[{"data":1,"prerenderedAt":1166},["ShallowReactive",2],{"blog-\u002Fblog\u002F2025\u002F07\u002Fflowfuse-ai-assistant-better-node-red-manufacturing":3,"featureCatalog":236,"changelog-titles":631,"blog-all-for-related":1165},{"id":4,"title":5,"authors":6,"body":8,"cta":215,"date":216,"description":217,"extension":218,"features":215,"image":219,"lastUpdated":215,"meta":220,"navigation":226,"path":227,"release":215,"seo":228,"sitemap":229,"stem":230,"subtitle":231,"tags":232,"tldr":215,"video":234,"__hash__":235},"blog\u002Fblog\u002F2025\u002F07\u002Fflowfuse-ai-assistant-better-node-red-manufacturing.md","FlowFuse Expert: Let Your Engineers Build Automation, Not Write Code",[7],"sumit-shinde",{"type":9,"value":10,"toc":206},"minimark",[11,15,18,21,26,29,32,43,46,49,55,58,68,72,75,78,83,86,95,99,115,118,127,130,135,144,147,152,161,164,168,171,174,183,187,190,193,196,199],[12,13,14],"p",{},"Every manufacturing engineer knows this scenario: Node-RED's visual programming handles most of your automation needs brilliantly. Connect to PLCs, route data, trigger actions, all with drag-and-drop simplicity, but then you hit the wall. Your machine outputs data in a proprietary format. You need a custom dashboard widget that doesn't exist. You're manually creating test data for hours, or you're trying to understand a complex flow built by someone who left last year.",[12,16,17],{},"These bespoke tasks can often demand coding skills, JavaScript for parsing data, Vue.js for custom widgets, CSS for styling. Skills your automation engineers might not have. Skills that pull them away from what the engineers do best: optimizing production.",[12,19,20],{},"FlowFuse Expert changes this dynamic completely. Describe what you need in plain English, then, get working code instantly. No more hours lost to syntax errors or Stack Overflow searches. Your engineers can focus on their own expertise, and FlowFuse Expert fills in the gaps. Let's look at how manufacturing teams can use it to solve real problems.",[22,23,25],"h2",{"id":24},"parsing-machine-data-without-the-javascript-struggle","Parsing Machine Data Without the JavaScript Struggle",[12,27,28],{},"While Node-RED's low-code nodes cover most scenarios, every production line has unique quirks. Complex data parsing, multi-step calculations, proprietary protocols, these can all be accomplished in Node-RED by writing your own JavaScript. Engineers, who should be focussed on optimizing processes, end up out of their comfort zone, searching regex patterns and debugging syntax errors.",[12,30,31],{},"Consider this output from a CNC machine that's been reliable for 15 years:",[33,34,40],"pre",{"className":35,"code":37,"language":38,"meta":39},[36],"language-text","-- CYCLE END REPORT --\nID: M-45B \u002F PART: XF-201\nTIMESTAMP: 2025-07-09T14:22:01Z\nSERIAL: 2025-0001547\nOPERATOR: JONES, M\nSTATS ---\nPART_COUNT: 481\nCYCLE_TIME: 114.72\nMAX_TEMP: 85.3\nTOOL_WEAR_IDX: 0.73\nCOOLANT_LEVEL: OK\nALERTS: NONE\n-- END --\n","text","",[41,42,37],"code",{"__ignoreMap":39},[12,44,45],{},"The traditional approach means spending 30-50 minutes writing regex patterns, handling edge cases, and testing thoroughly. Your engineer needs to remember JavaScript string methods, debug regex syntax, and account for variations in the output format.",[12,47,48],{},"With FlowFuse Expert, the process changes completely. Your engineer opens a function node, clicks the FlowFuse Expert button, and types:",[50,51,52],"blockquote",{},[12,53,54],{},"\"Parse this CNC report format. Extract PART_COUNT as integer, CYCLE_TIME as float, TOOL_WEAR_IDX as float, OPERATOR name, and ALERTS. Return as JSON.\"",[12,56,57],{},"The engineer reviews the code, tests it with their data, and moves on to solving actual manufacturing problems instead of wrestling with JavaScript syntax.",[12,59,60,65],{},[61,62],"img",{"alt":63,"dataZoomable":39,"src":64},"FlowFuse Expert generating a Node-RED function node to extract data from a CNC text report.","\u002Fblog\u002F2025\u002F07\u002Fimages\u002Ffunction-ai.gif",[66,67,63],"em",{},[22,69,71],{"id":70},"creating-test-data-in-seconds-not-hours","Creating Test Data in Seconds, Not Hours",[12,73,74],{},"Before connecting to live equipment, you need test data that looks real. Making it by hand is tedious and wastes lots of time.",[12,76,77],{},"With FlowFuse Expert, just ask:",[50,79,80],{},[12,81,82],{},"\"Generate 20 machine records with machine_id, production_count, efficiency_percentage, downtime_minutes, and last_maintenance_date. Show realistic variations.\"",[12,84,85],{},"It's as simple as that.",[12,87,88,92],{},[61,89],{"alt":90,"dataZoomable":39,"src":91},"FlowFuse Expert generating test JSON data with multiple machine records including production counts and efficiency metrics","\u002Fblog\u002F2025\u002F07\u002Fimages\u002Fjson-ai.gif",[66,93,94],{},"FlowFuse Expert creating realistic test data for manufacturing dashboards, complete with machine IDs, production metrics, and maintenance dates.",[22,96,98],{"id":97},"building-custom-dashboards-without-web-development","Building Custom Dashboards Without Web Development",[12,100,101,108,109,114],{},[102,103,107],"a",{"href":104,"rel":105},"https:\u002F\u002Fdashboard.flowfuse.com",[106],"nofollow","FlowFuse Dashboard"," widgets cover most UI needs, but manufacturing can often demand more. Custom visualizations for specific KPIs can be build in Dashboard with the ",[102,110,113],{"href":111,"rel":112},"https:\u002F\u002Fdashboard.flowfuse.com\u002Fnodes\u002Fwidgets\u002Fui-template",[106],"\"Template\""," node, where developers can write their own Vue.js templates.",[12,116,117],{},"Developing custom components to match your HMI design standards takes CSS expertise. Whether you're building new widgets or styling existing ones, you're suddenly in web development territory, far from where most automation engineers want to be.",[12,119,120,121,126],{},"Take a ",[102,122,125],{"href":123,"rel":124},"https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FPareto_chart",[106],"Pareto Chart"," for defect analysis as an example, essential for quality teams but not available as a standard Dashboard widget. Building it requires Vue.js knowledge, Chart.js integration, and responsive design skills.",[12,128,129],{},"With FlowFuse Expert, just describe what you need:",[50,131,132],{},[12,133,134],{},"\"Create a Pareto chart widget showing defect counts as bars with a cumulative percentage line. Include the 80% threshold.\"",[12,136,137,141],{},[61,138],{"alt":139,"dataZoomable":39,"src":140},"FlowFuse Expert creating custom dashboard components and styling for manufacturing displays","\u002Fblog\u002F2025\u002F07\u002Fimages\u002Fdashboard-ai.gif",[66,142,143],{},"FlowFuse Expert building both custom widgets and styling existing components for manufacturing dashboards.",[12,145,146],{},"Or consider input boxes for operator data entry that look too modern. Your team prefers the familiar green LCD screens they've used for decades, you can ask FlowFuse Expert:",[50,148,149],{},[12,150,151],{},"\"Add CSS that makes the input with classes 'calculator' and 'text-input' look like an old green LCD calculator screen.\"",[12,153,154,158],{},[61,155],{"alt":156,"dataZoomable":39,"src":157},"FlowFuse Expert generating CSS to style input fields with green LCD calculator display appearance","\u002Fblog\u002F2025\u002F07\u002Fimages\u002Fcss-ai.gif",[66,159,160],{},"FlowFuse Expert creating CSS that transforms standard input boxes into retro LCD displays with glowing green text.",[12,162,163],{},"Whether creating new widgets or styling existing ones, FlowFuse Expert handles the Vue.js and CSS complexity. You describe the outcome, it generates the code.",[22,165,167],{"id":166},"documenting-complex-flows-before-knowledge-walks-out","Documenting Complex Flows Before Knowledge Walks Out",[12,169,170],{},"Production flows evolve over years into complex systems. Hundreds of nodes, critical logic buried in functions, intricate routing between tabs. When knowledge walks out the door, new team members can face weeks of detective work trying to understand flows and their colleague's work.",[12,172,173],{},"FlowFuse Expert's Flow Explainer solves this. Select any flow or group of nodes, click \"Explain,\" and get instant documentation. It analyzes connections, reads function code, and generates clear explanations of what everything does and why.",[12,175,176,180],{},[61,177],{"alt":178,"dataZoomable":39,"src":179},"FlowFuse Expert explaining the purpose and behavior of a complex Node-RED flow in plain language.","\u002Fblog\u002F2025\u002F07\u002Fimages\u002Fflow-expainer-ai.gif",[66,181,182],{},"FlowFuse Expert turning complex flows into clear documentation for easy knowledge transfer.",[22,184,186],{"id":185},"start-building-today","Start Building Today",[12,188,189],{},"FlowFuse Expert is just one way FlowFuse helps manufacturing teams work faster.",[12,191,192],{},"Teams collaborate on flows in real-time. Version control with snapshots means you can always go back if something breaks. Remote device management handles edge devices across your factory floor. Deploy to one machine or a thousand with a single click. Built-in DevOps pipelines streamline your workflow from development to production.",[12,194,195],{},"For production reliability, high availability keeps systems running 24\u002F7. The integrated MQTT broker handles all your device messaging. Enterprise security includes SSO, multi-factor authentication, role-based access control, and complete audit logs.",[12,197,198],{},"FlowFuse gives you everything you need to build, deploy, and manage Node-RED at scale.",[12,200,201],{},[102,202,205],{"href":203,"rel":204},"https:\u002F\u002Fapp.flowfuse.com\u002Faccount\u002Fcreate",[106],"Try FlowFuse free →",{"title":39,"searchDepth":207,"depth":207,"links":208},4,[209,211,212,213,214],{"id":24,"depth":210,"text":25},2,{"id":70,"depth":210,"text":71},{"id":97,"depth":210,"text":98},{"id":166,"depth":210,"text":167},{"id":185,"depth":210,"text":186},null,"2025-07-29","FlowFuse Expert helps manufacturing teams write Node-RED function nodes, parse machine data, and create custom dashboards. Learn how it works with real examples.","md","\u002Fblog\u002F2025\u002F07\u002Fimages\u002Fflowfuse-ai.png",{"keywords":221,"excerpt":222},"AI in manufacturing, manufacturing automation, Node-RED automation, FlowFuse Expert, smart manufacturing, industrial IoT, custom dashboard manufacturing, function nodes",{"type":9,"value":223},[224],[12,225,14],{},true,"\u002Fblog\u002F2025\u002F07\u002Fflowfuse-ai-assistant-better-node-red-manufacturing",{"title":5,"description":217},{"loc":227},"blog\u002F2025\u002F07\u002Fflowfuse-ai-assistant-better-node-red-manufacturing","Make Node-RED do more without writing code.",[233],"flowfuse","g-NWmyz5Ppo","ZtM7Fz1m4GA_vo3rHD5ThUL-bRdM7vC9FWl7symNBxk",{"id":237,"extension":238,"meta":239,"sections":240,"stem":629,"__hash__":630},"featureCatalog\u002Ffeature-catalog.yml","yml",{},[241,292,393,455,532,611],{"id":242,"title":243,"features":244},"ai-automation","AI & Automation",[245,255,265,275,281,287],{"id":246,"title":247,"description":248,"docsLink":249,"changelog":250,"tiers":254},"flowfuse-expert-ai","FlowFuse Expert AI","Build industrial apps with agents, and query the state of the factory with an agent. Adapt your current hardware and machines so agentic work can be done against them, without ripping and replacing what's already on the plant floor.","\u002Fdocs\u002Fuser\u002Fexpert\u002F",[251],{"url":252,"release":253},"\u002Fchangelog\u002F2026\u002F02\u002Fff-expert-update-banner\u002F","2.28",{"edge":226,"hub":226,"fleet":226},{"id":256,"title":257,"description":258,"docsLink":259,"changelog":260,"subfeature":226,"showOnPricing":263,"tiers":264},"flowfuse-expert-support-mode","Support Mode","Chat-based assistance for FlowFuse and Node-RED, including Node-RED instance management through natural language.","\u002Fdocs\u002Fuser\u002Fexpert\u002Fchat\u002F#support-mode",[261],{"url":262,"release":253},"\u002Fchangelog\u002F2026\u002F02\u002Fff-expert-debug-log-context\u002F",false,{"edge":226,"hub":226,"fleet":226},{"id":266,"title":267,"description":268,"docsLink":269,"changelog":270,"subfeature":226,"showOnPricing":263,"tiers":274},"flowfuse-expert-application-building","Application Building","Describe what you want to build and FlowFuse Expert assembles it on your workspace, adding tabs, wiring nodes, and configuring properties.","\u002Fdocs\u002Fuser\u002Fexpert\u002Fchat\u002F",[271],{"url":272,"release":273},"\u002Fchangelog\u002F2026\u002F05\u002Fexpert-application-building\u002F","2.30",{"edge":226,"hub":226,"fleet":226},{"id":276,"title":277,"description":278,"docsLink":279,"subfeature":226,"beta":226,"showOnPricing":263,"tiers":280},"flowfuse-expert-insights-mode","Insights Mode","Connects FlowFuse Expert to MCP servers in your Node-RED instances, enabling real-time data queries and actions through a single chat interface.","\u002Fdocs\u002Fuser\u002Fexpert\u002Fchat\u002F#insights-mode",{"edge":226,"hub":226,"fleet":226},{"id":282,"title":283,"description":284,"docsLink":285,"tiers":286},"mcp-servers","Agentic Operations","Expose your Node-RED flows as tools an AI agent can call directly, so agents can query the state of the factory or trigger actions without custom integration work.","\u002Fnode-red\u002Fflowfuse\u002Fmcp\u002F",{"edge":226,"hub":226,"fleet":226},{"id":288,"title":289,"description":290,"tiers":291},"onnx-integration","ONNX Integration","Run trained machine learning models directly in your flows, including on edge hardware, without sending data out to an external inference service.",{"edge":226,"hub":226,"fleet":226},{"id":293,"title":294,"features":295},"build","Build",[296,302,308,318,324,330,334,340,346,354,360,364,368,377,385],{"id":297,"title":298,"description":299,"docsLink":300,"tiers":301},"edge-development","Edge Development","Develop and test Node-RED flows directly on edge devices with a remote editor proxy.","\u002Fdocs\u002Fdevice-agent\u002Fquickstart\u002F",{"edge":226,"hub":263,"fleet":226},{"id":303,"title":304,"description":305,"docsLink":306,"tiers":307},"private-npm-registry","Custom Node-RED Nodes","Create and manage your own private npm registry for Node-RED nodes, so you can share custom nodes across your team and devices without publishing them publicly.","\u002Fdocs\u002Fuser\u002Fcustom-npm-packages\u002F",{"edge":226,"hub":226,"fleet":226},{"id":309,"title":310,"description":311,"docsLink":312,"changelog":313,"tiers":317},"flowfuse-tables","FlowFuse Tables","A managed PostgreSQL database for every application, so you can store and query structured data without standing up and maintaining your own database.","\u002Fdocs\u002Fuser\u002Fff-tables\u002F",[314],{"url":315,"release":316},"\u002Fchangelog\u002F2026\u002F07\u002Fexpert-tables-automation\u002F","2.33",{"edge":226,"hub":226,"fleet":226},{"id":319,"title":320,"description":321,"docsLink":322,"tiers":323},"persistent-files","File Storage","Store and retrieve files from your Node-RED flows, with automatic replication and backup across your devices and hosted instances.","\u002Fdocs\u002Finstall\u002Ffile-storage\u002F",{"edge":226,"hub":226,"fleet":226},{"id":325,"title":326,"description":327,"docsLink":328,"showOnPricing":263,"tiers":329},"persistent-context","Persistent Context","In-memory values defined in a Node-RED flow persist across project restarts and upgrades.","\u002Fdocs\u002Fuser\u002Fpersistent-context\u002F",{"edge":226,"hub":226,"fleet":226},{"id":331,"title":332,"showOnPricing":263,"tiers":333},"static-assets","Static Assets",{"edge":226,"hub":226,"fleet":226},{"id":335,"title":336,"description":337,"docsLink":338,"tiers":339},"team-library","Team Library","Set up standard nodes and flows that can be shared with all team members across your organisation.","\u002Fdocs\u002Fuser\u002Fshared-library\u002F",{"edge":226,"hub":226,"fleet":226},{"id":341,"title":342,"description":343,"docsLink":344,"tiers":345},"personalised-multi-user-dashboards","Personalised Multi-User Dashboards","Build applications that provide unique data to each logged-in user using personalised multi-user dashboards.","https:\u002F\u002Fdashboard.flowfuse.com\u002Fuser\u002Fmulti-tenancy.html",{"edge":226,"hub":226,"fleet":226},{"id":347,"title":348,"description":349,"changelog":350,"subfeature":226,"showOnPricing":263,"tiers":353},"dashboards-view","Dashboards View","Browse and open every dashboard across your team from a dedicated Dashboards view, at both team and application level, without leaving FlowFuse.",[351],{"url":352,"release":316},"\u002Fchangelog\u002F2026\u002F07\u002Fteam-and-application-dashboards\u002F",{"edge":226,"hub":226,"fleet":226},{"id":355,"title":356,"description":357,"docsLink":358,"tiers":359},"blueprints-converge","Blueprints","Ready-made starting points for your apps, from cross-team Converge templates to OT and IT specific blueprints.","\u002Fdocs\u002Fuser\u002Fconcepts\u002F#blueprint",{"edge":226,"hub":226,"fleet":226},{"id":361,"title":362,"subfeature":226,"showOnPricing":263,"tiers":363},"blueprints-ot-apps","Blueprints - OT APPS",{"edge":226,"hub":263,"fleet":226},{"id":365,"title":366,"subfeature":226,"showOnPricing":263,"tiers":367},"blueprints-it-apps","Blueprints - IT APPS",{"edge":263,"hub":226,"fleet":263},{"id":369,"title":370,"description":371,"changelog":372,"showOnPricing":263,"tiers":376},"immersive-editor-snapshots","Snapshot Details in Immersive Editor","View and manage snapshot details directly inside the immersive editor without leaving your editing session.",[373],{"url":374,"release":375},"\u002Fchangelog\u002F2026\u002F03\u002Fsnapshot-detail-modal-immersive-editor\u002F","2.29",{"edge":226,"hub":226,"fleet":226},{"id":378,"title":379,"description":380,"changelog":381,"showOnPricing":263,"tiers":384},"immersive-editor-drawer","Customisable Immersive Editor Drawer","Pin, move, resize, or full-screen the immersive editor drawer. Your preferences are remembered between sessions.",[382],{"url":383,"release":273},"\u002Fchangelog\u002F2026\u002F04\u002Fimmersive-editor-drawer\u002F",{"edge":226,"hub":226,"fleet":226},{"id":386,"title":387,"description":388,"changelog":389,"showOnPricing":263,"tiers":392},"embedded-editor-tab-title","Embedded Editor Browser Tab Title","The browser tab title updates to reflect the active Node-RED canvas tab when working in the embedded editor.",[390],{"url":391,"release":375},"\u002Fchangelog\u002F2026\u002F03\u002Fembedded-editor-tab-title\u002F",{"edge":226,"hub":226,"fleet":226},{"id":394,"title":395,"features":396},"deploy","Deploy",[397,403,412,418,424,430,436,442,447],{"id":398,"title":399,"description":400,"docsLink":401,"tiers":402},"hosted-instances","Cloud Instances","Run Node-RED instances managed and hosted by FlowFuse.","\u002Fdocs\u002Fuser\u002Fintroduction\u002F#creating-a-node-red-instance",{"edge":226,"hub":226,"fleet":226},{"id":404,"title":405,"description":406,"docsLink":407,"changelog":408,"tiers":411},"edge-devices","Edge Instances","Deploy and mange your Node-RED instances on edge PLCs and gateways, with full visibility and control from the cloud.","\u002Fdocs\u002Fdevice-agent\u002Fintroduction\u002F",[409],{"url":410,"release":253},"\u002Fchangelog\u002F2026\u002F02\u002Fdevice-agent-nodejs-options\u002F",{"edge":226,"hub":263,"fleet":226},{"id":413,"title":414,"description":415,"docsLink":416,"tiers":417},"custom-hostnames","Custom Hostnames","Access your Node-RED application via your own domain name.","\u002Fdocs\u002Fuser\u002Fcustom-hostnames\u002F",{"edge":263,"hub":226,"fleet":263},{"id":419,"title":420,"description":421,"docsLink":422,"tiers":423},"mqtt-broker","MQTT Broker","Manage and create MQTT clients to transport data for efficient messaging and communication within your applications.","\u002Fdocs\u002Fuser\u002Fteambroker\u002F",{"edge":226,"hub":263,"fleet":226},{"id":425,"title":426,"description":427,"docsLink":428,"showOnPricing":263,"tiers":429},"project-nodes","Project Nodes aka seamless project comms","FlowFuse Project Nodes enable the passing of data and messages between your Node-RED projects.","\u002Fdocs\u002Fuser\u002Fprojectnodes\u002F",{"edge":226,"hub":226,"fleet":226},{"id":431,"title":432,"description":433,"docsLink":434,"tiers":435},"devops-pipelines","DevOps Pipelines","Set up different environments for development, testing, and production Node-RED instances to support a full software delivery lifecycle.","\u002Fdocs\u002Fuser\u002Fdevops-pipelines\u002F",{"edge":226,"hub":226,"fleet":226},{"id":437,"title":438,"description":439,"docsLink":440,"tiers":441},"git-integration","Git Integration","Back up your flows to a remote Git repository through a DevOps Pipeline. Supports GitHub and Azure DevOps repositories.","\u002Fdocs\u002Fuser\u002Fdevops-pipelines\u002F#git-repository-stage",{"edge":263,"hub":226,"fleet":263},{"id":443,"title":444,"description":445,"docsLink":440,"subfeature":226,"showOnPricing":263,"tiers":446},"git-integration-github","GitHub","Push and pull snapshots to GitHub repositories through DevOps Pipeline Git Stages.",{"edge":263,"hub":226,"fleet":263},{"id":448,"title":449,"description":450,"docsLink":440,"changelog":451,"subfeature":226,"showOnPricing":263,"tiers":454},"git-integration-azure","Azure DevOps","Push and pull snapshots to Azure DevOps repositories through DevOps Pipeline Git Stages.",[452],{"url":453,"release":375},"\u002Fchangelog\u002F2026\u002F03\u002Fazure-dev-ops-gitops\u002F",{"edge":263,"hub":226,"fleet":263},{"id":456,"title":457,"features":458},"operate-maintain","Operate & Maintain",[459,465,471,476,484,488,492,497,503,509,514,520,524,528],{"id":460,"title":461,"description":462,"docsLink":463,"tiers":464},"snapshots","Snapshots & Version History","Automatic snapshots on remote devices and hosted instances, plus a full version history timeline so you can roll back to any prior state.","\u002Fdocs\u002Fuser\u002Fsnapshots\u002F",{"edge":226,"hub":226,"fleet":226},{"id":466,"title":467,"description":468,"docsLink":469,"subfeature":226,"showOnPricing":263,"tiers":470},"auto-snapshot-remote","Auto Snapshot (Remote)","Automatically capture a snapshot every time a remote instance is deployed, so you always have a recoverable history of what was running on each device.","\u002Fdocs\u002Fuser\u002Fsnapshots\u002F#auto-snapshots",{"edge":226,"hub":226,"fleet":226},{"id":472,"title":473,"description":474,"docsLink":469,"subfeature":226,"showOnPricing":263,"tiers":475},"auto-snapshot-hosted","Auto Snapshot (Hosted)","Automatically capture a snapshot every time a hosted instance is deployed, so you always have a recoverable history of what was running.",{"edge":226,"hub":226,"fleet":226},{"id":477,"title":478,"description":479,"changelog":480,"subfeature":226,"showOnPricing":263,"tiers":483},"snapshot-comparison","Snapshot Comparison","Compare two snapshots side-by-side with a navigable diff view. Step through every changed, added, or deleted node and see property and code diffs.",[481],{"url":482,"release":375},"\u002Fchangelog\u002F2026\u002F04\u002Fsnapshot-diff-viewer\u002F",{"edge":226,"hub":226,"fleet":226},{"id":485,"title":486,"subfeature":226,"showOnPricing":263,"tiers":487},"version-history-timeline","Version History Timeline",{"edge":226,"hub":226,"fleet":226},{"id":489,"title":490,"tiers":491},"unlimited-workflow-executions","Unlimited Workflow Executions",{"edge":226,"hub":226,"fleet":226},{"id":493,"title":494,"description":495,"tiers":496},"device-fleet-updates","Device Fleet Updates","Connect to edge devices to quickly assess and update logic. 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teams.","\u002Fdocs\u002Fuser\u002Frole-based-access-control\u002F#application-level-rbac",{"edge":226,"hub":226,"fleet":226},{"id":581,"title":582,"description":583,"changelog":584,"subfeature":226,"showOnPricing":263,"tiers":587},"scoped-personal-access-tokens","Scoped Personal Access Tokens","Restrict a Personal Access Token to specific teams, limit it to read-only operations, or control whether it carries admin privileges.",[585],{"url":586,"release":316},"\u002Fchangelog\u002F2026\u002F07\u002Fscoped-pats\u002F",{"edge":226,"hub":226,"fleet":226},{"id":589,"title":590,"description":591,"docsLink":592,"showOnPricing":263,"tiers":593},"team-members","Team Members","Invite multiple team members to collaborate on the same Node-RED flows.","\u002Fdocs\u002Fuser\u002Fteam\u002F#teams",{"edge":226,"hub":226,"fleet":226},{"id":595,"title":596,"description":597,"docsLink":598,"showOnPricing":263,"tiers":599},"endpoint-security","Endpoint Security","Secure HTTP endpoints for hosted Node-RED 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fix",{"path":659,"title":660},"\u002Fchangelog\u002F2023\u002F10\u002Fresource-alerts","Resource Monitoring in Audit Log",{"path":662,"title":547},"\u002Fchangelog\u002F2023\u002F11\u002F2fa",{"path":664,"title":665},"\u002Fchangelog\u002F2023\u002F11\u002Fdefault-editor","Device Editor enabled by default",{"path":667,"title":668},"\u002Fchangelog\u002F2023\u002F11\u002Fdevices-in-pipelines","Devices in DevOps Pipelines",{"path":670,"title":671},"\u002Fchangelog\u002F2023\u002F11\u002Fproject-nodes-devices","Project Nodes for Devices",{"path":673,"title":674},"\u002Fchangelog\u002F2023\u002F12\u002Fbilling","No Credit Card required for billing",{"path":676,"title":677},"\u002Fchangelog\u002F2023\u002F12\u002Fblueprint-selection","Blueprint Selection Update",{"path":679,"title":680},"\u002Fchangelog\u002F2023\u002F12\u002Fdevice-groups","Device Groups",{"path":682,"title":683},"\u002Fchangelog\u002F2023\u002F12\u002Femail-alerting-node-red-crash","Email Alerts for Audit Log 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SSO",{"path":709,"title":710},"\u002Fchangelog\u002F2024\u002F01\u002Fstreamlined-device-assignment","Streamlined Device assignment",{"path":712,"title":713},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-auto-snapshot","Device Auto Snapshots",{"path":715,"title":716},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-instance-audit-logs","Device Instance Audit Logging",{"path":718,"title":719},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-onboarding-improvements","Device Onboarding Improvements",{"path":721,"title":722},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-pricing-change","Pricing change for Devices",{"path":724,"title":725},"\u002Fchangelog\u002F2024\u002F02\u002Finstance-auto-snapshots","Instance Auto Snapshots",{"path":727,"title":728},"\u002Fchangelog\u002F2024\u002F02\u002Fpostgresql-upgrade","PostgreSQL Version update",{"path":730,"title":731},"\u002Fchangelog\u002F2024\u002F03\u002Fbearer-token-authentication","Bearer Token Authentication for Node-RED 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Updates",{"path":832,"title":833},"\u002Fchangelog\u002F2024\u002F08\u002Fstatic-file-service-navigation-visibility","Static File Service Navigation and Visibility",{"path":835,"title":836},"\u002Fchangelog\u002F2024\u002F10\u002Fdevice-group-env-vars","Environment Variables for your Device Groups",{"path":838,"title":839},"\u002Fchangelog\u002F2024\u002F10\u002Fmqtt-service","MQTT Broker Service",{"path":841,"title":842},"\u002Fchangelog\u002F2024\u002F10\u002Fnotifications-bulk-actions","Managing Notifications",{"path":844,"title":845},"\u002Fchangelog\u002F2024\u002F10\u002Fsnapshot-download-upload-options","Snapshot Upload and Download Improvements",{"path":847,"title":486},"\u002Fchangelog\u002F2024\u002F10\u002Fversion-history-timeline",{"path":849,"title":850},"\u002Fchangelog\u002F2024\u002F11\u002Faudit-log-hierarchy","Audit logs show hierarchical events",{"path":852,"title":853},"\u002Fchangelog\u002F2024\u002F11\u002Fdevice-agent-release","Device Agent 3.0 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