.push({
+										"id": streamMessageId,
+										"status": "received",
+										"message": "",
+									});
+									firstChunkReceived = true;
+								}
 
-						var outputmessage = `**Please specify which ${appname} action you want to use**: \n`
-						if (data.available_labels !== undefined && data.available_labels !== null && data.available_labels.length > 0) {
-							for (var i = 0; i < data.available_labels.length; i++) {
-								outputmessage += "* " + data.available_labels[i] + "\n"
+								// Append chunk to streamed text
+								streamedText += data.chunk || "";
+								
+								// Update the message with accumulated text
+								newmessages = newmessages.map(msg => 
+									msg.id === streamMessageId 
+										? { ...msg, message: streamedText }
+										: msg
+								);
+								setMessages([...newmessages]);
+
+							} else if (eventType === "done") {
+								// Capture conversation ID for next turn
+								newConversationId = data.data;
+								if (newConversationId) {
+									setConversationId(newConversationId);
+									
+									// Update URL if this is a new conversation
+									if (!urlConversationId && newConversationId !== conversationId) {
+										navigate(`/chat/${newConversationId}`, { replace: true });
+									}
+								}
+
+							} else if (eventType === "error") {
+								// Handle error event
+								const errorMsg = data.data || "An error occurred";
+								console.error("[Stream Error]:", errorMsg);
+								
+								newmessages = newmessages.map(msg => 
+									msg.id === streamMessageId 
+										? { ...msg, status: "error", message: errorMsg }
+										: msg
+								);
+								setMessages([...newmessages]);
+								setLoading(false);
+								return;
 							}
-							outputmessage += "* Reauthenticate ([see auth](/admin?tab=app_auth))"
-						}
-						//Some opavailable actions: " + data.apps.map((app) => app.name).join(", ")
-						const parsedmessage = {
-							"status": status,
-							"message": outputmessage,
-							"id": uuidv4(),
-							"category": data.category,
 
-							"thread_id": data.thread_id,
-							"run_id": data.run_id,
-						}
-						newmessages.push(parsedmessage);
-						setMessages(newmessages);
-
-						return
-
-					} else {
-						if (data.apps !== undefined) {
-							setInputAuth(data.apps)
-
-							setMessage(inputmsg);
-
-							setForceReauthentication(true)
+						} catch (e) {
+							console.error("[ERROR] Failed to parse SSE data:", e, jsonStr);
 						}
 					}
-				} else if (data.action === "select_category" || data.action === "select_app") {
-					console.log("[DEBUG] APP SELECTION! Should help them choose an app to use")
-					// Show a search field
-					setShowAppSearch(true)
 				}
 			}
 
-			newmessages = newmessages.filter((msg) => msg.message !== waitingMsg);
-			const parsedmessage = {
-				"status": status,
-				"message": outputmessage,
-				"id": uuidv4(),
-				"action": action,
-				"category": data.category,
-
-				"thread_id": data.thread_id,
-				"run_id": data.run_id,
-			}
-			newmessages.push(parsedmessage);
-			setMessages(newmessages);
-			console.log("New message: ", parsedmessage)
+			setLoading(false);
 		})
 		.catch((err) => {
 			setLoading(false)
 			console.log("Problem: ", err);
 
-			setMessage(message);
+			setMessage(inputmsg);
 			newmessages = newmessages.filter((msg) => msg.message !== waitingMsg);
 
-			// Find the message with the sentId and change the status to error
+			// Add error message
 			newmessages.push({
 				"status": "error",
-				"message": message,
-				"error_message": "Failed to send: "+err,
+				"message": inputmsg,
+				"error_message": "Failed to send: "+err.message,
 				"id": sentId,
 			});
-			setMessages(newmessages);
+			setMessages([...newmessages]);
 		});
 	};
 
@@ -654,21 +609,21 @@ const ChatBot = (props) => {
 			<Card style={{backgroundColor: theme.palette.surfaceColor, borderRadius: theme.palette?.borderRadius,}}>
 				<CardContent>
 					<Typography variant="h6">
-						How many incidents did we get last week?
+						What is the difference between a trigger and an action?
 					</Typography>
 				</CardContent>
 			</Card>
 			<Card style={{backgroundColor: theme.palette.surfaceColor, borderRadius: theme.palette?.borderRadius, marginTop: 10, }}>
 				<CardContent>
 					<Typography variant="h6">
-						Answer the last email from Jim about the new project, and say we're on it
+						How do I create a new workflow?
 					</Typography>
 				</CardContent>
 			</Card>
 			<Card style={{backgroundColor: theme.palette.surfaceColor, borderRadius: theme.palette?.borderRadius, marginTop: 10, }}>
 				<CardContent>
 					<Typography variant="h6">
-						Is the IP 1.2.3.4 blocked? If not, block it.
+						Is there a way to mass abort executions of a specific workflow?
 					</Typography>
 				</CardContent>
 			</Card>
@@ -1007,9 +962,9 @@ const ChatBot = (props) => {
 						padding: "0 20px"
 					}}>
 						{[
-							"How many incidents did we get last week?",
-							"Answer the last email from Jim about the new project",
-							"Is the IP 1.2.3.4 blocked? If not, block it."
+							"What is the difference between a trigger and an action?",
+							"How do I create a new workflow?",
+							"Is there a way to mass abort executions of a specific workflow?"
 						].map((sample, index) => (
 							<Card key={index} style={{
 								backgroundColor: theme.palette.surfaceColor,

frontend/src/components/EditOrgTab.jsx

@@ -30,7 +30,7 @@ const EditOrgTab = (props) => {
     const [organizationFeatures, setOrganizationFeatures] = React.useState({});
     const [users, setUsers] = React.useState([]);
     const [orgRequest, setOrgRequest] = React.useState(true);
-    const isCloud = (window.location.host === "localhost:3002" || window.location.host === "shuffler.io") ? true : (process.env.IS_SSR === "true");
+    const isCloud = window.location.host === "localhost:3002" || window.location.host === "shuffler.io";
     useEffect(() => { 
         if(users.length === 0) {
             getUsers();

frontend/src/components/EditWorkflow.jsx

@@ -633,7 +633,7 @@ const EditWorkflow = (props) => {
 										<AutoAwesomeIcon style={{ marginRight: 8 }} />
 									)}
 
-									AI Generate
+									AI Generate (beta)
 								</Button>
 								</span>
 							</Tooltip>

frontend/src/components/LeftSideBar.jsx

@@ -206,7 +206,11 @@ const LeftSideBar = ({ userdata, serverside, globalUrl, notifications, }) => {
 				  setOpenAutocomplete(false)
 				}}
 			  >
-				Add suborg
+				<Button variant="outlined" startIcon={<AddIcon />} sx={{
+					textTransform: 'none',
+				}}>
+					Add suborg
+				</Button>
 			</Box>
 		</Link>
         </Popper>

frontend/src/components/LicencePopup.jsx

@@ -1319,8 +1319,14 @@ const LicencePopup = (props) => {
               >
                 {`${
                   isPaidPlan ? "Next billing: " : "App runs resets on "
-                }${new Date(
-                  (localSub.enddate || localSub.Enddate) * 1000
+                }${(
+                  isPaidPlan
+                    ? new Date((localSub.enddate || localSub.Enddate) * 1000)
+                    : new Date(
+                        new Date().getFullYear(),
+                        new Date().getMonth() + 1,
+                        1
+                      )
                 ).toLocaleDateString(undefined, {
                   day: "2-digit",
                   month: "short",

frontend/src/components/Navbar.jsx

@@ -183,7 +183,7 @@ const menuData = {
             title: "Articles",
             icon: "/images/icons/articles.svg",
             hoverIcon: "/images/icons/articles_hover.svg",
-            link: "/articles/2.0_release",
+            link: "/articles",
             gaData: {
               category: "navbar",
               action: "resources_click",

frontend/src/components/Oauth2Auth.jsx

@@ -535,7 +535,7 @@ const AuthenticationOauth2 = (props) => {
 			}
 		  }
 
-		  toast("Authentication successful!")
+		  toast.info("Authentication window closed")
 
 		  // This is more a guess than anything
 		  // Should be handled in getAppAuthentication()

frontend/src/components/OrgHeaderexpanded.jsx

@@ -343,7 +343,7 @@ console.log("defatult in handleEditOrg", defaults)
     const url = `${globalUrl}/api/v1/orgs/${selectedOrganization?.id}/change`;
     const data = {
       org_id: selectedOrganization?.id,
-      sso_test: true,
+      sso: true,
     };
 
     fetch(url, {

frontend/src/components/OrganizationTab.jsx

@@ -62,11 +62,8 @@ const OrganizationTab = (props) => {
         if (isIntegrationPartner && isChildOrg && !isGlobalUser) {
             setVisibleTabs(items.filter((item) => item !== 'Branding' && item !== 'SSO'));
         } else {
-            if (userdata && userdata.active_org && userdata.active_org.role === 'admin') {
-                setVisibleTabs(items);
-            } else {
-                setVisibleTabs(items.filter((item) => item !== 'SSO'));
-            }
+            // Show SSO tab for all users now
+            setVisibleTabs(items);
         }
 
         //if (isCloud) {

frontend/src/components/ParsedAction.jsx

@@ -1911,7 +1911,7 @@ const ParsedAction = (props) => {
 								<Tooltip
 									title={
 										<Typography variant="body2" style={{margin: 3, }}>
-											Rerun this action with results from previous executions. Built for testing individual actions in the middle of workflows.
+											Rerun this action with results from your previously selected workflow run. Allows testing individual action changes without rerunning the full workflow.
 										</Typography>
 									}
 									placement="top"
@@ -1923,8 +1923,8 @@ const ParsedAction = (props) => {
 											marginTop: "auto",
 											marginBottom: "auto",
 											height: 30,
-											marginLeft: 98,
 											textTransform: "none",
+											marginLeft: 115,
 										}}
 										disabled={autoCompleting}
 										onClick={() => {
@@ -1935,7 +1935,7 @@ const ParsedAction = (props) => {
 											}
 										}}
 									>
-										<PlayArrowIcon style={{marginRight: 5, }}/>
+										<CachedIcon style={{marginRight: 5, }}/>
 										Rerun	
 									</Button>
 								</Tooltip>
@@ -2814,6 +2814,8 @@ const ParsedAction = (props) => {
 							style: {
 								backgroundColor: theme.palette.platformColor,
 								color: theme.palette.textColor,
+								border: "1px solid rgba(255,255,255,0.3)",
+								paddingRight: 20, 
 							},
 						}}
 						filterOptions={(options, { inputValue }) => {
@@ -3092,6 +3094,14 @@ const ParsedAction = (props) => {
 											</div>
 
 											{apps.map((app, appIndex) => {
+												// Forces it into every category (for now)
+												// This is to make it possible to "use" shuffle for Singul natively
+												if (app.name === "Shuffle Tools") {
+													if (actionname == "Intel" || actionname == "Intel") { 
+														app.categories = [actionname]
+													}
+												}
+
 												if (app.categories === undefined || app.categories === null || app.categories.length === 0) {
 													return null
 												}
@@ -3177,7 +3187,7 @@ const ParsedAction = (props) => {
 																	marginRight: 5,
 																	borderRadius: 5,
 																	cursor: "pointer",
-																	border: isAppSelected ? "3px solid #86c142" : "2px solid rgba(255,255,255,0.6)",
+																	border: isAppSelected ? "5px solid #86c142" : "2px solid rgba(255,255,255,0.6)",
 																}} />
 														</Tooltip>
 													</div>

frontend/src/components/PartnerApps.jsx

@@ -13,7 +13,7 @@ const PartnerApps = () => {
       minHeight: "500px",
     }}
     >
-      <Typography>Partner Apps</Typography>
+      <Typography>Partner's Apps</Typography>
     </Box>
   )
 }

frontend/src/components/PartnerTab.jsx

@@ -126,9 +126,9 @@ const PartnerTab = (props) => {
             case `apps`:
                 return <PartnersApps isCloud={isCloud} partnerData={partnerData} setPartnerData={setPartnerData} handleStatusChange={handleStatusChange} userdata={userdata} globalUrl={globalUrl} serverside={serverside} handleGetOrg={handleGetOrg} setSelectedOrganization={setSelectedOrganization} selectedOrganization={selectedOrganization} selectedTab={selectedTab} />;
             case 'articles' :
-                return <PartnerArticles isCloud={isCloud} partnerData={partnerData} setPartnerData={setPartnerData} handleStatusChange={handleStatusChange} userdata={userdata} globalUrl={globalUrl} serverside={serverside} handleGetOrg={handleGetOrg} setSelectedOrganization={setSelectedOrganization} selectedOrganization={selectedOrganization} selectedTab={selectedTab} />;
-            case `ai_agents`:
-                return <PartnerArticles isCloud={isCloud} partnerData={partnerData} setPartnerData={setPartnerData} handleStatusChange={handleStatusChange} userdata={userdata} globalUrl={globalUrl} serverside={serverside} handleGetOrg={handleGetOrg} setSelectedOrganization={setSelectedOrganization} selectedOrganization={selectedOrganization} selectedTab={selectedTab} />;
+                return <PartnersUsecasesTab isCloud={isCloud} partnerData={partnerData} setPartnerData={setPartnerData} handleStatusChange={handleStatusChange} userdata={userdata} globalUrl={globalUrl} serverside={serverside} handleGetOrg={handleGetOrg} setSelectedOrganization={setSelectedOrganization} selectedOrganization={selectedOrganization} selectedTab={selectedTab} />;
+            case `aiagents`:
+                return <PartnerArticles tabName="AI Agents, Coming Soon.." isCloud={isCloud} partnerData={partnerData} setPartnerData={setPartnerData} handleStatusChange={handleStatusChange} userdata={userdata} globalUrl={globalUrl} serverside={serverside} handleGetOrg={handleGetOrg} setSelectedOrganization={setSelectedOrganization} selectedOrganization={selectedOrganization} selectedTab={selectedTab} />;
             case 'branding':
                 return <Branding
                     isCloud={isCloud}
@@ -157,8 +157,7 @@ const PartnerTab = (props) => {
             !isCloud &&
             (tabName === "Usecases" ||
             tabName === "Apps" ||
-            tabName === "AI Agents" ||
-            tabName === "Articles")
+            tabName === "AI Agents")
         ) {
             return true;
         }
@@ -166,7 +165,6 @@ const PartnerTab = (props) => {
         // Disable Apps, Articles, and AI Agents for all non-support users
         if (
             tabName === "Apps" ||
-            tabName === "Articles" ||
             tabName === "AI Agents"
         ) {
             return true;
@@ -196,7 +194,7 @@ const PartnerTab = (props) => {
     }
 
     const isSupportOnlyTab = (tabName) => {
-        return tabName === "Apps" || tabName === "Articles" || tabName === "AI Agents";
+        return tabName === "Apps" || tabName === "AI Agents";
     }
    
     return (

frontend/src/components/PartnersArticles.jsx

@@ -1,7 +1,8 @@
 import { Box, Typography } from '@mui/material'
 import React from 'react'
 
-const PartnersArticles = () => {
+const PartnersArticles = (props) => {
+  const {tabName = "Partner's Articles"} = props;
   return (
     <Box
     sx={{
@@ -13,7 +14,7 @@ const PartnersArticles = () => {
       minHeight: "500px",
     }}
     >
-      <Typography>Partner Articles</Typography>
+      <Typography>{tabName}</Typography>
     </Box>
   )
 }

frontend/src/components/PartnersUsecasesTab.jsx

@@ -24,6 +24,7 @@ import {
 import React, { useContext, useEffect, useState } from "react";
 import { getTheme } from "../theme.jsx";
 import { Context } from "../context/ContextApi.jsx";
+import { triggers } from "../views/AngularWorkflow.jsx";
 import AddIcon from "@mui/icons-material/Add";
 import CloseIcon from "@mui/icons-material/Close";
 import { toast } from "react-toastify";
@@ -37,6 +38,35 @@ import KeyboardArrowUpIcon from "@mui/icons-material/KeyboardArrowUp";
 import KeyboardArrowDownIcon from "@mui/icons-material/KeyboardArrowDown";
 import InfoIcon from "@mui/icons-material/Info";
 import { Link, useNavigate } from "react-router-dom";
+import { grey } from "../views/AngularWorkflow.jsx"
+
+const IMAGE_UPLOAD_PLACEHOLDER = "Uploading image...";
+
+// Helper to extract the first markdown image URL from navigation content
+export const getFirstImageFromNavigation = (navigation) => {
+  if (!navigation || !Array.isArray(navigation.items)) {
+    return "";
+  }
+
+  for (const item of navigation.items) {
+    if (!item || !Array.isArray(item.content)) {
+      continue;
+    }
+
+    for (const paragraph of item.content) {
+      if (typeof paragraph !== "string") {
+        continue;
+      }
+
+      const match = paragraph.match(/!\[[^\]]*]\(([^)]+)\)/);
+      if (match && match[1]) {
+        return match[1];
+      }
+    }
+  }
+
+  return "";
+};
 
 // Helper function to get the correct image path based on app category
 export const getCategoryImagePath = (category) => {
@@ -62,16 +92,132 @@ export const getCategoryImagePath = (category) => {
     return "/images/appCategories/intel.svg";
   } else if (lowerCategory.includes("email")) {
     return "/images/appCategories/email.svg";
+  } else if (lowerCategory.includes("webhook")) {
+    return triggers.find((trigger) => trigger?.name.toLowerCase() === "webhook")?.large_image;
+  } else if (lowerCategory.includes("schedule")) {
+    return triggers.find((trigger) => trigger?.name.toLowerCase() === "schedule")?.large_image;
+  } else if (lowerCategory.includes("pipelines")) {
+    return triggers.find((trigger) => trigger?.name.toLowerCase() === "pipelines")?.large_image;
+  } else if (lowerCategory.includes("shuffle workflow")) {
+    return triggers.find((trigger) => trigger?.name.toLowerCase() === "shuffle workflow")?.large_image;
+  } else if (lowerCategory.includes("user input")) {
+    return triggers.find((trigger) => trigger?.name.toLowerCase() === "user input")?.large_image;
   } else {
     return "/images/appCategories/other.svg";
   }
 };
 
 // Skeleton component for loading state
-const UsecaseCardSkeleton = () => {
+const UsecaseCardSkeleton = ({ isArticlesTab }) => {
   const { themeMode } = useContext(Context);
   const theme = getTheme(themeMode);
 
+  // Skeleton for Articles Tab
+  if (isArticlesTab) {
+    return (
+      <Box
+        sx={{
+          textDecoration: "none",
+          backgroundColor: theme.palette.usecaseCardColor,
+          borderRadius: "16px",
+          width: {
+            xs: "230px",
+            sm: "320px",
+          },
+          minWidth: {
+            xs: "230px",
+            sm: "320px",
+          },
+          overflow: "hidden",
+          display: "flex",
+          flexDirection: "column",
+        }}
+      >
+        {/* Header image skeleton */}
+        <Skeleton
+          variant="rectangular"
+          height={160}
+          sx={{
+            width: "100%",
+            bgcolor:
+              themeMode === "dark"
+                ? "rgba(255, 255, 255, 0.08)"
+                : "rgba(0, 0, 0, 0.06)",
+          }}
+        />
+
+        {/* Body skeleton */}
+        <Box
+          sx={{
+            p: 2,
+            pt: 2.5,
+            display: "flex",
+            flexDirection: "column",
+            gap: 1.5,
+          }}
+        >
+          <Skeleton
+            variant="text"
+            width="80%"
+            height={26}
+            sx={{
+              bgcolor:
+                themeMode === "dark"
+                  ? "rgba(255, 255, 255, 0.1)"
+                  : "rgba(0, 0, 0, 0.08)",
+            }}
+          />
+          <Skeleton
+            variant="text"
+            width="40%"
+            height={20}
+            sx={{
+              bgcolor:
+                themeMode === "dark"
+                  ? "rgba(255, 255, 255, 0.08)"
+                  : "rgba(0, 0, 0, 0.06)",
+            }}
+          />
+
+          <Box
+            sx={{
+              mt: "auto",
+              display: "flex",
+              justifyContent: "flex-end",
+              alignItems: "center",
+              gap: 1,
+            }}
+          >
+            <Skeleton
+              variant="rectangular"
+              width={38}
+              height={22}
+              sx={{
+                borderRadius: "12px",
+                bgcolor:
+                  themeMode === "dark"
+                    ? "rgba(255, 255, 255, 0.1)"
+                    : "rgba(0, 0, 0, 0.06)",
+              }}
+            />
+            <Skeleton
+              variant="circular"
+              width={24}
+              height={24}
+              sx={{
+                bgcolor:
+                  themeMode === "dark"
+                    ? "rgba(255, 255, 255, 0.1)"
+                    : "rgba(0, 0, 0, 0.06)",
+              }}
+            />
+          </Box>
+        </Box>
+      </Box>
+    );
+  }
+
+  // Skeleton for Usecases Tab
   return (
     <Box
       sx={{
@@ -177,7 +323,8 @@ const UsecaseCardSkeleton = () => {
   );
 };
 
-const UsecaseCard = ({ usecase, handleToggle, handleOpenDialog, handleDeleteUsecase }) => {
+// Card renderer for both usecases and articles
+const UsecaseCard = ({ usecase, handleToggle, handleOpenDialog, handleDeleteUsecase, isArticlesTab, partnerData }) => {
   const [anchorEl, setAnchorEl] = useState(null);
   const open = Boolean(anchorEl);
   const { themeMode } = useContext(Context);
@@ -209,9 +356,215 @@ const UsecaseCard = ({ usecase, handleToggle, handleOpenDialog, handleDeleteUsec
     navigate(`/usecases/${usecase.id}`);
   };
 
+  // Article Card Layout
+  if (isArticlesTab) {
+    return (
+      <Box
+        sx={{
+          textDecoration: "none",
+          backgroundColor: theme.palette.usecaseCardColor,
+          borderRadius: "16px",
+          width: {
+            xs: "230px",
+            sm: "320px",
+          },
+          minWidth: {
+            xs: "230px",
+            sm: "320px",
+          },
+          overflow: "hidden",
+          display: "flex",
+          flexDirection: "column",
+          "&:hover": {
+            backgroundColor: theme.palette.usecaseCardHoverColor,
+          },
+        }}
+      >
+        <Box
+          component="img"
+          src={usecase.headerImage || "/images/no_image.png"}
+          alt={usecase.name}
+          sx={{
+            width: "100%",
+            height: 160,
+            objectFit: "cover",
+          }}
+        />
+
+        <Box
+          sx={{
+            p: 2,
+            pt: 2.5,
+            display: "flex",
+            flexDirection: "column",
+            gap: 1.5,
+            height: "100%",
+          }}
+        >
+          <Typography
+            sx={{
+              color: theme.palette.text.primary,
+              fontSize: {
+                xs: "15px",
+                lg: "16px",
+              },
+              fontWeight: 600,
+              fontFamily: theme.typography.fontFamily,
+              display: "-webkit-box",
+              WebkitLineClamp: 2,
+              WebkitBoxOrient: "vertical",
+              overflow: "hidden",
+            }}
+          >
+            {usecase.name}
+          </Typography>
+
+          {usecase.created && (
+            <Typography
+              sx={{
+                color: theme.palette.text.secondary,
+                fontSize: "13px",
+              }}
+            >
+              {new Date(usecase.created * 1000).toLocaleDateString("en-US", {
+                year: "numeric",
+                month: "short",
+                day: "numeric",
+              })}
+            </Typography>
+          )}
+
+          <Box
+            sx={{
+              mt: -1,
+              display: "flex",
+              alignItems: "center",
+              justifyContent: "flex-end",
+              gap: 0.5,
+            }}
+            onClick={(e) => e.stopPropagation()}
+          >
+            <OpenInNewIcon
+              fontSize="small"
+              onClick={(e) => {
+                e.stopPropagation();
+                window.open(`${window.location.origin}/partners/${partnerData?.name.toLowerCase().replaceAll(" ", "_")}/articles/${usecase.name.toLowerCase().replaceAll(" ", "_")}`, "_blank");
+              }}
+              sx={{
+                color: theme.palette.primary.main,
+                cursor: "pointer",
+              }}
+            />
+            <Switch
+              checked={usecase.public}
+              onClick={(e) => {
+                e.stopPropagation();
+              }}
+              onChange={(e) => {
+                e.preventDefault();
+                e.stopPropagation();
+                handleToggle(usecase.id);
+              }}
+              size="medium"
+              sx={{
+                "& .MuiSwitch-switchBase.Mui-checked": {
+                  color: "#4CAF50",
+                },
+                "& .MuiSwitch-switchBase.Mui-checked + .MuiSwitch-track": {
+                  backgroundColor: "#4CAF50",
+                },
+              }}
+            />
+            <IconButton
+              onClick={(e) => {
+                e.stopPropagation();
+                handleClick(e);
+              }}
+              size="small"
+              sx={{
+                color: theme.palette.text.primary,
+                "&:hover": {
+                  backgroundColor:
+                    themeMode === "dark"
+                      ? "rgba(255, 255, 255, 0.1)"
+                      : "rgba(0, 0, 0, 0.05)",
+                },
+              }}
+            >
+              <MoreVertIcon fontSize="small" />
+            </IconButton>
+          </Box>
+
+          <Menu
+            anchorEl={anchorEl}
+            open={open}
+            onClose={handleClose}
+            onClick={(e) => e.stopPropagation()}
+            PaperProps={{
+              sx: {
+                backgroundColor: theme.palette.DialogStyle.backgroundColor,
+                border: theme.palette.defaultBorder,
+                borderRadius: "8px",
+                boxShadow: theme.palette.DialogStyle.boxShadow,
+                "& .MuiMenuItem-root": {
+                  fontSize: "14px",
+                  color: theme.palette.text.primary,
+                  "&:hover": {
+                    backgroundColor:
+                      themeMode === "dark"
+                        ? "rgba(255, 255, 255, 0.1)"
+                        : "rgba(0, 0, 0, 0.05)",
+                  },
+                },
+              },
+            }}
+            transformOrigin={{ horizontal: "right", vertical: "top" }}
+            anchorOrigin={{ horizontal: "right", vertical: "bottom" }}
+          >
+            <MenuItem
+              onClick={(e) => {
+                e.stopPropagation();
+                handleOpenDialog(usecase);
+                setAnchorEl(null);
+              }}
+            >
+              <ListItemIcon>
+                <EditIcon
+                  fontSize="small"
+                  sx={{
+                    color: theme.palette.text.primary,
+                    fontFamily: theme.typography.fontFamily,
+                  }}
+                />
+              </ListItemIcon>
+              <ListItemText>Edit Article</ListItemText>
+            </MenuItem>
+            <MenuItem
+              onClick={(e) => {
+                e.stopPropagation();
+                handleDeleteUsecase(usecase.id);
+              }}
+            >
+              <ListItemIcon>
+                <DeleteIcon
+                  fontSize="small"
+                  sx={{
+                    color: theme.palette.text.primary,
+                    fontFamily: theme.typography.fontFamily,
+                  }}
+                />
+              </ListItemIcon>
+              <ListItemText>Delete Article</ListItemText>
+            </MenuItem>
+          </Menu>
+        </Box>
+      </Box>
+    );
+  }
+
+  // Usecase Card Layout
   return (
     <Box
-      onClick={handleCardClick}
       sx={{
         textDecoration: "none",
         backgroundColor: theme.palette.usecaseCardColor,
@@ -241,7 +594,6 @@ const UsecaseCard = ({ usecase, handleToggle, handleOpenDialog, handleDeleteUsec
           sm: "300px",
         },
         gap: "20px",
-        cursor: "pointer",
         "&:hover": {
           backgroundColor: theme.palette.usecaseCardHoverColor,
         },
@@ -302,6 +654,17 @@ const UsecaseCard = ({ usecase, handleToggle, handleOpenDialog, handleDeleteUsec
             </Tooltip>
         </div>
         <div style={{ display: "flex", alignItems: "center", gap: "5px" }}>
+          <OpenInNewIcon
+              fontSize="small"
+              onClick={(e) => {
+                e.stopPropagation();
+                window.open(`${window.location.origin}/usecases/${usecase.name.toLowerCase().replaceAll(" ", "_")}`, "_blank");
+              }}
+              sx={{
+                color: theme.palette.primary.main,
+                cursor: "pointer",
+              }}
+            />
           <Switch
             checked={usecase.public}
             onClick={(e) => {
@@ -414,9 +777,11 @@ const UsecaseCard = ({ usecase, handleToggle, handleOpenDialog, handleDeleteUsec
   );
 };
 
-const PartnersUsecasesTab = ({ isCloud, globalUrl, userdata, partnerData, setPartnerData }) => {
+const PartnersUsecasesTab = ({ isCloud, globalUrl, userdata, partnerData, setPartnerData, selectedTab }) => {
   const { themeMode } = useContext(Context);
   const theme = getTheme(themeMode);
+  const isArticlesTab = selectedTab?.toLowerCase() === "articles";
+  const entityLabel = isArticlesTab ? "Article" : "Usecase";
 
   // Dialog state
   const [openDialog, setOpenDialog] = useState(false);
@@ -438,12 +803,13 @@ const PartnersUsecasesTab = ({ isCloud, globalUrl, userdata, partnerData, setPar
     navigation: {
       items: [
         {
-          name: "About Usecase",
+          name: `About ${entityLabel}`,
           content: [""],
         },
       ],
     },
     public: false,
+    created: null,
   });
   
   // App categories for dropdowns
@@ -458,6 +824,11 @@ const PartnersUsecasesTab = ({ isCloud, globalUrl, userdata, partnerData, setPar
     { value: "assets", label: "Assets" },
     { value: "intel", label: "Intel" },
     { value: "email", label: "Email" },
+    {value: "webhook", label: "Webhook"},
+    {value: "schedule", label: "Schedule"},
+    {value: "pipelines", label: "Pipelines"},
+    {value: "shuffle workflow", label: "Shuffle Workflow"},
+    {value: "user input", label: "User Input"},
     { value: "other", label: "Other" }
   ];
 
@@ -506,6 +877,8 @@ const PartnersUsecasesTab = ({ isCloud, globalUrl, userdata, partnerData, setPar
             navigation: usecase.navigation || { items: [] },
             categories: usecase.mainContent?.categories || [],
             public: usecase?.public || false,
+            created: usecase?.created || null,
+            headerImage: getFirstImageFromNavigation(usecase.navigation),
           }));
           if (usecases.length > 0) {
             setUsecaseData(usecases);
@@ -526,7 +899,195 @@ const PartnersUsecasesTab = ({ isCloud, globalUrl, userdata, partnerData, setPar
   // Sample categories
   const categoryOptions = ["Collect","Enrich", "Detect", "Respond", "Verify"];
 
+  // Uploading image to the public bucket
+  const handleImageUpload = async (imageData) => {
+    const folderName = "usecase_images";
+    const usecaseId = formData?.id || partnerData?.id || "usecase";
+
+    try {
+      const response = await fetch(`${globalUrl}/api/v1/image_upload`, {
+        method: "POST",
+        headers: {
+          "Content-Type": "application/json",
+          Accept: "application/json",
+        },
+        credentials: "include",
+        body: JSON.stringify({
+          imageData,
+          folder: folderName,
+          id: usecaseId,
+        }),
+      });
+
+      // if (response.status !== 200) {
+      //   toast.error("Failed to upload image" + response?.reason);
+      //   return null;
+      // }
+
+      const responseJson = await response.json();
+      if (!responseJson?.success || !responseJson?.url) {
+        toast.error("Failed to upload image: " + responseJson?.reason);
+        return null;
+      }
+
+      return responseJson.url;
+    } catch (error) {
+      toast.error("Failed to upload image" + error?.message);
+      return null;
+    }
+  };
+
+  // This function is used to update the content with the public image url
+  const updateContentWithImageUrl = (itemIndex, contentIndex, imageUrl) => {
+    setFormData((prevData) => {
+      const newItems = [...(prevData.navigation.items || [])];
+      const item = newItems[itemIndex];
+      if (!item) {
+        return prevData;
+      }
+
+      const contents = [...(item.content || [])];
+      const existingContent = contents[contentIndex] || "";
+      const markdownImage = imageUrl ? `![image](${imageUrl})` : "";
+
+      const placeholderIndex = existingContent.indexOf(IMAGE_UPLOAD_PLACEHOLDER);
+      if (placeholderIndex !== -1) {
+        const before = existingContent.slice(0, placeholderIndex);
+        const after = existingContent.slice(
+          placeholderIndex + IMAGE_UPLOAD_PLACEHOLDER.length,
+        );
+
+        const trimmedBefore = before.replace(/\s*$/, "");
+        const needsNewline =
+          trimmedBefore.length > 0 && !trimmedBefore.endsWith("\n");
+        const separator = needsNewline ? "\n" : "";
+
+        contents[contentIndex] = `${trimmedBefore}${separator}${markdownImage}${after}`;
+      } else {
+        const needsNewline =
+          existingContent.length > 0 && !existingContent.endsWith("\n");
+        const separator = needsNewline ? "\n" : "";
+
+        contents[contentIndex] = `${existingContent}${separator}${markdownImage}`;
+      }
+
+      newItems[itemIndex] = {
+        ...item,
+        content: contents,
+      };
+
+      return {
+        ...prevData,
+        navigation: {
+          items: newItems,
+        },
+      };
+    });
+  };
+
+  // This function is used to insert the image placeholder (Uploading image...) in the content to show that the image is being uploaded
+  const insertImagePlaceholder = (itemIndex, contentIndex) => {
+    setFormData((prevData) => {
+      const newItems = [...(prevData.navigation.items || [])];
+      const item = newItems[itemIndex];
+      if (!item) {
+        return prevData;
+      }
+
+      const contents = [...(item.content || [])];
+      const existingContent = contents[contentIndex] || "";
+      const needsNewline =
+        existingContent.length > 0 && !existingContent.endsWith("\n");
+      const separator = needsNewline ? "\n" : "";
+
+      contents[contentIndex] = `${existingContent}${separator}${IMAGE_UPLOAD_PLACEHOLDER}`;
+
+      newItems[itemIndex] = {
+        ...item,
+        content: contents,
+      };
+
+      return {
+        ...prevData,
+        navigation: {
+          items: newItems,
+        },
+      };
+    });
+  };
+
+  // This function is used to process the image file and upload it to the public bucket
+  const processImageFile = (imageFile, itemIndex, contentIndex) => {
+    const reader = new FileReader();
+    reader.onload = async (loadEvent) => {
+      const imageData = loadEvent.target?.result;
+      if (!imageData) {
+        toast.error("Failed to read image");
+        updateContentWithImageUrl(itemIndex, contentIndex, "");
+        return;
+      }
+
+      const imageUrl = await handleImageUpload(imageData);
+      if (!imageUrl) {
+        // Clean up the placeholder if upload failed
+        updateContentWithImageUrl(itemIndex, contentIndex, "");
+        return;
+      }
+
+      updateContentWithImageUrl(itemIndex, contentIndex, imageUrl);
+    };
+    reader.readAsDataURL(imageFile);
+  };
+
+  // This function is used to handle the image paste event
+  const handleContentPaste = async (event, itemIndex, contentIndex) => {
+    const items = event.clipboardData?.items;
+    if (!items || items.length === 0) {
+      return;
+    }
+
+    let imageFile = null;
+    for (let i = 0; i < items.length; i += 1) {
+      const item = items[i];
+      if (item.kind === "file" && item.type.startsWith("image/")) {
+        imageFile = item.getAsFile();
+        break;
+      }
+    }
+
+    if (!imageFile) {
+      return;
+    }
+
+    event.preventDefault();
+
+    insertImagePlaceholder(itemIndex, contentIndex);
+    processImageFile(imageFile, itemIndex, contentIndex);
+  };
+
+  // This function is used to handle the image drop event
+  const handleContentDrop = async (event, itemIndex, contentIndex) => {
+    event.preventDefault();
+
+    const files = event.dataTransfer?.files;
+    if (!files || files.length === 0) {
+      return;
+    }
+
+    const imageFile = Array.from(files).find((file) => file.type.startsWith("image/"));
+    if (!imageFile) {
+      toast.error("Failed to upload image, only images are supported");
+      return;
+    }
+
+    insertImagePlaceholder(itemIndex, contentIndex);
+    processImageFile(imageFile, itemIndex, contentIndex);
+  };
+
   const getUserProfileWorkflows = (orgId) => {
+    if (selectedTab === "articles") {
+      return;
+    }
     setIsWorkflowLoading(true);
 		fetch(`${globalUrl}/api/v1/partners/${orgId}/workflows`, {
 			method: "GET",
@@ -713,12 +1274,13 @@ const PartnersUsecasesTab = ({ isCloud, globalUrl, userdata, partnerData, setPar
       navigation: usecase?.navigation || {
         items: [ 
           {
-            name: "About Usecase",
+            name: `About ${entityLabel}`,
             content: [""],
           },
         ],
       },
       public: usecase?.public || false,
+      created: usecase?.created || Math.floor(Date.now() / 1000),
     });
     setOpenDialog(true);
   };
@@ -753,15 +1315,15 @@ const PartnersUsecasesTab = ({ isCloud, globalUrl, userdata, partnerData, setPar
     const validationErrors = [];
 
     // Check for public workflow selection
-    if (!formData.mainContent.publicWorkflowId || formData.mainContent.publicWorkflowId.trim() === "") {
+    if (!isArticlesTab && (!formData.mainContent.publicWorkflowId || formData.mainContent.publicWorkflowId.trim() === "")) {
       validationErrors.push("Please select a public workflow");
     }
 
-    if (!formData.mainContent.sourceAppType || formData.mainContent.sourceAppType.trim() === "") {
+    if (!isArticlesTab && (!formData.mainContent.sourceAppType || formData.mainContent.sourceAppType.trim() === "")) {
       validationErrors.push("Source app type is required");
     }
 
-    if (!formData.mainContent.destinationAppType || formData.mainContent.destinationAppType.trim() === "") {
+    if (!isArticlesTab && (!formData.mainContent.destinationAppType || formData.mainContent.destinationAppType.trim() === "")) {
       validationErrors.push("Destination app type is required");
     }
 
@@ -783,7 +1345,7 @@ const PartnersUsecasesTab = ({ isCloud, globalUrl, userdata, partnerData, setPar
     }
 
     // Check categories
-    if (!formData.mainContent.categories || !Array.isArray(formData.mainContent.categories) || formData.mainContent.categories.length === 0) {
+    if (!isArticlesTab && (!formData.mainContent.categories || !Array.isArray(formData.mainContent.categories) || formData.mainContent.categories.length === 0)) {
       validationErrors.push("At least one category must be selected");
     }
 
@@ -846,7 +1408,6 @@ const PartnersUsecasesTab = ({ isCloud, globalUrl, userdata, partnerData, setPar
       return res.json();
     })
     .then((responseData) => {
-      console.log("Response data:", responseData);
       // Reset loading state
       setIsSubmitting(false);
       
@@ -864,6 +1425,8 @@ const PartnersUsecasesTab = ({ isCloud, globalUrl, userdata, partnerData, setPar
           categories: formData.mainContent?.categories || [],
           navigation: formData.navigation || {},
           public: formData?.public || false,
+          created: formData?.created || null,
+          headerImage: getFirstImageFromNavigation(formData.navigation),
         }
 
         setUsecaseData((prevData) => {
@@ -921,6 +1484,28 @@ const PartnersUsecasesTab = ({ isCloud, globalUrl, userdata, partnerData, setPar
     });
   };
 
+  // This is used to filter the usecases based on the selected tab
+  const filteredUsecases = Array.isArray(usecaseData)
+    ? usecaseData.filter((usecase) => {
+        const hasWorkflowId =
+          !!usecase.publicWorkflowId &&
+          usecase.publicWorkflowId.toString().trim() !== "";
+
+        if (selectedTab === "articles") {
+          // Articles: only items without a public workflow ID
+          return !hasWorkflowId;
+        }
+
+        if (selectedTab === "usecases") {
+          // Usecases: only items with a public workflow ID
+          return hasWorkflowId;
+        }
+
+        // Fallback: show all
+        return true;
+      })
+    : [];
+
   return (
     <Box
       sx={{
@@ -934,7 +1519,7 @@ const PartnersUsecasesTab = ({ isCloud, globalUrl, userdata, partnerData, setPar
         justifyContent: "flex-start",
       }}
     >
-      {/* Add Usecase Button */}
+      {/* Add Usecase / Article Button */}
       <Box
         sx={{
           width: "100%",
@@ -946,13 +1531,13 @@ const PartnersUsecasesTab = ({ isCloud, globalUrl, userdata, partnerData, setPar
         }}
       >
         <Typography sx={{ fontSize: 20, fontWeight: 500, color: "#FFFFFF" }}>
-          Usecases
+          {selectedTab === "usecases" && "Usecases"}
+          {selectedTab === "articles" && "Articles"}
         </Typography>
         <Button
           variant="contained"
           color="primary"
           startIcon={<AddIcon />}
-          disabled={isWorkflowLoading}
           onClick={handleOpenDialog}
           sx={{
             px: 3,
@@ -961,11 +1546,11 @@ const PartnersUsecasesTab = ({ isCloud, globalUrl, userdata, partnerData, setPar
             fontWeight: 600,
           }}
         >
-          Add Usecase
+          {isArticlesTab ? "Add Article" : "Add Usecase"}
         </Button>
       </Box>
 
-      {/* Usecases Grid */}
+      {/* Usecases / Articles Grid */}
       {isLoading ? (
         // Skeleton loading state
         <Box
@@ -981,11 +1566,11 @@ const PartnersUsecasesTab = ({ isCloud, globalUrl, userdata, partnerData, setPar
         >
           {/* Display 4 skeleton cards while loading */}
           {[...Array(4)].map((_, index) => (
-            <UsecaseCardSkeleton key={index} />
+            <UsecaseCardSkeleton key={index} isArticlesTab={isArticlesTab} partnerData={partnerData} />
           ))}
         </Box>
-      ) : usecaseData.length > 0 ? (
-        // Actual data display
+      ) : filteredUsecases.length > 0 ? (
+        // Actual data display (filtered based on public workflow ID)
         <Box
           sx={{
             display: "flex",
@@ -997,13 +1582,15 @@ const PartnersUsecasesTab = ({ isCloud, globalUrl, userdata, partnerData, setPar
             pt: 4,
           }}
         >
-          {usecaseData.map((usecase) => (
+          {filteredUsecases.map((usecase) => (
             <UsecaseCard
               handleOpenDialog={handleOpenDialog}
               key={usecase.id}
               usecase={usecase}
               handleToggle={handleToggle}
               handleDeleteUsecase={handleDeleteUsecase}
+              isArticlesTab={isArticlesTab}
+              partnerData={partnerData}
             />
           ))}
         </Box>
@@ -1027,7 +1614,7 @@ const PartnersUsecasesTab = ({ isCloud, globalUrl, userdata, partnerData, setPar
               color: "#FFFFFF",
             }}
           >
-            No usecases found
+            {isArticlesTab ? "No articles found" : "No usecases found"}
           </Typography>
         </Box>
       )}
@@ -1064,7 +1651,7 @@ const PartnersUsecasesTab = ({ isCloud, globalUrl, userdata, partnerData, setPar
           }}
         >
           <Typography sx={{ fontSize: 20, fontWeight: 500, color: theme.palette.text.primary }}>
-            {formData?.id ? "Update" : "Add New"} Usecase : {formData?.public ? "Published" : "Draft"}
+            {formData?.id ? "Update" : "Add New"} {entityLabel} : {formData?.public ? "Published" : "Draft"}
           </Typography>
           <IconButton
             onClick={handleCloseDialog}
@@ -1088,6 +1675,7 @@ const PartnersUsecasesTab = ({ isCloud, globalUrl, userdata, partnerData, setPar
               paddingTop: 3,
             }}
           >
+            {!isArticlesTab && (
             <FormControl>
             <Box
                 sx={{
@@ -1207,9 +1795,40 @@ const PartnersUsecasesTab = ({ isCloud, globalUrl, userdata, partnerData, setPar
                 )}
               </Select>
             </FormControl>
+            )}
+
+	  		    {/* Other data selection (use all data types) */}
+            {!isArticlesTab && (
+            <Box sx={{ display: "flex", flexDirection: "row", gap: 2, mt: 2 }}>
+              <FormControl fullWidth>
+                <Typography
+                  sx={{
+                    color: grey,
+                    mb: 1,
+                    fontSize: "16px",
+                  }}
+                >
+	  				<b>Coming soon:</b> Files (detection)
+                </Typography>
+              </FormControl> 
+
+              <FormControl fullWidth>
+                <Typography
+                  sx={{
+                    color: grey,
+                    mb: 1,
+                    fontSize: "16px",
+                  }}
+                >
+	  				<b>Coming soon:</b> Datastore category (threatlists)	
+                </Typography>
+              </FormControl>
+            </Box>
+            )}
 
             {/* App Type Selection */}
-            <Box sx={{ display: "flex", flexDirection: "row", gap: 2, mt: 2 }}>
+            {!isArticlesTab && (
+            <Box sx={{ display: "flex", flexDirection: "row", gap: 2, mt: isArticlesTab ? 0 : 2 }}>
               <FormControl fullWidth>
                 <Typography
                   sx={{
@@ -1286,6 +1905,7 @@ const PartnersUsecasesTab = ({ isCloud, globalUrl, userdata, partnerData, setPar
                 </Select>
               </FormControl>
 
+
               <FormControl fullWidth>
                 <Typography
                   sx={{
@@ -1362,6 +1982,7 @@ const PartnersUsecasesTab = ({ isCloud, globalUrl, userdata, partnerData, setPar
                 </Select>
               </FormControl>
             </Box>
+            )}
 
             <Box sx={{ mb: 2, mt: 2 }}>
               <Typography
@@ -1433,6 +2054,7 @@ const PartnersUsecasesTab = ({ isCloud, globalUrl, userdata, partnerData, setPar
                     }}
                   />
                 </FormControl>
+                {!isArticlesTab && (
                 <FormControl>
                   <Typography
                     sx={{ color: theme.palette.text.primary, mb: 1, fontSize: "14px" }}
@@ -1513,6 +2135,7 @@ const PartnersUsecasesTab = ({ isCloud, globalUrl, userdata, partnerData, setPar
                     ))}
                   </Select>
                 </FormControl>
+                )}
               </Box>
             </Box>
 
@@ -1648,7 +2271,7 @@ const PartnersUsecasesTab = ({ isCloud, globalUrl, userdata, partnerData, setPar
                     <Box key={contentIndex} sx={{ mb: 1 }}>
                       <TextField
                         multiline
-                        rows={6}
+                        rows={14}
                         value={content}
                         onChange={(e) => {
                           const newItems = [...formData.navigation.items];
@@ -1659,12 +2282,15 @@ const PartnersUsecasesTab = ({ isCloud, globalUrl, userdata, partnerData, setPar
                             navigation: { items: newItems },
                           });
                         }}
+                        onPaste={(event) => handleContentPaste(event, itemIndex, contentIndex)}
+                        onDrop={(event) => handleContentDrop(event, itemIndex, contentIndex)}
+                        onDragOver={(event) => event.preventDefault()}
                         placeholder="Content (Markdown supported)"
                         helperText={
                           <Box sx={{ display: "flex", alignItems: "center", gap: 0.5, mt: 0.5 }}>
                             <InfoIcon sx={{ fontSize: "14px", opacity: 0.7 }} />
                             <Typography variant="caption" sx={{ opacity: 0.7 }}>
-                              Markdown syntax is supported
+                              Markdown syntax is supported and Use ### for subItem for Table of Contents. Drag and drop or paste images to the content to upload them.
                             </Typography>
                           </Box>
                         }
@@ -1708,7 +2334,7 @@ const PartnersUsecasesTab = ({ isCloud, globalUrl, userdata, partnerData, setPar
                       )}
                     </Box>
                   ))}
-
+{/* 
                   <Button
                     startIcon={<AddCircleOutlineIcon />}
                     onClick={() => {
@@ -1725,7 +2351,7 @@ const PartnersUsecasesTab = ({ isCloud, globalUrl, userdata, partnerData, setPar
                     }}
                   >
                     Add Paragraph
-                  </Button>
+                  </Button> */}
                 </Box>
               ))}
 
@@ -1791,7 +2417,7 @@ const PartnersUsecasesTab = ({ isCloud, globalUrl, userdata, partnerData, setPar
           >
             {isSubmitting 
               ? (formData?.id ? "Updating..." : "Adding...") 
-              : (formData?.id ? "Update Usecase" : "Add Usecase")
+              : (formData?.id ? `Update ${entityLabel}` : `Add ${entityLabel}`)
             }
           </Button>
         </DialogActions>

frontend/src/components/Priority.jsx

@@ -25,7 +25,7 @@ const Priority = (props) => {
   	const { globalUrl, clickedFromOrgTab,userdata, serverside, priority, checkLogin, setAdminTab, setCurTab, appFramework, } = props;
 	const { themeMode, supportEmail } = useContext(Context);
 	const theme = getTheme(themeMode);
-  	const isCloud = (window.location.host === "localhost:3002" || window.location.host === "shuffler.io") ? true : (process.env.IS_SSR === "true");
+  	const isCloud = window.location.host === "localhost:3002" || window.location.host === "shuffler.io";
 	let navigate = useNavigate();
 
 	if (window.location.pathname === "/workflows") {

frontend/src/components/RunsOverTimeWidget.jsx

@@ -1,7 +1,25 @@
 import React, { useEffect, useMemo, useState } from 'react';
-import { Typography, ToggleButton, ToggleButtonGroup, Select, MenuItem, FormControl, InputLabel, Box } from '@mui/material';
+import { makeStyles, } from "@mui/styles";
+import { 
+	Typography, 
+	ToggleButton, 
+	ToggleButtonGroup, 
+	Select, 
+	MenuItem, 
+	FormControl, 
+	InputLabel, 
+	Box,
+	Autocomplete,
+	TextField,
+	Tooltip,
+	IconButton,
+} from '@mui/material';
 import { BarChart, BarSeries, Bar, GridlineSeries, Gridline, TooltipArea, ChartTooltip, LinearYAxis, LinearYAxisTickSeries, LinearYAxisTickLabel } from 'reaviz';
 import theme from '../theme.jsx';
+import {green, yellow, red} from "../views/AngularWorkflow.jsx"
+import {
+	OpenInNew as OpenInNewIcon,
+} from '@mui/icons-material';
 
 // Compact number formatter for axis ticks (e.g. 12,000 -> 12k, 12,000,000 -> 12M)
 function formatCompactNumber(value) {
@@ -59,34 +77,128 @@ function computeTodayValueForOrg(key, orgStats) {
   const RunsOverTimeWidget = (props) => {
     const { globalUrl, onLoadingChange, monthOverride, dummyMode, selectedOrganization, selectedOrgForStats, orgStats, orgForLimit, loadingSelectedOrgStats } = props;
   const [mode, setMode] = useState('workflows'); // 'apps' | 'workflows'
+  const [selectedStatType, setSelectedStatType] = useState({
+	  "value": 'total_workflow_executions',
+	  "label": 'Workflows',
+	  "amount": 0,
+  })
   const [series, setSeries] = useState([]);
   const [days, setDays] = useState(365); // aggregate to last 12 months by default
   const [selectedMonth, setSelectedMonth] = useState(null); // Date representing first day of target month, or null for yearly view
+  const [statTypeOptions, setStatTypeOptions] = useState([])
   const [loading, setLoading] = useState(false);
+  const useStyles = makeStyles({
+    notchedOutline: {
+      borderColor: "#FF8544 !important",
+    },
+    root: {
+      "& .MuiAutocomplete-listbox": {
+        border: "2px solid #FF8544",
+        color: theme.palette.text.primary,
+        fontSize: 18,
+        "& li:nth-child(even)": {
+          backgroundColor: "#CCC",
+        },
+        "& li:nth-child(odd)": {
+          backgroundColor: "#FFF",
+        },
+      },
+    },
+    inputRoot: {
+      color: theme.palette.text.primary,
+      "&:hover .MuiOutlinedInput-notchedOutline": {
+        borderColor: "#f86a3e",
+      },
+    },
+  });
+  const classes = useStyles();
 
   // Helper: fetch time series for a specific statistics key
   const fetchSeriesForKey = async (key) => {
+
+	if (statTypeOptions?.length < 3) {
+		var foundkeys = {}
+		for (var key in orgStats) {
+			if (!key.startsWith("total_")) {
+				continue
+			}
+
+			// Remove total
+			foundkeys[key] = orgStats[key]
+		}
+
+		for (var foundKey in orgStats?.daily_statistics) {
+			const dailyStats = orgStats?.daily_statistics[foundKey]
+
+			for (var additionKey in dailyStats?.additions) {
+				const addition = dailyStats?.additions[additionKey];
+				if (foundkeys[addition?.key] === undefined) {
+					foundkeys[addition?.key] = addition?.value
+				} else {
+					foundkeys[addition?.key] += addition?.value
+				}
+			}
+		}
+
+		var newarray = []
+		for (var key in foundkeys) {
+			const foundkey = key
+
+			var parsedname = key
+			if (parsedname?.startsWith("total_")) {
+				parsedname = parsedname.replace("total_", "")
+			}
+
+			if (parsedname?.startsWith("categorylabel")) {
+				parsedname = parsedname.replace("categorylabel", "")
+			}
+
+			parsedname = (parsedname.charAt(0).toUpperCase() + parsedname.substring(1)).replaceAll("_", " ") 
+
+			newarray.push({
+				"value": key,
+				"label": parsedname,
+				"amount": foundkeys[key],
+			})
+		}
+
+		if (newarray.length > 0) {
+			setStatTypeOptions(newarray)
+		}
+	}
+
     try {
       // If specific org is selected and pre-fetched stats are available, use them directly
       if (selectedOrgForStats && selectedOrgForStats !== 'ALL' && orgStats && Array.isArray(orgStats?.daily_statistics)) {
+
         const dailyStats = orgStats.daily_statistics;
         const processedEntries = [];
         const cutoff = new Date();
         cutoff.setDate(cutoff.getDate() - days);
 
+		if (key.startsWith("total_")) {
+			key = key.replace("total_", "")
+		}
+
         for (const day of dailyStats) {
           if (!day?.date) continue;
           const dayDate = new Date(day.date);
           if (dayDate < cutoff) continue;
 
           let value = 0;
-          if (key === 'workflow_executions') {
-            const finished = Number(day?.workflow_executions_finished || 0);
-            const failed = Number(day?.workflow_executions_failed || 0);
-            value = finished + failed;
-          } else {
-            value = Number(day?.[key] || 0);
-          }
+
+		  if (day[key] === undefined) {
+			  for (var additionKey in day?.additions) {
+				  const addition = day?.additions[additionKey];
+				  if (addition?.key === key) {
+					  value += Number(addition?.value || 0);
+					  break
+				  }
+			  }
+		  } else {
+			  value = Number(day[key] || 0);
+		  }
+
           processedEntries.push({ date: day.date, value });
         }
 
@@ -185,7 +297,7 @@ function computeTodayValueForOrg(key, orgStats) {
   };
 
   // Load and transform into monthly aggregation for last 12 months
-  const load = async (curMode) => {
+  const loadStats = async (curMode, inputType) => {
     setLoading(true);
     try {
       // Clear current series immediately to avoid any visual overlap while switching views
@@ -203,8 +315,10 @@ function computeTodayValueForOrg(key, orgStats) {
         setSeries(dummy);
         return;
       }
-      const key = curMode === 'apps' ? 'app_executions' : 'workflow_executions';
+
+      const key = inputType !== undefined ? inputType : selectedStatType?.value?.length > 0 ? selectedStatType?.value : curMode === 'apps' ? 'app_executions' : 'workflow_executions';
       const entries = await fetchSeriesForKey(key);
+
       // Normalize variants: {Date, Value} or {date, value}
       const normalized = (entries || []).map((d) => ({
         date: d?.Date ? new Date(d.Date) : (d?.date ? new Date(d.date) : new Date()),
@@ -272,6 +386,23 @@ function computeTodayValueForOrg(key, orgStats) {
     }
   };
 
+
+  useEffect(() => {
+	  setTimeout(() => {
+		  const starterWidgetStatType = localStorage.getItem("runsOverTimeWidgetStatType")
+		  if (starterWidgetStatType) {
+			  setSelectedStatType({
+				  "value": starterWidgetStatType,
+				  "label": (starterWidgetStatType.charAt(0).toUpperCase() + starterWidgetStatType.substring(1)).replaceAll("_", " "),
+				  "amount": 0,
+			  })
+		  
+			  loadStats(mode, starterWidgetStatType)
+		  }
+      
+	  }, 1500)
+  }, [])
+
   // Apply month override (e.g. onboarding Explore Now) - consolidated with main load effect
   useEffect(() => {
     if (monthOverride instanceof Date) {
@@ -287,8 +418,9 @@ function computeTodayValueForOrg(key, orgStats) {
         setSeries([]);
         return;
       }
-      load(mode);
-    }, [mode, globalUrl, days, selectedMonth, dummyMode, selectedOrgForStats, loadingSelectedOrgStats]);
+
+      loadStats(mode);
+    }, [selectedStatType, mode, globalUrl, days, selectedMonth, dummyMode, selectedOrgForStats, loadingSelectedOrgStats]);
 
   // Notify parent on loading changes
   useEffect(() => {
@@ -342,54 +474,124 @@ function computeTodayValueForOrg(key, orgStats) {
 				/>;
 
 
+	const barColorscheme = [
+		  "#f85a3e", // anchor orange
+		  "#ff7a57", // brighter, more playful
+		  "#e14b2e", // slightly darker + redder
+		  "#ff9b6b", // soft peachy highlight
+		  "#c83f24", // deep burnt orange
+	]
+	
   return (
     <div>
       <div style={{ display: 'flex', justifyContent: 'space-between', alignItems: 'center' }}>
-        <Typography sx={{ fontSize: 18, fontWeight: 500, fontFamily: theme.typography.fontFamily, paddingLeft: 1 }}>Runs over time ({mode === "workflows" ? "Workflows" : "Apps"})</Typography>
+        <Typography sx={{ fontSize: 18, fontWeight: 500, fontFamily: theme.typography.fontFamily, paddingLeft: 1 }}>{selectedStatType?.label} ({selectedStatType?.amount})</Typography>
         <Box sx={{ display: 'flex', gap: 1.5, alignItems: 'center', justifyContent: 'center' }}>
-        <ToggleButtonGroup
-        exclusive
-        size="large"
-        value={mode}
-        onChange={(e, v) => v && setMode(v)}
-        sx={{
-          height: 37,
-          backgroundColor: 'rgba(255,255,255,0.06)',
-          border: '1px solid rgba(255,255,255,0.22)',
-          borderRadius: '30px',
-          padding: '2px',
-          "& .MuiToggleButton-root": {
-            border: "none",
-            borderRadius: "30px",
-            color: "#fff",
-            padding: "6px 16px",
-            textTransform: "none",
-            fontSize: "14px",
-            "&.Mui-selected": {
-              backgroundColor: "#fff",
-              color: "#222",
-              fontWeight: "600",
-              "&:hover": {
-                backgroundColor: "#fff",
-              },
-            },
-            "&:hover": {
-              backgroundColor: "rgba(255, 255, 255, 0.2)",
-            },
+
+	  	<Tooltip title="Learn about custom stats" arrow>
+			<a href="/docs/API#count-stats-for-custom-key" target="_blank" rel="noopener noreferrer" style={{ textDecoration: 'none' }}>
+				<IconButton>
+					<OpenInNewIcon style={{ color: theme.palette.text.secondary, }} />
+				</IconButton>
+			</a>
+	  	</Tooltip>
+
+        <FormControl size="small" variant="outlined" style={{ minWidth: 350, }} sx={{
+          '& .MuiInputBase-root': {
+            height: 40,
+            backgroundColor: 'rgba(255,255,255,0.06)',
+            borderRadius: '20px',
           },
-        }}
-      >
-        <ToggleButton value="workflows">
-          <Box sx={{ display: 'flex', alignItems: 'center', gap: 1 }}>
-            Workflows
-          </Box>
-        </ToggleButton>
-        <ToggleButton value="apps">
-          <Box sx={{ display: 'flex', alignItems: 'center', gap: 1 }}>
-            Apps
-          </Box>
-        </ToggleButton>
-      </ToggleButtonGroup>
+          '& .MuiOutlinedInput-notchedOutline': { borderColor: 'rgba(255,255,255,0.22)' },
+        }}>
+			<Autocomplete
+              labelId="data-type-choice"
+              label="Select Datatype"
+              autoHighlight
+              value={selectedStatType}
+              classes={{ inputRoot: classes.inputRoot }}
+              ListboxProps={{
+                style: {
+                  backgroundColor: theme.palette.inputColor,
+                  color: theme.palette.text.primary,
+                },
+              }}
+              sx={{
+                '& .MuiOutlinedInput-root': {
+                  height: 40, // Adjust the input height
+                },
+                '& .MuiAutocomplete-input': {
+                  padding: '8px', // Adjust the text padding
+                },
+              }}
+              getOptionSelected={(option, value) => option.id === value.id}
+              getOptionLabel={(option) => {
+                if (
+                  option === undefined ||
+                  option === null ||
+                  option.label === undefined ||
+                  option.label === null
+                ) {
+					if (option.value !== undefined && option.value !== null) {
+                  		return option.value
+					} else {
+						return option
+					}
+                }
+
+                const newname = (
+                  option.label.charAt(0).toUpperCase() + option.label.substring(1)
+                ).replaceAll("_", " ");
+                return newname;
+              }}
+              options={statTypeOptions}
+              fullWidth
+              style={{
+                backgroundColor: theme.palette?.inputColor,
+                borderRadius: theme.palette?.borderRadius,
+              }}
+              onChange={(event, newValue) => {
+				console.log("CHANGE: ", newValue)
+              }}
+              renderOption={(props, data, state) => {
+				// Format to thousand or million
+				const formattedamount = formatCompactNumber(data?.amount)
+				const numbercolor = data?.amount >= 1000000 ? red : (data?.amount >= 100000 ? yellow : green)
+
+                return (
+                    <MenuItem
+                      style={{
+                        backgroundColor: theme.palette.inputColor,
+                      }}
+                      value={data}
+                      onClick={() => {
+						  setSelectedStatType(data)
+
+						  // Set local storage for the key
+						  if (data?.value) {
+							localStorage.setItem("runsOverTimeWidgetStatType", data?.value)
+						  }
+                      }}
+                    >
+						<span style={{minWidth: 60, maxWidth: 60, color: numbercolor, }}>{formattedamount}</span> {data?.label} 
+                    </MenuItem>
+                )
+              }}
+              renderInput={(params) => {
+                return (
+				  <div style={{ display: "flex", }}>
+                    <TextField
+                      style={theme.palette.textFieldStyle}
+                      {...params}
+                      label="Find your Stat"
+                      variant="outlined"
+                    />
+				  </div>
+                )
+              }}
+            />
+          </FormControl>
+
         <FormControl size="small" variant="outlined" style={{ minWidth: 170 }} sx={{
           '& .MuiInputBase-root': {
             height: 40,
@@ -438,7 +640,7 @@ function computeTodayValueForOrg(key, orgStats) {
             key={`${mode}-${selectedMonth ? `${selectedMonth.getFullYear()}-${selectedMonth.getMonth()}` : 'yearly'}`}
             height={300}
             data={barData}
-            series={<BarSeries tooltip={tooltip} bar={<Bar rounded={true} />} />}
+            series={<BarSeries colorScheme={barColorscheme} tooltip={tooltip} bar={<Bar rounded={true} />} />}
             gridlines={<GridlineSeries line={<Gridline direction="y" />} />}
             yAxis={
               <LinearYAxis

frontend/src/components/RuntimeDebugger.jsx

@@ -44,7 +44,7 @@ import {
 	Send as SendIcon, 
 } from '@mui/icons-material';
 
-import { DataGrid, GridColDef, GridValueGetterParams } from '@mui/x-data-grid'
+import { DataGrid, GridValueGetterParams } from '@mui/x-data-grid'
 import {
 	Search as SearchIcon,
   } from "@mui/icons-material";
@@ -335,7 +335,7 @@ const RuntimeDebugger = (props) => {
 	}
 	const imageSize = 30
 	const timenowUnix = Math.floor(Date.now() / 1000)
-	const columns: GridColDef[] = [
+	const columns = [
 		{
 			field: 'execution_source',
 			headerName: 'Source',

frontend/src/components/SearchData.jsx

@@ -77,7 +77,7 @@ const SearchData = props => {
     //    return null
     //}
 
-    const isCloud = (window.location.host === "localhost:3002" || window.location.host === "shuffler.io") ? true : (process.env.IS_SSR === "true");
+    const isCloud = window.location.host === "localhost:3002" || window.location.host === "shuffler.io";
     // if (window.location.pathname === "/docs" || window.location.pathname === "/apps" || window.location.pathname === "/usecases"  ) {
     //     setModalOpen(false)
     // }

frontend/src/components/UsecaseSearch.jsx

@@ -349,7 +349,7 @@ const UsecaseSearch = (props) => {
   const [selectedAction, setSelectedAction] = React.useState({});
   const [firstRequest, setFirstRequest] = React.useState(true);
 
-  const isCloud = (window.location.host === "localhost:3002" || window.location.host === "shuffler.io") ? true : (process.env.IS_SSR === "true");
+  const isCloud = window.location.host === "localhost:3002" || window.location.host === "shuffler.io";
   //const alert = useAlert()
 
 	useEffect(() => {

frontend/src/components/UserManagmentTab.jsx

@@ -25,6 +25,7 @@ import {
     Skeleton,
     Switch,
     Box,
+	Chip,
 } from "@mui/material";
 
 import {
@@ -158,7 +159,7 @@ const UserManagmentTab = memo((props) => {
                     toast("Failed to update user");
                 } else {
                     //toast("Set the user field " + field + " to " + value);
-                    toast("Successfully updated user field " + field);
+                    toast.success(`Successfully updated user field '${field}'`)
 
                     if (field !== "suborgs") {
                         setSelectedUserModalOpen(false);
@@ -203,7 +204,7 @@ const UserManagmentTab = memo((props) => {
                             getUsers();
                         }, 1000);
 
-                        toast("Invite sent! They will show up in the list when they have accepted the invite.")
+                        toast.success("The user will show up in the list when finished.")
                     }
                 })
             )
@@ -260,7 +261,6 @@ const UserManagmentTab = memo((props) => {
 			event.target.value = []
 		}
 
-        console.log("event: ", event.target.value);
         setMatchingOrganizations(event.target.value);
         // Workaround for empty orgs
         if (event.target.value.length === 0) {
@@ -336,6 +336,17 @@ const UserManagmentTab = memo((props) => {
             })
             .then((responseJson) => {
                 setUsers(responseJson);
+
+				if (responseJson.success !== false) {
+					for (var i = 0; i < responseJson.length; i++) {
+						const data = responseJson[i];
+						if (data?.login_type === "DELETED") {
+							//toast.info("Found lost/half-deleted users you can recover. Please contact support@shuffler.io to learn more.")
+							break
+						}
+					}
+				}
+
                 setShowLoader(false)
             })
             .catch((error) => {
@@ -364,13 +375,13 @@ const UserManagmentTab = memo((props) => {
             })
             .then((responseJson) => {
                 if (!responseJson.success && responseJson.reason !== undefined) {
-                    toast("Failed to deactivate user: " + responseJson.reason);
+                    toast.error("Failed to deactivate user: " + responseJson.reason);
                 } else if (responseJson.success === false) {
-                    toast(
+                    toast.error(
                         `Failed to deactivate user. Please contact ${supportEmail} if this persists.`,
                     );
                 } else {
-                    toast("Changed activation for user " + data.id);
+                    toast.success("Changed activation for user " + data.id);
                 }
             })
 
@@ -1529,6 +1540,7 @@ const UserManagmentTab = memo((props) => {
                                 <ListItemText
                                     primary={
                                         <Select
+											disabled={data?.login_type === "DELETED"}
                                             SelectDisplayProps={{
                                                 style: {
                                                     //   marginLeft: 10,
@@ -1611,7 +1623,30 @@ const UserManagmentTab = memo((props) => {
                                         data.login_type === undefined ||
                                             data?.login_type === null ||
                                             data?.login_type?.length === 0
-                                            ? "Normal"
+                                            ? 
+											"Normal" 
+											:
+											data?.login_type === "DELETED" ? 
+												<Chip
+												  style={{ 
+													  marginLeft: 0, 
+													  padding: 0, 
+													  marginRight: 0, 
+
+													  cursor: 'pointer',
+												  }}
+												  label={"Recover"}
+												  variant="outlined"
+												  onClick={(e) => {
+													e.preventDefault()
+													e.stopPropagation()
+
+													toast.warn("Re-adding the account to the org with 'user' role.") 
+    												inviteUser({
+														"Username": data.username,
+													})
+												  }}
+			  									/> 
                                             : data.login_type
                                     }
                                     style={{  display:'table-cell',verticalAlign: 'middle', padding: "8px",  }}
@@ -1647,6 +1682,7 @@ const UserManagmentTab = memo((props) => {
                                     ) : null}
                                 <ListItemText style={{ display:'table-cell',  textAlign: "left", verticalAlign: 'middle', padding: "8px",  }}>
                                     <IconButton
+										disabled={data?.login_type === "DELETED"}
                                         onClick={() => {
                                             setSelectedUserModalOpen(true);
                                             setSelectedUser(data);

frontend/src/components/WelcomeForm2.jsx

@@ -161,7 +161,7 @@ const WelcomeForm = (props) => {
   const [clickdiff, setclickdiff] = useState(0);
   const [mouseHoverIndex, setMouseHoverIndex] = useState(-1)
 
-  const isCloud = (window.location.host === "localhost:3002" || window.location.host === "shuffler.io") ? true : (process.env.IS_SSR === "true");
+  const isCloud = window.location.host === "localhost:3002" || window.location.host === "shuffler.io";
   //const alert = useAlert();
   let navigate = useNavigate();
 

frontend/src/components/WorkflowGrid.jsx

@@ -29,7 +29,7 @@ const searchClient = algoliasearch("JNSS5CFDZZ", "c8f882473ff42d41158430be09ec2b
 const AppGrid = props => {
 	const { maxRows, showName, showSuggestion, isMobile, globalUrl, parsedXs, alternativeView, onlyResults, inputsearch } = props
 
-    const isCloud = (window.location.host === "localhost:3002" || window.location.host === "shuffler.io") ? true : (process.env.IS_SSR === "true");
+    const isCloud = window.location.host === "localhost:3002" || window.location.host === "shuffler.io";
 	const rowHandler = maxRows === undefined || maxRows === null ? 50 : maxRows
 	const xs = parsedXs === undefined || parsedXs === null ? isMobile ? 6 : 4 : parsedXs
 	//const [apps, setApps] = React.useState([]);

frontend/src/components/WorkflowTemplatePopup.jsx

@@ -47,7 +47,7 @@ const WorkflowTemplatePopup = (props) => {
 
 	const [requestSent, setRequestSent] = React.useState(false)
   	
-	const isCloud = (window.location.host === "localhost:3002" || window.location.host === "shuffler.io") ? true : (process.env.IS_SSR === "true");
+	const isCloud = window.location.host === "localhost:3002" || window.location.host === "shuffler.io";
 	let navigate = useNavigate();
 	useEffect(() => {
 		if (modalOpen !== true) {

frontend/src/components/ssoTab.jsx

@@ -15,6 +15,7 @@ import theme from "../theme.jsx";
 import { toast } from "react-toastify";
 import { Context } from "../context/ContextApi.jsx";
 import { getTheme } from "../theme.jsx";
+import { red } from "../views/AngularWorkflow.jsx"
 
 const useStyles = makeStyles({
 	notchedOutline: {
@@ -25,6 +26,14 @@ const useStyles = makeStyles({
 
 const SSOTab = ({selectedOrganization, userdata, isEditOrgTab, globalUrl, handleEditOrg})=>{
 
+    // Check if user is admin
+    const isAdmin = userdata?.active_org?.role === "admin" || userdata?.support === true;
+    
+    // State for tracking user SSO connection status
+    const [users, setUsers] = React.useState([]);
+    const [userSSOConnected, setUserSSOConnected] = React.useState(false);
+    const [checkingSSOStatus, setCheckingSSOStatus] = React.useState(true);
+
     const classes = useStyles();
     const [show2faSetup, setShow2faSetup] = React.useState(false);
 	const [autoPrivision, setAutoProvision] = React.useState(selectedOrganization?.sso_config?.auto_provision)
@@ -97,6 +106,53 @@ const SSOTab = ({selectedOrganization, userdata, isEditOrgTab, globalUrl, handle
 	const { themeMode, supportEmail, brandColor } = useContext(Context);
 	const theme = getTheme(themeMode, brandColor);
 
+    // Function to fetch users and check current user's SSO status
+    const checkUserSSOStatus = () => {
+        setCheckingSSOStatus(true);
+        fetch(globalUrl + "/api/v1/getusers", {
+            method: "GET",
+            headers: {
+                "Content-Type": "application/json",
+                Accept: "application/json",
+            },
+            credentials: "include",
+        })
+            .then((response) => {
+                if (response.status !== 200) {
+                    return;
+                }
+                return response.json();
+            })
+            .then((responseJson) => {
+                if (responseJson && Array.isArray(responseJson)) {
+                    setUsers(responseJson);
+                    
+                    // Find current user and check if they have SSO info for this org
+                    const currentUser = responseJson.find(user => user.id === userdata?.id);
+                    if (currentUser && currentUser.sso_infos && Array.isArray(currentUser.sso_infos)) {
+                        const hasSSOForThisOrg = currentUser.sso_infos.some(ssoInfo => 
+                            ssoInfo.org_id === selectedOrganization?.id && ssoInfo.sub
+                        );
+                        setUserSSOConnected(hasSSOForThisOrg);
+                    } else {
+                        setUserSSOConnected(false);
+                    }
+                }
+                setCheckingSSOStatus(false);
+            })
+            .catch((error) => {
+                console.log("Error fetching users:", error);
+                setCheckingSSOStatus(false);
+            });
+    };
+
+    // Check SSO status on component mount and when organization changes
+    useEffect(() => {
+        if (userdata?.id && selectedOrganization?.id) {
+            checkUserSSOStatus();
+        }
+    }, [userdata?.id, selectedOrganization?.id]);
+
     useEffect(()=>{
         
 		if (openidClientSecret !== selectedOrganization?.sso_config?.client_secret) {
@@ -149,7 +205,7 @@ const SSOTab = ({selectedOrganization, userdata, isEditOrgTab, globalUrl, handle
 				disabled={
 					userdata === undefined ||
 					userdata === null ||
-					userdata.admin !== "true"
+					!isAdmin
 				}
 				onClick={() =>
 					handleEditOrg(
@@ -256,7 +312,7 @@ const SSOTab = ({selectedOrganization, userdata, isEditOrgTab, globalUrl, handle
 		const url = `${globalUrl}/api/v1/orgs/${selectedOrganization?.id}/change`;
 		const data = {
 			org_id: selectedOrganization?.id,
-			sso_test: true,
+			sso: true,
 		};
 		
 		fetch(url, {
@@ -309,6 +365,59 @@ const SSOTab = ({selectedOrganization, userdata, isEditOrgTab, globalUrl, handle
 			});
 	};
 
+	const HandleDisconnectSSO = () => {
+		const url = `${globalUrl}/api/v1/disconnect_sso`;
+		const data = {
+			org_id: selectedOrganization?.id,
+		};
+		
+		fetch(url, {
+			mode: "cors",
+			credentials: "include",
+			crossDomain: true,
+			method: "POST",
+			body: JSON.stringify(data),
+			withCredentials: true,
+			headers: {
+				"Content-Type": "application/json; charset=utf-8",
+			},
+		})
+			.then((response) => {
+				if (response.status !== 200) {
+					toast.error(
+						`Failed to disconnect SSO. Please try again later or contact ${supportEmail} if issue persists.`,
+						{ duration: 3000 }
+					);
+					return null;
+				}
+				return response.json();
+			})
+			.then((responseJson) => {
+				if (!responseJson) return;
+	
+				if (responseJson.success === true) {
+					toast.success(
+						"Successfully disconnected from SSO.",
+						{ duration: 3000 }
+					);
+					// Refresh the SSO status after disconnecting
+					checkUserSSOStatus();
+				} else {
+					toast.error(
+						responseJson.reason || "Failed to disconnect SSO.",
+						{ duration: 3000 }
+					);
+				}
+			})
+			.catch((error) => {
+				console.error("Error disconnecting SSO:", error);
+				toast.error(
+					"An error occurred while disconnecting SSO. Please try again.",
+					{ duration: 3000 }
+				);
+			});
+	};
+
     return (
         <div style={{ width: "100%", height: "100%",boxSizing: 'border-box', padding: "27px 10px 19px 27px",  backgroundColor: theme.palette.platformColor , borderRadius: '16px',  }}>
 			<div style={{ height: "100%", width: "100%", overflowX: 'hidden', scrollbarColor: theme.palette.scrollbarColorTransparent, scrollbarWidth: 'thin'}} >
@@ -316,6 +425,81 @@ const SSOTab = ({selectedOrganization, userdata, isEditOrgTab, globalUrl, handle
 			 <Typography variant="h5" style={{ width: "100%",  fontWeight: 500, fontSize: 24}}>
 					SSO Configuration
 				</Typography>
+				
+				{/* SSO Connection section - moved to top */}
+				<div
+					style={{
+						display: "flex",
+						flexDirection: "column",
+						marginTop: 20,
+						width: "100%",
+						paddingBottom: 10,
+					}}
+					>
+					<Typography variant="body2" color="textSecondary" style={{ margin: "5px 0px 5px 0px", fontSize: 16, fontFamily: "var(--zds-typography-base,Inter,Helvetica,arial,sans-serif)" }}>
+						{checkingSSOStatus 
+							? "Checking your SSO connection status..." 
+							: userSSOConnected 
+								? "Your account is connected with this org's SSO!" 
+								: "Connect your account with this org's SSO!"
+						}
+					</Typography>
+					<Tooltip
+						title={
+						checkingSSOStatus
+							? "Checking SSO connection status..."
+							: userSSOConnected
+								? "Your account is already connected to SSO"
+								: !(
+									ssoEntrypoint?.length > 0 ||
+									ssoCertificate?.length > 0 ||
+									openidAuthorization?.length > 0 ||
+									openidClientId?.length > 0
+								)
+								? "SSO must be configured for this organization before you can connect."
+								: ""
+						}
+					>
+						<div style={{ display: 'flex', gap: '10px', alignItems: 'center' }}>
+							<span style={{ width: 150 }}>
+							<Button
+								variant={userSSOConnected ? "contained" : "outlined"}
+								color={userSSOConnected ? "success" : "primary"}
+								style={{ width: 150, textTransform: "none", margin: "10px 10px 10px 0px", whiteSpace: "nowrap" }}
+								disabled={
+								checkingSSOStatus ||
+								userSSOConnected ||
+								!(
+									ssoEntrypoint?.length > 0 ||
+									ssoCertificate?.length > 0 ||
+									openidAuthorization?.length > 0 ||
+									openidClientId?.length > 0
+								)
+								}
+								onClick={HandleTestSSO}
+							>
+								{checkingSSOStatus ? "Checking..." : userSSOConnected ? "Connected" : "Connect with SSO"}
+							</Button>
+							</span>
+							
+							{userSSOConnected && (
+								<Tooltip title="Disconnect your account from SSO">
+									<span style={{ width: 120 }}>
+									<Button
+										variant="outlined"
+										color="error"
+										style={{ width: 120, textTransform: "none", margin: "10px 0px 10px 0px", whiteSpace: "nowrap" }}
+										onClick={HandleDisconnectSSO}
+									>
+										Disconnect
+									</Button>
+									</span>
+								</Tooltip>
+							)}
+						</div>
+					</Tooltip>
+					</div>
+				
 				<div
 					style={{
 						display: "flex",
@@ -339,6 +523,7 @@ const SSOTab = ({selectedOrganization, userdata, isEditOrgTab, globalUrl, handle
                         sx={{marginBottom: 0.6, marginTop: 0.6}}
 						name="onOffSwitch"
 						color="primary"
+						disabled={!isAdmin}
 						title="Make SAML SSO or OpenID Authentication Required or Optional for Your Organization"
 						/>
 						{SSORequired ? "Required" : "Optional"}
@@ -369,7 +554,6 @@ const SSOTab = ({selectedOrganization, userdata, isEditOrgTab, globalUrl, handle
                         sx={{marginBottom: 0.6, marginTop: 0.6}}
 						name="onOffSwitch"
 						color="primary"
-						title="Disable auto-provisioning of users in SSO"
 						/>
 					</div>
 					
@@ -399,6 +583,7 @@ const SSOTab = ({selectedOrganization, userdata, isEditOrgTab, globalUrl, handle
                         sx={{marginBottom: 0.6, marginTop: 0.6}}
 						name="onOffSwitch"
 						color="primary"
+						disabled={!isAdmin}
 						title="Disable auto-provisioning of users in SSO"
 						/>
 					</div>
@@ -428,58 +613,12 @@ const SSOTab = ({selectedOrganization, userdata, isEditOrgTab, globalUrl, handle
                         sx={{marginBottom: 0.6, marginTop: 0.6}}
 						name="onOffSwitch"
 						color="primary"
+						disabled={!isAdmin}
 						title="Disable auto-provisioning of users in SSO"
 						/>
 					</div> 
 				</div>
 				}
-
-					<div
-					style={{
-						display: "flex",
-						flexDirection: "column",
-						marginTop: 30,
-						width: "100%",
-						paddingBottom: 10,
-					}}
-					>
-					<Typography variant="body2" color="textSecondary" style={{ margin: "5px 0px 5px 0px", fontSize: 16, fontFamily: "var(--zds-typography-base,Inter,Helvetica,arial,sans-serif)" }}>
-						You can test your SSO configuration by clicking the button below.
-						Before testing, ensure you have set Open ID Connect or SAML SSO
-						credentials.
-					</Typography>
-					<Tooltip
-						title={
-						!(
-							ssoEntrypoint?.length > 0 ||
-							ssoCertificate?.length > 0 ||
-							openidAuthorization?.length > 0 ||
-							openidClientId?.length > 0
-						)
-							? "Please ensure all SSO credentials are set before testing."
-							: ""
-						}
-					>
-						<span style={{ width: 100 }}>
-						<Button
-							variant="outlined"
-							color="primary"
-							style={{ width: 100, textTransform: "none", margin: "10px 10px 10px 0px", whiteSpace: "nowrap" }}
-							disabled={
-							!(
-								ssoEntrypoint?.length > 0 ||
-								ssoCertificate?.length > 0 ||
-								openidAuthorization?.length > 0 ||
-								openidClientId?.length > 0
-							)
-							}
-							onClick={HandleTestSSO}
-						>
-							Test SSO
-						</Button>
-						</span>
-					</Tooltip>
-					</div>
 				<Grid item xs={12} sx={{marginTop: 2}}>
 					<span style={{ display: "flex", flexDirection: "column" }}>
 						<Typography variant="h5" color="textPrimary" style={{ textAlign: "left", fontFamily: "var(--zds-typography-base,Inter,Helvetica,arial,sans-serif)", fontSize: 24, fontWeight: 500, }}>OpenID connect</Typography>
@@ -514,6 +653,7 @@ const SSOTab = ({selectedOrganization, userdata, isEditOrgTab, globalUrl, handle
 								onChange={(e) => setShowOpenIdCred(e.target.checked)}
 								name="showOpenIdCred"
 								color="primary"
+								disabled={!isAdmin}
 							/>
 							</div>
 					<Grid container style={{ marginTop: 8, }} spacing={2}>
@@ -536,6 +676,7 @@ const SSOTab = ({selectedOrganization, userdata, isEditOrgTab, globalUrl, handle
 									variant="outlined"
 									placeholder="The OpenID client ID from the identity provider"
 									value={showOpenIdCred ? openidClientId : openidClientId?.length > 0 ? "•".repeat(50) : ""}
+									disabled={!isAdmin}
 										onChange={(e) => setOpenidClientId(e.target.value)}
 										onFocus={(e) => setShowOpenIdCred(true)}
 										onBlur={(e) => setShowOpenIdCred(false)}
@@ -574,6 +715,7 @@ const SSOTab = ({selectedOrganization, userdata, isEditOrgTab, globalUrl, handle
 									variant="outlined"
 									placeholder="The OpenID client secret - DONT use this if dealing with implicit auth / PKCE"
 									value={showOpenIdCred ? openidClientSecret : openidClientSecret?.length > 0 ? "•".repeat(50) : ""}
+									disabled={!isAdmin}
 									onChange={(e) => {
 										setOpenidClientSecret(e.target.value);
 										}}
@@ -616,6 +758,7 @@ const SSOTab = ({selectedOrganization, userdata, isEditOrgTab, globalUrl, handle
 									rows={2}
 									placeholder="The OpenID authorization URL (usually ends with /authorize)"
 									value={showOpenIdCred ? openidAuthorization : openidAuthorization?.length > 0 ? "•".repeat(50) : ""}
+									disabled={!isAdmin}
 									onChange={(e) => {
 										setOpenidAuthorization(e.target.value)
 										}}
@@ -656,6 +799,7 @@ const SSOTab = ({selectedOrganization, userdata, isEditOrgTab, globalUrl, handle
 									rows={2}
 									placeholder="The OpenID token URL (usually ends with /token)"
 									value={showOpenIdCred ? openidToken : openidToken?.length > 0 ? "•".repeat(50) : ""}
+									disabled={!isAdmin}
 									onChange={(e) => {
 										setOpenidToken(e.target.value)
 										}}
@@ -682,8 +826,8 @@ const SSOTab = ({selectedOrganization, userdata, isEditOrgTab, globalUrl, handle
 				{/*isCloud ? null : */}
 				<Grid item xs={12} sx={{ marginTop: 3.5 }} >
 					<Typography variant="h5" color="textPrimary" style={{ textAlign: "left", fontFamily: "var(--zds-typography-base,Inter,Helvetica,arial,sans-serif)", fontSize: 24, fontWeight: 500, }}>SAML SSO (v1.1)</Typography>
-					<Typography variant="body2" color="textSecondary"  style={{  textAlign: "left", marginTop: 8, fontFamily: "var(--zds-typography-base,Inter,Helvetica,arial,sans-serif)", fontSize: 16, fontWeight: 400, }}>
-						IdP URL for Shuffle SAML/SSO: <Link to={`${globalUrl}/api/v1/login_sso`} target="_blank" style={{ color: theme.palette.text.secondary, textDecoration: "none" }}>{`${globalUrl}/api/v1/login_sso`}</Link>
+						<Typography variant="body2" color="textSecondary" style={{ textAlign: "left", marginTop: 4, fontFamily: "var(--zds-typography-base,Inter,Helvetica,arial,sans-serif)", fontSize: 16, fontWeight: 400, fontStyle: "italic", color: red }}>
+							Note: Support for SAML SSO was deprecated due to potential security issues. Please consider migrating to OpenID Connect for better compatibility and features.
 						</Typography>
 						<div style={{ display: 'flex', marginTop: 10, }}>
 							<Typography
@@ -702,6 +846,7 @@ const SSOTab = ({selectedOrganization, userdata, isEditOrgTab, globalUrl, handle
 								onChange={(e) => setShowSamlCred(e.target.checked)}
 								name="showSamlCred"
 								color="primary"
+								disabled={!isAdmin}
 							/>
 						</div>
 					<Grid container style={{ marginTop: 10, }} spacing={2}>
@@ -725,6 +870,7 @@ const SSOTab = ({selectedOrganization, userdata, isEditOrgTab, globalUrl, handle
 									variant="outlined"
 									placeholder="The entrypoint URL from your provider"
 									value={showSamlCred ? ssoEntrypoint : ssoEntrypoint?.length > 0 ? "•".repeat(50) : ""}
+									disabled={!isAdmin}
 									onChange={(e) => {
 										setSsoEntrypoint(e.target.value);
 										}}
@@ -765,6 +911,7 @@ const SSOTab = ({selectedOrganization, userdata, isEditOrgTab, globalUrl, handle
 									rows={2}
 									placeholder="The X509 certificate to use"
 										value={showSamlCred ? ssoCertificate : ssoCertificate?.length > 0 ? "•".repeat(50) : ""}
+										disabled={!isAdmin}
 										onFocus={(e) => setShowSamlCred(true)}
 										onBlur={(e) => setShowSamlCred(false)}
 									onChange={(e) => {

frontend/src/defaultCytoscapeStyle.jsx

@@ -1,4 +1,6 @@
-export default function defaultCytoscapeStyle(theme) {
+import { red, } from "./views/AngularWorkflow.jsx"
+
+export default function defaultCytoscapeStyle(theme, apps) {
   return [
     {
       selector: "node",
@@ -575,7 +577,14 @@ export default function defaultCytoscapeStyle(theme) {
         height: "data(height)",
         padding: "0px",
         margin: "0px",
-        "background-color": "data(iconBackground)",
+        "background-color": function(element) {
+			const value = element.data()
+			if (value?.backgroundcolor === null || value?.backgroundcolor === undefined) {
+				return "#888888"
+			}
+
+			return element.data("backgroundcolor")
+		},
         "background-fill": "data(fillstyle)",
         "background-gradient-direction": "to-right",
         "background-gradient-stop-colors": "data(fillGradient)",
@@ -605,6 +614,48 @@ export default function defaultCytoscapeStyle(theme) {
       "background-color": "#f85a3e",
       },
     },
+    {
+      selector: `node[large_image="/images/singul_green.png"]`,
+      css: {
+		  "background-image": function(element) {
+			const nodeData = element.data()
+			if (apps === null || apps === undefined) {
+				return nodeData?.large_image
+			}
+
+			const params = nodeData["parameters"]
+			if (params === null || params === undefined) {
+				return nodeData?.large_image
+			}
+
+			var foundappname = ""
+			for (var key in params) {
+				const param = params[key]
+				if (param.name === "app_name") {
+					foundappname = param?.value.toLowerCase().replaceAll(" ", "_")
+					break
+				}
+			}
+
+			if (foundappname == "") {
+				return nodeData?.large_image
+			}
+
+			for (var key in apps) {
+				const app = apps[key]
+				const newappname = app.name.toLowerCase().replaceAll(" ", "_")
+				if (newappname == foundappname) {
+					if (app.large_image !== null && app.large_image !== undefined && app.large_image != "") {
+						element.data("large_image", app.large_image)
+						return app.large_image
+					}
+				}
+			}
+
+			return nodeData?.large_image
+		  },
+      },
+    },
     {
       selector: `node[name="switch"]`,
       css: {

frontend/src/views/AgentUI.jsx

@@ -24,6 +24,9 @@ import {
 	TextField,
 	Popover,
 	Divider,
+
+	AvatarGroup,
+	Avatar,
 } from '@mui/material'
 
 import {
@@ -40,6 +43,7 @@ import {
 	Refresh as RefreshIcon,
 	Add as AddIcon,
 	Warning as WarningIcon,
+	Pause as PauseIcon,
 } from '@mui/icons-material'
 
 import { 
@@ -68,6 +72,27 @@ const AgentUI = (props) => {
 	const [appPickerAnchor, setAppPickerAnchor] = React.useState(null)
 	const [chosenApps, setChosenApps] = useState([])
 
+	const activateApp = (appId) => {
+		if (appId === undefined || appId === null || appId === "") {
+			return
+		}
+
+		const url = `${globalUrl}/api/v1/apps/${appId}/activate`
+		fetch(url, {
+			method: "GET",
+			credentials: "include",
+		})
+		.then((response) => {
+			return response.json()
+		})
+		.then((responseJson) => {
+			if (responseJson.success !== false) {
+				getApps()
+			} else {
+				toast.warn("Failed to activate app: " + responseJson.reason)
+			}
+		})
+	}
 
 	useEffect(() => {
 		if (newSelectedApp.objectID === undefined || newSelectedApp.objectID === null || newSelectedApp.objectID === "") {
@@ -83,9 +108,76 @@ const AgentUI = (props) => {
 				id: newSelectedApp.objectID,
 				image: newSelectedApp.image_url,
 			}]))
+
+			var found = false
+			if (apps?.length > 0) {
+				for (var key in apps) {
+					const app = apps[key]
+					if (app?.id !== newSelectedApp?.objectID) {
+						continue
+					}
+
+					found = true
+					break
+				}
+			}
+
+			if (!found) { 
+				activateApp(newSelectedApp.objectID)
+			}
 		}
 	}, [newSelectedApp])
 
+	useEffect(() => {
+		if (chosenApps?.length > 0) {
+			return
+		}
+
+		if (apps?.length === 0) {
+			console.log("No apps loaded yet")
+			return
+		}
+
+		if (data === undefined || data === null) {
+			return
+		}
+
+		if (data?.allowed_actions === undefined || data?.allowed_actions === null) {
+			return
+		}
+
+		console.log("HERE!")
+		console.log("Data, apps: ", data, apps)
+
+		var newChosenApps = []
+		for (var key in data?.allowed_actions) {
+			const allowedAction = data?.allowed_actions[key]
+			if (!allowedAction?.startsWith("app:")) {
+				newChosenApps.push({
+					"name": allowedAction,
+					"large_image": "",
+				})
+
+				continue
+			}
+
+			const appId = allowedAction.split(":")[1]
+			for (var appKey in apps) {
+				const app = apps[appKey]
+				if (app.id !== appId) {
+					continue
+				}
+
+				newChosenApps.push(app)
+				break
+			}
+		}
+
+		if (newChosenApps.length > 0) {
+			setChosenApps(newChosenApps)
+		}
+	}, [data])
+
     const {themeMode} = useContext(Context)
   	const theme = getTheme(themeMode)
     const navigate = useNavigate();
@@ -95,12 +187,13 @@ const AgentUI = (props) => {
 	}
 
 	const agentWrapperStyle = {
-		width: 1000,
-		height: 1000, 
+		width: "100%",
+		maxHeight: "100vh",
 		margin: "auto",
-		paddingTop: 100, 
-		paddingBottom: 1000, 
 		backgroundColor: theme.palette.backgroundColor,
+
+		paddingBottom: showAgentStarter ? 0 : 1500, 
+
 	}
 
 	if (data.input === undefined || data.input === null) {
@@ -412,9 +505,7 @@ const AgentUI = (props) => {
 		} else {
 			for (var key in questionAnswers) {
 				const answer = questionAnswers[key]
-				if (isContinuation === true) {
-					newArgument["question_"+(answer.index)] = answer.value
-				}
+				newArgument["question_"+(answer.index)] = answer.value
 			}
 		}
 
@@ -678,8 +769,8 @@ const AgentUI = (props) => {
 			</Tooltip>
 
 								
-		const rerunButton = 
-			<Tooltip title="Rerun FROM this decision. This can be used if an agent decision action somehow stopped and didn't get a result. Clears out all decisions AFTER this one." placement="right">
+		const rerunButton = item?.type === "processing" ? null : 
+			<Tooltip title={item?.type === "decision" ? "Rerun FROM this decision. This can be used if an agent decision action somehow stopped and didn't get a result. Clears out all decisions AFTER this one." : ""} placement="right">
 				<span>
 					<IconButton
 						disabled={item.type !== "decision" || disableButtons}
@@ -698,6 +789,11 @@ const AgentUI = (props) => {
 				</span>
 			</Tooltip>	
 
+		var itemLabel = item?.label?.replaceAll("_", " ") || ""
+		if (item?.details?.reason !== undefined && item?.details?.reason !== null && item?.details?.reason !== "") {
+			itemLabel = item?.details?.reason
+		}
+
 		return (
 			<div 
 				style={{
@@ -778,10 +874,22 @@ const AgentUI = (props) => {
 						paddingTop: defaultTopPadding, 
 						paddingBottom: defaultTopPadding,
 					}}>
-						{item.label}
+						{itemLabel}
 					</div>
 
-					<Tooltip title={`Time taken: ${currentDuration} seconds. Started: ${new Date(itemStartTime * 1000).toLocaleString()}\nFinished: ${new Date(itemEndTime * 1000).toLocaleString()}`} placement="right">
+					<Tooltip title={`Time taken: ${currentDuration} seconds. Started: ${new Date(itemStartTime * 1000).toLocaleString()}\nFinished: ${new Date(itemEndTime * 1000).toLocaleString()}`} placement="right"
+					  PopperProps={{
+						modifiers: [
+						  {
+							name: 'offset',
+							options: {
+							  offset: [0, 130],   // [skid, distance]
+							},
+						  },
+						],
+					  }}
+					  style={theme.palette.tooltip}
+					>
 						<div style={{
 							minWidth: maxTimelineWidth, 
 							maxWidth: maxTimelineWidth, 
@@ -874,7 +982,7 @@ const AgentUI = (props) => {
 							item?.type === "decision" ?
 								<div style={{display: "flex", }}>
 									{rerunButton}
-									<Tooltip title="Explore/debug execution" placement="left">
+									<Tooltip title="Explore/debug app run" placement="left">
 										<span>
 											<IconButton
 												disabled={item?.details?.run_details?.debug_url === undefined || item?.details?.run_details?.debug_url === null || item?.details?.run_details?.debug_url === ""}
@@ -895,21 +1003,24 @@ const AgentUI = (props) => {
 							:
 								rerunButton
 						}
-						<Tooltip title="Explore results" placement="right">
-							<span>
-								<IconButton
-									disabled={item.details === undefined || item.details === null || item.details === ""}
-									style={{marginLeft: 10, }}
-								>
-									{open ? 
-										<ExpandLessIcon />
-										: 
-										<ExpandMoreIcon />
-									}
 
-								</IconButton>
-							</span>
-						</Tooltip>
+						{item?.type === "processing" ? null : 
+							<Tooltip title="Explore results" placement="right">
+								<span>
+									<IconButton
+										disabled={item.details === undefined || item.details === null || item.details === ""}
+										style={{marginLeft: 10, }}
+									>
+										{open ? 
+											<ExpandLessIcon />
+											: 
+											<ExpandMoreIcon />
+										}
+
+									</IconButton>
+								</span>
+							</Tooltip>
+						}
 					</div>
 				</div>
 					
@@ -976,13 +1087,17 @@ const AgentUI = (props) => {
 						<Button
 							variant="contained"
 							style={{marginTop: 16, }}
-							disabled={questionSubmitDisabled}
+							disabled={questionSubmitDisabled || agentRequestLoading}
 							onClick={() => {
 								submitQuestions(item?.details?.run_details?.id, questionAnswers)
 
 							}}
 						>
-							Submit 
+							{agentRequestLoading ? 
+								<CircularProgress size={20} style={{marginRight: 10, }} /> 
+									: 
+								"Submit"
+							}
 						</Button>
 					</div>
 				: null}
@@ -1078,6 +1193,7 @@ const AgentUI = (props) => {
 		}
 
 		var finishDecisionId = ""
+		var finishAnswer = ""
 		var sortedTimelineItems = []
 		for (var key in agent_data?.decisions) {
 			const item = agent_data.decisions[key]
@@ -1105,17 +1221,71 @@ const AgentUI = (props) => {
 
 			if (item?.details?.action === "finish" || item.action === "finish" || item.category == "finish" || item?.details?.action == "finalise") {
 				finishDecisionId = item?.run_details?.id
-			}
 
+				finishAnswer = item?.reason || ""
+				if (item?.fields !== undefined && item?.fields !== null) {
+					// Just choosing the first one
+					for (var fieldKey in item?.fields) {
+						const field = item?.fields[fieldKey]
+						finishAnswer = field?.value || finishAnswer
+						break
+					}
+				}
+			}
 		}
 
-		timelineItems.sort((a, b) => {
-			if (a.start_time < b.start_time) {
-				return 1;
+		// Fill blank space between items in timeline by adding "empty" decisions:
+		// 1. Sort
+		// 2. Fill blank space
+		// 3. Sort again
+		timelineItems.sort((a, b) => a.start_time - b.start_time)
+		for (var i = 0; i < timelineItems.length - 1; i++) {
+			if (timelineItems?.length <= 2) {
+				break
 			}
 
-			return 0;
-		})
+			if (i === timelineItems.length - 1) {
+				break
+			}
+
+			const currentItem = timelineItems[i]
+			if (currentItem?.type === "processing") {
+				continue
+			}
+
+			const nextItem = timelineItems[i + 1]
+			if (nextItem?.type === "processing") {
+				continue
+			}
+
+			if (nextItem.start_time - currentItem.end_time > 1) {
+				timelineItems?.push({
+					label: "",
+					type: "processing",
+					category: "processing",
+					status: "FINISHED",
+					start_time: currentItem.end_time,
+					end_time: nextItem.start_time,
+				})
+			}
+		}
+		timelineItems.sort((a, b) => a.start_time - b.start_time)
+
+		const handleKeyDownCont = (e) => {
+			if (finishDecisionId === "") {
+				return
+			}
+
+			const isCmdEnter = e.metaKey && e.key === "Enter"; // macOS
+			const isCtrlEnter = e.ctrlKey && e.key === "Enter"; // Windows/Linux
+			if (isCmdEnter || isCtrlEnter) {
+				e.preventDefault()
+
+				submitQuestions(finishDecisionId, {
+					"continue": continuationText,
+				}, true)
+			}
+		}
 
 		return (
 			<div style={{marginTop: 20, }}>
@@ -1151,6 +1321,7 @@ const AgentUI = (props) => {
 					<Box 
 						component="form" 
 						style={{width: "100%", textAlign: "center",}}
+						onKeyDown={handleKeyDownCont}
 						onSubmit={(e) => {
 							e.preventDefault();
 
@@ -1161,15 +1332,35 @@ const AgentUI = (props) => {
 							}, true)
 						}}
 					>
-						<div style={{display: "flex", maxWidth: 550, minWidth: 550, margin: "auto", marginTop: 50, }}>
+						{finishAnswer !== "" ?
+							<div style={{marginTop: 50, textAlign: "left", }}>
+								<Markdown
+									components={markdownComponents}
+									id="markdown_wrapper"
+									className={"style.reactMarkdown"}
+									escapeHtml={false}
+									skipHtml={false}
+									remarkPlugins={[remarkGfm]}
+									style={{
+										maxWidth: "100%", 
+										minWidth: "100%",
+									}}
+								>
+									{finishAnswer}
+								</Markdown>
+							</div>
+						: null}
+
+						<div style={{display: "flex", maxWidth: 600, minWidth: 600, margin: "auto", marginTop: 50, }}>
 							<div>
 								<TextField
-									label="Add more details to the current task"
+									label="Add more details to continue the current task"
 									variant="outlined"
 									disabled={agentRequestLoading}
-									style={{width: 400, margin: "auto", }}
+									style={{width: 450, margin: "auto", }}
 									multiline
-									minRows={1}
+									minRows={2}
+									value={continuationText}
 									onChange={(e) => {
 										console.log("Value: ", e.target.value)
 										//setActionInput(e.target.value)
@@ -1195,7 +1386,7 @@ const AgentUI = (props) => {
 									}}
 								/>
 								<Typography variant="body2" color="textSecondary" style={{marginTop: 10, }}>
-									Any failed tasks will be set to ignored (TBD). <a href="/docs/AI#agent-continuations" target="_blank" rel="noreferrer" style={{color: theme.palette.main, textDecoration: "none", }}>Learn more</a>
+									Any failed tasks will be set to ignored. <a href="/docs/AI#agent-continuations" target="_blank" rel="noreferrer" style={{color: theme.palette.main, textDecoration: "none", }}>Learn more</a>
 								</Typography>
 							</div>
 							<Typography color="textSecondary" variant="body1" style={{marginTop: 25, marginLeft: 20, }}>
@@ -1242,7 +1433,7 @@ const AgentUI = (props) => {
 		// 1. Run the execution. Can this be a single-action run?
 		// 2. Get the execution ID and node ID from the response.
 		const uuid = uuidv4()
-		var parsedAction = "list_tickets,API" // Default action for now
+		var parsedAction = "API" // Default action for now
 		if (chosenApps.length > 0) {
 			parsedAction = "" 
 			for (var appKey in chosenApps) {
@@ -1319,155 +1510,253 @@ const AgentUI = (props) => {
 		cursor: "pointer",
 	}
 
+
+	const typeButtonGroup = 
+		<ButtonGroup style={{}}>
+			<Button 
+				variant={showAgentStarter ? "contained" : "outlined"}
+				color="secondary" 
+				onClick={() => {
+					if (actionInput === "" || actionInput === undefined || actionInput === null) {
+						setActionInput(data?.original_input || "")
+					}
+
+					//setChosenApps(chosenApps.concat([{
+
+					setTimeout(() => {
+						setShowAgentStarter(true)
+					}, 200)
+				}}
+			>
+				Restart
+			</Button>
+			<Button 
+				variant={buttonState === "default" ? "contained" : "outlined"}
+				color="secondary" 
+				disabled
+				onClick={() => {
+					setButtonState("default");
+					setShowAgentStarter(false)
+				}}
+			>
+				Default
+			</Button>
+			<Button 
+				variant={buttonState === "timeline" ? "contained" : "outlined"}
+				color="secondary" 
+				onClick={() => {
+					setButtonState("timeline");
+					setShowAgentStarter(false)
+				}}
+			>
+				Timeline	
+			</Button>
+		</ButtonGroup>
+
 	return (
-		<div style={agentWrapperStyle}>
-			<TextField
-			  id="copy_element_shuffle"
-			  style={{ display: "none" }}
-			/>
-
-			{showAgentStarter ? 
-				<Box 
-					component="form" 
-					style={{textAlign: "center", }} 
-					onKeyDown={handleKeyDownRoot}
-					onSubmit={(e) => {
-						e.preventDefault();
-						submitInput(actionInput);
-					}}
-				>
-					<img src="/images/logos/agent.svg" style={{
-						width: 200, 
-						height: 200, 
-						borderRadius: theme.palette.borderRadius,
-					}} />
-
-					<div />
-
-					<Typography variant="h5" style={{marginTop: 30, }}>
-						Shuffle AI Agents 
-					</Typography>
+		<div>
+			<div style={{height: showAgentStarter ? "25vh" : "5vh", }}>
+			</div>
+			<div style={agentWrapperStyle}>
+				<div style={{
+					minWidth: 1000, maxWidth: 1000, margin: "auto", 
+				}}>
 					<TextField
-						label="What do you want to do?"
-						variant="outlined"
-						disabled={agentRequestLoading}
-						style={{width: 450, marginRight: 20, marginTop: 30, }}
-						multiline
-						minRows={1}
-						defaultValue={actionInput || ""}
-						onChange={(e) => {
-							setActionInput(e.target.value)
-						}}
-						InputProps={{
-							endAdornment: (
-								agentRequestLoading ?
-									<CircularProgress size={24} style={{marginRight: 10, }} />
-								: 
-								<Tooltip title="This is the input for the AI Agent. It can be any valid JSON.">
-									<IconButton type="submit"> 
-										<SendIcon 
-											color="primary"
-										/>
-									</IconButton>
-								</Tooltip>
-							),
-						}}
+					  id="copy_element_shuffle"
+					  style={{ display: "none" }}
 					/>
 
-					<div style={{display: "flex", margin: "auto", paddingTop: 10, minWidth: 300, maxWidth: 300, justifyContent: "center", overflowWrap: "wrap", }}>
-						<div>
-							<Chip 
-								id="add_app_chip"
-								icon={<AddIcon />} label="Select Apps"  
-								style={chipStyle}
-								onClick={() => {
-									setAppPickerAnchor(document.getElementById("add_app_chip"))
+					{showAgentStarter ? 
+						<Box 
+							component="form" 
+							style={{textAlign: "center", }} 
+							onKeyDown={handleKeyDownRoot}
+							onSubmit={(e) => {
+								e.preventDefault();
+								submitInput(actionInput);
+							}}
+						>
+							{/*
+							<img src="/images/logos/agent.svg" style={{
+								width: 200, 
+								height: 200, 
+								borderRadius: theme.palette.borderRadius,
+							}} />
+							*/}
+
+							<div />
+
+							<Typography variant="h2" style={{marginTop: 30, }}>
+								What do you want to do?
+							</Typography>
+							<TextField
+								label="Get my emails for today and summarise them"
+								variant="outlined"
+								disabled={agentRequestLoading}
+								style={{width: 500, marginTop: 30, }}
+								multiline
+								minRows={1}
+								defaultValue={actionInput || ""}
+								onChange={(e) => {
+									setActionInput(e.target.value)
+								}}
+								InputProps={{
+									endAdornment: (
+										agentRequestLoading ?
+											<CircularProgress size={24} style={{marginRight: 10, }} />
+										: 
+										<Tooltip title="This is the input for the AI Agent. It can be any valid JSON.">
+											<IconButton type="submit"> 
+												<SendIcon 
+													color="primary"
+												/>
+											</IconButton>
+										</Tooltip>
+									),
 								}}
 							/>
-							<Popover
-								open={appPickerAnchor !== null}
-								anchorEl={appPickerAnchor}
-								onClose={() => {
-									setAppPickerAnchor(null)
-								}}
-								anchorOrigin={{
-									vertical: 'bottom',
-									horizontal: 'left',
-								}}
-							>
-									<AppSearch
-										userdata={userdata}
-										defaultSearch={""}
-										newSelectedApp={newSelectedApp}
-										setNewSelectedApp={setNewSelectedApp}
-										inputHeight={200}
+
+							<div style={{display: "flex", margin: "auto", paddingTop: 30, minWidth: 300, maxWidth: 300, justifyContent: "center", overflowWrap: "wrap", }}>
+								<div>
+									<Chip 
+										id="add_app_chip"
+										icon={<AddIcon />} label="Select Apps / MCPs"  
+										style={chipStyle}
+										onClick={() => {
+											setAppPickerAnchor(document.getElementById("add_app_chip"))
+										}}
 									/>
-							</Popover>
+									<Popover
+										open={appPickerAnchor !== null}
+										anchorEl={appPickerAnchor}
+										onClose={() => {
+											setAppPickerAnchor(null)
+										}}
+										anchorOrigin={{
+											vertical: 'bottom',
+											horizontal: 'left',
+										}}
+									>
+											<AppSearch
+												userdata={userdata}
+												defaultSearch={""}
+												newSelectedApp={newSelectedApp}
+												setNewSelectedApp={setNewSelectedApp}
+												inputHeight={200}
+											/>
+									</Popover>
+								</div>
+								
+								{chosenApps.map((app, index) => {
+									const chosenName = (app?.name?.charAt(0).toUpperCase() + app?.name?.slice(1))?.replaceAll("_", " ").replaceAll("-", " ")
+									const chosenImagePath = app?.image
+									const chosenImage = <img src={chosenImagePath} style={{width: 24, height: 24, borderRadius: 20, marginRight: 1, }} />
+
+									return ( 
+										<Chip icon={chosenImage} label={chosenName} variant="outlined" 
+											style={chipStyle}
+											onDelete={() => {
+												const newChosenApps = chosenApps.filter((a, i) => i !== index)
+												setChosenApps(newChosenApps)
+											}}
+										/>
+									)
+								})}
+							</div>
+
+							<div style={{marginTop: 20, }}>
+								{execution === undefined || execution === null || execution?.execution_id === undefined || execution?.execution_id === null ? null : typeButtonGroup} 
+							</div>
+
+							{/*
+							<div style={{
+								height: 300, 
+								width: "100%", 
+
+								background: showAgentStarter ? `linear-gradient(to bottom, ${theme.palette.backgroundColor}, #C9591D)` : "inherit",
+								backgroundSize: "100% 100%", 
+								backgroundRepeat: "no-repeat",
+								backgroundPosition: "0px 100px",
+							}} />
+							*/}
+						</Box>
+						: 
+						<div>
+							<div style={{display: "flex", }}>
+								<div style={{flex: 2, }}>
+									{typeButtonGroup}
+
+									<ButtonGroup style={{marginLeft: 25, }}>
+										<Tooltip title="Reload the agent data" placement="top">
+											<span>
+												<Button 
+													disabled={execution === null || Object.keys(execution).length === 0} 
+													style={{}}
+													variant={"outlined"}
+													color="secondary"
+													onClick={() => {
+														GetExecution(execution?.execution_id, agentActionResult?.action?.id, execution?.authorization) 
+													}}
+												>
+													<RefreshIcon />
+												</Button>
+											</span>
+										</Tooltip>
+
+										{execution?.status === "EXECUTING" ? 
+											<Tooltip title="Stop the agent" placement="top">
+												<span>
+													<Button 
+														disabled={execution === null || true}
+														style={{}}
+														variant={"outlined"}
+														color="secondary"
+														onClick={() => {
+															toast.warn("Not implemented. Should run abort.")
+														}}
+													>
+														<PauseIcon />
+													</Button>
+												</span>
+											</Tooltip>
+										: null}
+									</ButtonGroup>
+								</div>
+
+								<div style={{flex: 1, }}>
+									<AvatarGroup>
+										{chosenApps?.map((app, index) => {
+											return(
+												<Tooltip title={`Constraint: ${app?.name}`} key={index} placement="top">
+													<Avatar 
+														key={index}
+														alt={app?.name} 
+														src={app?.large_image} 
+														onClick={() => {
+															window.open(`/apps/${app.id}`, '_blank', 'noopener,noreferrer');
+														}}
+														style={{
+															cursor: "pointer", 
+															width: 30,
+															height: 30, 
+														}}
+													/>
+												</Tooltip>
+											)
+										})}
+									</AvatarGroup>
+								</div>
+							</div>
+
+							{buttonState === "timeline" ?
+								<TimelineRender agent_data={data} />
+							: 
+								null
+							}
 						</div>
-						
-						{chosenApps.map((app, index) => {
-							const chosenName = (app?.name?.charAt(0).toUpperCase() + app?.name?.slice(1))?.replaceAll("_", " ").replaceAll("-", " ")
-							const chosenImagePath = app?.image
-							const chosenImage = <img src={chosenImagePath} style={{width: 24, height: 24, borderRadius: 20, marginRight: 1, }} />
-
-							return ( 
-								<Chip icon={chosenImage} label={chosenName} variant="outlined" 
-									style={chipStyle}
-									onDelete={() => {
-										const newChosenApps = chosenApps.filter((a, i) => i !== index)
-										setChosenApps(newChosenApps)
-									}}
-								/>
-							)
-						})}
-					</div>
-				</Box>
-				: 
-				<div>
-					<ButtonGroup style={{marginTop: 50, }}>
-						<Button 
-							variant={buttonState === "default" ? "contained" : "outlined"}
-							color="secondary" 
-							onClick={() => {
-								setButtonState("default");
-							}}
-						>
-							Default
-						</Button>
-						<Button 
-							variant={buttonState === "timeline" ? "contained" : "outlined"}
-							color="secondary" 
-							onClick={() => {
-								setButtonState("timeline");
-							}}
-						>
-							Timeline	
-						</Button>
-					</ButtonGroup>
-
-					<Tooltip title="Reload the agent data" placement="top">
-						<span>
-							<Button 
-								disabled={execution === null || Object.keys(execution).length === 0} 
-								style={{marginLeft: 25, }}
-								variant={"outlined"}
-								color="secondary"
-								onClick={() => {
-									GetExecution(execution.execution_id, agentActionResult.action.id, execution.authorization) 
-								}}
-							>
-								<RefreshIcon />
-							</Button>
-						</span>
-					</Tooltip>
-
-					{buttonState === "timeline" ?
-						<TimelineRender agent_data={data} />
-					: 
-						null
 					}
 				</div>
-			}
+			</div>
 		</div>
 	)
 }

frontend/src/views/AngularWorkflow.jsx

@@ -463,9 +463,9 @@ const AngularWorkflow = (defaultprops) => {
 
   var to_be_copied = "";
   const [firstrequest, setFirstrequest] = React.useState(true);
-  const cystyle = useMemo(() => defaultCytoscapeStyle(theme), [themeMode]);
-  // const cystyle = useMemo(() => defaultCytoscapeStyle, [themeMode]);
+  const [apps, setApps] = React.useState([]);
 
+  const cystyle = useMemo(() => defaultCytoscapeStyle(theme, apps), [themeMode, apps]);
   const [cy, setCy] = React.useState();
 
   const useStyles = makeStyles({
@@ -593,7 +593,6 @@ const AngularWorkflow = (defaultprops) => {
   const [showDropdown, setShowDropdown] = React.useState(false);
   const [triggerActionList, setTriggerActionList] = React.useState([]);
 
-  const [apps, setApps] = React.useState([]);
   const [filteredApps, setFilteredApps] = React.useState([]);
   const [prioritizedApps, setPrioritizedApps] = React.useState([])
 
@@ -2560,7 +2559,7 @@ const AngularWorkflow = (defaultprops) => {
       
       // Center and zoom to the node with smooth animation if requested
       if (config.center) {
-        cy.animate({
+        cy.stop().animate({
           center: {
             eles: cyNode
           },
@@ -3324,7 +3323,7 @@ const AngularWorkflow = (defaultprops) => {
                   }
 
                   const animationDuration = 150
-                  foundnode.animate(
+                  foundnode.stop().animate(
                     {
                       style: parsedStyle,
                     },
@@ -3445,6 +3444,18 @@ const AngularWorkflow = (defaultprops) => {
 		return
 	}
 
+	for (var i = 0; i < workflowExecutions.length; i++) {
+		const exec = workflowExecutions[i]
+		if (exec.execution_id === curAction.source_execution) {
+			if (exec?.execution_argument === undefined || exec?.execution_argument === null || exec?.execution_argument.length === 0) {
+				break
+			}
+
+			setExecutionText(exec.execution_argument)
+			break
+		}
+	}
+
 	setExecutionRunning(true)
 	setExecutionRequestStarted(true)
 	var headers = {
@@ -3830,7 +3841,7 @@ const AngularWorkflow = (defaultprops) => {
               } else {
                 console.log("Closing auth modal? FAIL")
 
-                toast("Failed to find new authentication. See details in Oauth2 popup window where auth was attempted.");
+                toast.error("Failed to find new authentication. See details in Oauth2 popup window where auth was attempted.");
                 shouldClose = false
               }
             } else {
@@ -4184,7 +4195,7 @@ const AngularWorkflow = (defaultprops) => {
     }
 
     const animationDuration = 150
-    node.animate(
+    node.stop().animate(
       {
         style: parsedStyle,
       },
@@ -4201,7 +4212,7 @@ const AngularWorkflow = (defaultprops) => {
         "border-color": "#81c784",
       }
 
-      node.animate(
+      node.stop().animate(
         {
           style: parsedStyle,
         },
@@ -4250,7 +4261,7 @@ const AngularWorkflow = (defaultprops) => {
     }
 
     const animationDuration = 150
-    node.animate(
+    node.stop().animate(
       {
         style: parsedStyle,
       },
@@ -4267,7 +4278,7 @@ const AngularWorkflow = (defaultprops) => {
         "border-color": "#81c784",
       }
 
-      node.animate(
+      node.stop().animate(
         {
           style: parsedStyle,
         },
@@ -4298,7 +4309,7 @@ const AngularWorkflow = (defaultprops) => {
     }
 
     const animationDuration = 150
-    node.animate(
+    node.stop().animate(
       {
         style: parsedStyle,
       },
@@ -4314,7 +4325,7 @@ const AngularWorkflow = (defaultprops) => {
         "line-gradient-stop-colors": ["grey", "grey"],
       }
 
-      node.animate(
+      node.stop().animate(
         {
           style: parsedStyle,
         },
@@ -4346,7 +4357,7 @@ const AngularWorkflow = (defaultprops) => {
     }
 
     const animationDuration = 150
-    node.animate(
+    node.stop().animate(
       {
         style: parsedStyle,
       },
@@ -4363,7 +4374,7 @@ const AngularWorkflow = (defaultprops) => {
         "border-color": color,
       }
 
-      node.animate(
+      node.stop().animate(
         {
           style: parsedStyle,
         },
@@ -4394,7 +4405,7 @@ const AngularWorkflow = (defaultprops) => {
     }
 
     const animationDuration = 150
-    node.animate(
+    node.stop().animate(
       {
         style: parsedStyle,
       },
@@ -4450,7 +4461,7 @@ const AngularWorkflow = (defaultprops) => {
       }
 
       const animationDuration = 150
-      node.animate(
+      node.stop().animate(
         {
           style: parsedStyle,
         },
@@ -4484,7 +4495,7 @@ const AngularWorkflow = (defaultprops) => {
     }
 
     const animationDuration = 150
-    node.animate(
+    node.stop().animate(
       {
         style: parsedStyle,
       },
@@ -8627,7 +8638,7 @@ const AngularWorkflow = (defaultprops) => {
       };
     }
 
-    event.target.animate(
+    event.target.stop().animate(
       {
         style: parsedStyle,
       },
@@ -9423,7 +9434,7 @@ const AngularWorkflow = (defaultprops) => {
     }
 
     if (event.target !== undefined && event.target !== null) {
-      event.target.animate(
+      event.target.stop().animate(
         {
           style: parsedStyle,
         },
@@ -9741,7 +9752,7 @@ const AngularWorkflow = (defaultprops) => {
               }
 
               const animationDuration = 150
-              foundnode.animate(
+              foundnode.stop().animate(
                 {
                   style: parsedStyle,
                 },
@@ -9910,7 +9921,7 @@ const AngularWorkflow = (defaultprops) => {
               }
 
               const animationDuration = 150
-              foundnode.animate(
+              foundnode.stop().animate(
                 {
                   style: parsedStyle,
                 },
@@ -12487,7 +12498,7 @@ const AngularWorkflow = (defaultprops) => {
               //}
               safeRefine(event.currentTarget.value)
             }}
-            limit={5}
+            limit={15}
           />
           {/*isSearchStalled ? 'My search is stalled' : ''*/}
         </form>
@@ -14360,8 +14371,7 @@ const AngularWorkflow = (defaultprops) => {
           padding: 30,
           pointerEvents: "auto",
           color: theme.palette.text.primary,
-          minWidth: isMobile ? "90%" : 650,
-          border: theme.palette.defaultBorder,
+          minWidth: isMobile ? "90%" : 750,
 
           borderRadius: theme.palette.borderRadius,
           backgroundColor: "black",
@@ -14474,18 +14484,24 @@ const AngularWorkflow = (defaultprops) => {
 						  	  <Button
 					  			variant="outlined"
 					  			color="primary"
-					  			style={{position: "sticky", top: 35, maxHeight: 40, maxWidth: 150, marginRight: 5, }}
+					  			style={{position: "sticky", top: 50, maxHeight: 40, maxWidth: 150, marginRight: 5, }}
 					  			onClick={() => {
 									setExecutionText(data)
-									executeWorkflow(data, workflow.start, lastSaved);
+									executeWorkflow(data, workflow.start, lastSaved)
 
 									setExecutionArgumentModalOpen(false)
 								}}
 					  		  >Select</Button>
 							  <ReactJson
 								src={validate.result}
-								theme={theme.palette.jsonTheme}
-								style={theme.palette.reactJsonStyle}
+								theme={"summerfruit"}
+								style={{
+									padding: 5, 
+									width: "98%",
+									borderRadius: 5,
+									border: "1px solid rgba(255,255,255,0.7)",
+									overflowX: "auto",
+								}}
 								shouldCollapse={(jsonField) => {
 								  return collapseField(jsonField)
 								}}
@@ -14499,10 +14515,11 @@ const AngularWorkflow = (defaultprops) => {
 				  }
 
                   return (
-                    <Paper style={{ padding: 10, marginTop: 10, backgroundColor: theme.palette.platformColor, maxHeight: 100, overflow: "auto", cursor: "pointer", position: "relative", }}
+                    <Paper 
+					  style={{ padding: 10, marginTop: 10, backgroundColor: theme.palette.platformColor, maxHeight: 150, overflow: "auto", position: "relative", border: `2px solid rgba(255,255,255,0.3)`, }}
                       onClick={() => {
                         setExecutionText(data)
-                        executeWorkflow(data, workflow.start, lastSaved);
+                        //executeWorkflow(data, workflow.start, lastSaved);
 
                         setExecutionArgumentModalOpen(false)
                       }}
@@ -14759,6 +14776,7 @@ const AngularWorkflow = (defaultprops) => {
           color: theme.palette.textColor,
           backgroundColor: 'inherit',
           zIndex: 10000,
+		  fontSize: 12,
         }}
       >
         <b>PS: Conditions can't be used for loops [ .# ]. Use the filters list action.{" "}</b>
@@ -15110,7 +15128,9 @@ const AngularWorkflow = (defaultprops) => {
           key={condition.condition.id}
           square
           style={paperVariableStyle}
-          onClick={() => { }}
+          onClick={() => { 
+  			setLastSaved(false)
+		  }}
         >
           <div
             style={{
@@ -15339,6 +15359,7 @@ const AngularWorkflow = (defaultprops) => {
               return
             }
 
+  			setLastSaved(false)
             setSourceValue({
               name: "source",
               value: "",
@@ -15384,17 +15405,15 @@ const AngularWorkflow = (defaultprops) => {
               // Change Direction of the branch target/source
               const foundBranch = cy.getElementById(selectedEdge.id)
               if (foundBranch !== undefined && foundBranch !== null) {
-                console.log("BRANCH: ", foundBranch)
                 const source = foundBranch.data("source")
                 const target = foundBranch.data("target")
 
                 var branchdata = JSON.parse(JSON.stringify(foundBranch.data()))
-                console.log("BEFORE: ", branchdata)
-                console.log("Start node", workflow.start)
                 const startNode = workflow.start
                 if (source === startNode) {
                   toast("Can't point to Start Node")
                 } else {
+  				  setLastSaved(false)
                   const newid = uuidv4()
                   branchdata.source = target
                   branchdata.target = source
@@ -19298,7 +19317,7 @@ const AngularWorkflow = (defaultprops) => {
 				}, 2000);
 			  }
 
-			  toast.info("Successfully changed active organisation - refreshing!");
+			  toast.success("Successfully changed active organisation - refreshing!");
 			} else {
 			  if (responseJson.reason !== undefined && responseJson.reason !== null && responseJson.reason.length > 0) {
 				toast(responseJson.reason);
@@ -20649,7 +20668,7 @@ const AngularWorkflow = (defaultprops) => {
     }
 
     const buttonHeights = 45
-    const boxSize = buttonHeights
+    const boxSize = buttonHeights+2
     const executionButton = executionRunning ? (
       <Tooltip color="primary" title="Stop execution" placement="top">
         <span>
@@ -20737,20 +20756,17 @@ const AngularWorkflow = (defaultprops) => {
             >
               <TextField
                 id="execution_argument_input_field"
-                style={{
-                  ...theme.palette.textFieldStyle,
-                  height: buttonHeights + 2,
-                }}
+				variant="outlined"
                 InputProps={{
                   style: {
                     ...theme.palette.innerTextfieldStyle,
-                    height: buttonHeights + 2,
-                    marginTop: -1,
-                    border: "none",
+                    height: buttonHeights+2,
+                    marginTop: 0,
 
 					// Remove left side borderRadius
 					borderTopLeftRadius: 0,
 					borderBottomLeftRadius: 0,
+					borderTop: "0px solid",
                   }
                 }}
                 disabled={workflow.public}
@@ -21687,7 +21703,7 @@ const AngularWorkflow = (defaultprops) => {
 
 
       return (
-        <div style={{ display: "flex" }}>
+        <div style={{ display: "flex", maxHeight: 500, overflow: "auto",}}>
           <IconButton
             style={{
               marginTop: "auto",
@@ -21749,7 +21765,7 @@ const AngularWorkflow = (defaultprops) => {
             onSelect={(select) => {
               HandleJsonCopy(validate.result, select, "exec");
             }}
-            name={false}
+            name={"$exec"}
           />
         </div>
       )
@@ -21787,7 +21803,26 @@ const AngularWorkflow = (defaultprops) => {
       )
     }
 
-    if (execution.execution_source === "authgroups") {
+    if (execution.execution_source?.startsWith("datastore")) {
+        const iconMargin = 7
+        return (
+          <div style={{
+            width: size,
+            height: size,
+            borderRadius: borderRadius,
+            backgroundColor: green,
+          }}>
+            <StorageIcon
+              style={{
+                width: size / 3 * 2,
+                height: size / 3 * 2,
+                marginLeft: iconMargin,
+                marginTop: iconMargin,
+              }}
+            />
+          </div>
+        )
+	} else if (execution.execution_source === "authgroups") {
       const iconMargin = 7
       return (
         <div style={{
@@ -22943,6 +22978,7 @@ const AngularWorkflow = (defaultprops) => {
               </Typography>
             </div>
           ) : null}
+
           {executionData.execution_source !== undefined &&
             executionData.execution_source !== null &&
             executionData.execution_source.length > 0 &&
@@ -22954,8 +22990,17 @@ const AngularWorkflow = (defaultprops) => {
               </Typography>
               <Typography variant="body1" color="textSecondary">
 
-
-                {executionData.execution_source === "authgroups" || (executionData.authgroup !== undefined && executionData.authgroup !== null && executionData.authgroup.length > 0) ?
+                {executionData?.execution_source?.startsWith("datastore") ?
+					  <a
+						rel="noopener noreferrer"
+						href={`/admin?tab=datastore${executionData.execution_source.split("|").length > 2 ? "&category="+executionData.execution_source.split("|")[1]+"&key="+executionData.execution_source.split("|")[2] : ""}`}
+						target="_blank"
+						style={{ textDecoration: "none", color: theme.palette.linkColor }}
+					  >
+						Datastore Automation
+					  </a>
+					:
+                executionData.execution_source === "authgroups" || (executionData.authgroup !== undefined && executionData.authgroup !== null && executionData.authgroup.length > 0) ?
                   <a
                     rel="noopener noreferrer"
                     href={`/admin?tab=app_auth`}
@@ -23614,7 +23659,7 @@ const AngularWorkflow = (defaultprops) => {
                             HandleJsonCopy(showResult, select, data.action.label);
                             console.log("SELECTED!: ", select);
                           }}
-                          name={"Results for " + data.action.label}
+                          name={`$${data?.action?.label?.toLowerCase()}`}
                         />
 
                       </span>

frontend/src/views/AppCreator.jsx

@@ -563,7 +563,7 @@ const AppCreator = (defaultprops) => {
   };
   
 
-  const isCloud = (window.location.host === "localhost:3002" || window.location.host === "shuffler.io") ? true : (process.env.IS_SSR === "true");
+  const isCloud = window.location.host === "localhost:3002" || window.location.host === "shuffler.io";
 
   useEffect(() => {
 		if (window.location.pathname.includes("apps/edit")) {

frontend/src/views/AppExplorer.jsx

@@ -247,7 +247,7 @@ const buttonBackground = "linear-gradient(to right, #f86a3e, #f34079)";
     read_time: 1,
   })
 
-  const isCloud = (window.location.host === "localhost:3002" || window.location.host === "shuffler.io") ? true : (process.env.IS_SSR === "true");
+  const isCloud = window.location.host === "localhost:3002" || window.location.host === "shuffler.io";
 
 
   // FIXME: This is used, as useEffect() creates an issue with apps not loading at all

frontend/src/views/Docs.jsx

@@ -62,7 +62,6 @@ const dividerColor = "rgb(225, 228, 232)";
 const hrefStyle = {
     color: "rgba(255, 255, 255, 0.8)",
     textDecoration: "none",
-    marginRight: window.location.pathname.includes("/articles/") ? "0.8em" : undefined,
 };
 
 
@@ -387,6 +386,7 @@ export const CodeHandler = (props) => {
                 minWidth: "50%",
                 maxWidth: "100%",
                 backgroundColor: theme.palette.inputColor,
+                whiteSpace: "pre-wrap",
                 overflowY: "auto",
                 // Have it inline
                 borderRadius: theme.palette?.borderRadius,
@@ -1020,7 +1020,7 @@ const Docs = (defaultprops) => {
     }
 
     const fetchDocList = (resetCache = false) => {
-        var url = `${globalUrl}/api/v1/docs`
+        var url = `${globalUrl}/api/v1/docs?resetCache=${resetCache}`
 		if (location.pathname.includes("/legal")) {
 			url = `${globalUrl}/api/v1/docs?folder=legal&resetCache=${resetCache}`
 		} else if (location.pathname.includes("/articles")) {
@@ -1047,16 +1047,16 @@ const Docs = (defaultprops) => {
             .catch((error) => { });
     };
 
-    const fetchDoc = (docId) => {
+    const fetchDoc = (docId, resetCache = false) => {
 		if (docId === undefined) {
 			return 
 		}
 
-        var url = `${globalUrl}/api/v1/docs/${docId}`
+        var url = `${globalUrl}/api/v1/docs/${docId}?resetCache=${resetCache}`
 		if (location.pathname.includes("/legal")) {
-			url = `${globalUrl}/api/v1/docs/${docId}?folder=legal`
+			url = `${globalUrl}/api/v1/docs/${docId}?folder=legal&resetCache=${resetCache}`
 		} else if (location.pathname.includes("/articles")) {
-			url = `${globalUrl}/api/v1/docs/${docId}?folder=articles`
+			url = `${globalUrl}/api/v1/docs/${docId}?folder=articles&resetCache=${resetCache}`
 		}
 
         fetch(url, {
@@ -1082,7 +1082,7 @@ const Docs = (defaultprops) => {
                                 autoClose: 2000,
                             });
                             setTimeout(() => {
-                                navigate(`/articles/2.0_release`)
+                                navigate(`/articles`)
                             }, 2000)
                             return
                         }
@@ -1130,7 +1130,8 @@ const Docs = (defaultprops) => {
 
     const handleResetCache = () => {
         fetchDocList(true);
-        toast("Cache has been reset");
+        fetchDoc(props.match.params.key, true);
+        toast("Cache and list will be reset in a few seconds");
     }
 
     if (firstrequest) {
@@ -1344,6 +1345,21 @@ const Docs = (defaultprops) => {
         tr: TableRowRenderer,
         th: TableHeaderCellRenderer,
         td: TableCellRenderer,
+        ul: ({ children }) => (
+            <Box component="ul" sx={{ my: 0.5, fontFamily: '"Segoe UI", Inter, sans-serif', fontSize: "17.6px" }}>
+                {children}
+            </Box>
+        ),
+        ol: ({ children }) => (
+            <Box component="ol" sx={{ my: 0.5, fontFamily: '"Segoe UI", Inter, sans-serif', fontSize: "17.6px" }}>
+                {children}
+            </Box>
+        ),
+        li: ({ children }) => (
+            <Typography component="li" sx={{ my: 0.5, color: "inherit", fontFamily: '"Segoe UI", Inter, sans-serif', fontSize: "17.6px" }}>
+                {children}
+            </Typography>
+        ),
     }
 
 
@@ -1355,7 +1371,6 @@ const Docs = (defaultprops) => {
 
     const activeListItemStyle = {
         backgroundColor: "rgba(248, 106, 62, 0.08)", // Slight orange tint
-        marginRight: window.location.pathname.includes("/articles/") ? "0.8em" : undefined,
         borderLeft: "3px solid #f86a3e",
         paddingLeft: "13px", // Compensate for the border
     };
@@ -1415,6 +1430,7 @@ const Docs = (defaultprops) => {
                         <List style={{ 
                             listStyle: "none", 
                             paddingLeft: "0",
+                            paddingRight: isArticlePage ? 15 : undefined,
                             paddingTop: !isArticlePage ? "60px" : undefined,
                             paddingBottom: !isArticlePage ? "30px" : undefined,
                             display: isArticlePage ? sidebarOpen ? "block" : "none" : undefined,
@@ -1524,15 +1540,32 @@ const Docs = (defaultprops) => {
                     }
                 </div>
                 <div style={IndexBar}>
-                     {userdata?.support && isArticlePage && (
-                        <Button 
-                            variant="contained" 
-                            color="secondary" 
-                            onClick={handleResetCache}
-                            style={{marginBottom: "15px"}}
+                     {userdata?.support && (
+                        <Tooltip 
+                        title="Wait about 5 minutes after updating the file on GitHub, then click to reset the cache. (Support only) "
+                        placement="top"
+                        componentsProps={{
+                            tooltip: {
+                            sx: {
+                                backgroundColor: "rgba(33, 33, 33, 1)",
+                                color: "rgba(241, 241, 241, 1)",
+                                fontSize: 14,
+                                border: "1px solid rgba(73, 73, 73, 1)",
+                                fontFamily: theme?.typography?.fontFamily,
+                            }
+                            },
+                        }}
+                        arrow
                         >
-                            Reset Cache
-                        </Button>
+                            <Button 
+                                variant="contained" 
+                                color="secondary" 
+                                onClick={handleResetCache}
+                                style={{marginBottom: "15px"}}
+                            >
+                                Reset Cache
+                            </Button>
+                        </Tooltip>
                     )}
                     {tocLines.length > 0 ?
                         (

frontend/src/views/NewDashboard.jsx

@@ -111,8 +111,8 @@ const NewDashboard = (props) => {
   const STATIC_TIME_PERCENT = 'TBD'
   const STATIC_MONEY_PERCENT = 'TBD'
   const kpis = [
-    { value: timeFmt.display, title: timeFmt.title, label: 'Time saved', icon: <TrendingUpIcon sx={{ color: '#5cc879', fontSize: 34 }} />, percentage: STATIC_TIME_PERCENT, color: '#5cc879', disabled: true},
-    { value: formatCurrencyCompact(totals.moneySavedDollars), label: 'Money saved', icon: <TrendingUpIcon sx={{ color: '#5cc879', fontSize: 34 }} />, percentage: STATIC_MONEY_PERCENT, color: '#5cc879', disabled: true, },
+    //{ value: timeFmt.display, title: timeFmt.title, label: 'Time saved', icon: <TrendingUpIcon sx={{ color: '#5cc879', fontSize: 34 }} />, percentage: STATIC_TIME_PERCENT, color: '#5cc879', disabled: true},
+    //{ value: formatCurrencyCompact(totals.moneySavedDollars), label: 'Money saved', icon: <TrendingUpIcon sx={{ color: '#5cc879', fontSize: 34 }} />, percentage: STATIC_MONEY_PERCENT, color: '#5cc879', disabled: true, },
     { value: String(unreadCount), label: 'Total errors', icon: <ErrorOutlineIcon sx={{ color: '#f87171', fontSize: 34, opacity: 0.9 }} />, percentage: "", color: '#f87171' },
     { value: String(readCount), label: 'Errors resolved', icon: <TaskAltIcon sx={{ color: '#5cc879', fontSize: 34, opacity: 0.9 }} />, percentage: "", color: '#5cc879' },
   ];
@@ -133,12 +133,12 @@ const NewDashboard = (props) => {
 
   useEffect(() => {
     const anyLoading =
-      loadingSfw ||
-      loadingRot ||
+      //loadingSfw ||
+      //loadingRot ||
       loadingNoti ||
-      loadingSelectedOrgStats ||
+      loadingSelectedOrgStats //||
       !selectedOrganization ||
-      !selectedOrgForStats;
+      //!selectedOrgForStats;
     setShowOverlay(anyLoading);
   }, [
     loadingSfw,
@@ -399,6 +399,7 @@ const NewDashboard = (props) => {
         headerSubtitle="Complete these steps to start seeing insights."
       />
       )}
+
       {showOverlay && (
         <div style={{ position: 'absolute', inset: 0, background: 'rgba(17,17,17,0.6)', backdropFilter: 'blur(2px)', zIndex: 10, display: 'flex', alignItems: 'center', justifyContent: 'center', borderRadius: 12 }}>
           <div style={{ display: 'flex', flexDirection: 'column', alignItems: 'center', gap: 12 }}>
@@ -407,6 +408,7 @@ const NewDashboard = (props) => {
           </div>
         </div>
       )}
+
       {/* Header / Greeting */}
       <Box style={{ display: 'flex', alignItems: 'center', justifyContent: 'space-between', margin: '8px 0 16px 0' }}>
         <Typography variant="h5">{`${getGreeting()}, ${displayName ?? 'User'}!`}</Typography>

frontend/src/views/UpdateAuthentication.jsx

@@ -25,7 +25,7 @@ const SetAuthentication = (props) => {
   const [loadFail, setLoadFail] = useState("");
   const [appAuthentication, setAppAuthentication] = React.useState([]);
 
-  const isCloud = (window.location.host === "localhost:3002" || window.location.host === "shuffler.io") ? true : (process.env.IS_SSR === "true");
+  const isCloud = window.location.host === "localhost:3002" || window.location.host === "shuffler.io";
   //const alert = useAlert();
 
   const parseIncomingOpenapiData = (data) => {

frontend/src/views/Welcome.jsx

@@ -47,7 +47,7 @@ const Welcome = (props) => {
 		}
 	}, [activeStep])
 
-  	const isCloud = (window.location.host === "localhost:3002" || window.location.host === "shuffler.io") ? true : (process.env.IS_SSR === "true");
+  	const isCloud = window.location.host === "localhost:3002" || window.location.host === "shuffler.io";
 		const [steps, setSteps] = useState([
 			"Help us get to know you", 
 			"Find your Apps", 

frontend/src/views/Workflows2.jsx

@@ -343,7 +343,7 @@ export const GetIconInfo = (action) => {
 				"protect",
 			],
 		},
-		{ key: "intel", values: ["intel", "feed", "threat intel", "threat intelligence", "ti", "t.i.", "t.i", "ti.", "rule", "technique", "tactic", "techniques", "tactics", "ioc", "indicator", "hash", "ip", "url", "domain", ] },
+		{ key: "intel", values: ["intel", "feed", "threat intel", "threat intelligence", "ti", "t.i.", "t.i", "ti.", "rule", "technique", "tactic", "techniques", "tactics", "ioc", "indicator", "hash", "ip", "url", "domain", "sha", "md5", ] },
     ];
 
     var selectedKey = ""
@@ -3346,7 +3346,7 @@ const Workflows2 = (props) => {
                                         }
                                         style={{ 
 											textDecoration: "none", 
-											color: "inherit", 
+											color: theme.palette.text.primary, 
 											overflow: "hidden", 
 											textOverflow: "ellipsis", 
 											whiteSpace: "nowrap", 
@@ -5149,7 +5149,7 @@ const Workflows2 = (props) => {
 
 								{backgroundWorkflows.length > 0 &&
 									<Tab
-										label={`Background Processes`}
+										label={`Security Bundle`}
 										value={4}
 										style={{
 											...tabStyle,