[{"data":1,"prerenderedAt":1154},["ShallowReactive",2],{"blog-\u002Fblog\u002F2026\u002F06\u002Fflowfuse-release-2-31":3,"featureCatalog":227,"changelog-titles":619,"blog-all-for-related":1153},{"id":4,"title":5,"authors":6,"body":8,"cta":190,"date":194,"description":195,"extension":196,"features":197,"image":207,"lastUpdated":208,"meta":209,"navigation":206,"path":214,"release":215,"seo":216,"sitemap":217,"stem":218,"subtitle":219,"tags":220,"tldr":224,"video":225,"__hash__":226},"blog\u002Fblog\u002F2026\u002F06\u002Fflowfuse-release-2-31.md","FlowFuse 2.31: Agentic Development Now in Open Beta, FlowFuse Expert Builds Your Industrial App on Edge Devices",[7],"dimitrie-hoekstra",{"type":9,"value":10,"toc":181},"minimark",[11,15,20,26,35,38,42,45,96,104,108,137,141,144,151,154,158,173],[12,13,14],"p",{},"FlowFuse 2.31 lets FlowFuse Expert build your industrial application for you, now in open beta. Describe what you need, and Expert assembles it on your workspace.",[16,17,19],"h2",{"id":18},"let-flowfuse-expert-build-your-industrial-application","Let FlowFuse Expert build your industrial application",[12,21,22],{},[23,24,25],"em",{},"FlowFuse Expert is our integrated AI assistant, in the website, the platform, and the immersive Node-RED editor.",[12,27,28,29,34],{},"Describe what you want to build, an OEE dashboard, an MES handover screen, a UNS topic mapping, and FlowFuse Expert assembles the flow on your workspace for you. With 2.31 this moves out of soft launch into an open beta: switched on for your team on FlowFuse Cloud, no request needed. On Self-Hosted Enterprise, ",[30,31,33],"a",{"href":32},"\u002Fcontact-us\u002F","contact us"," to get it set up; self-hosted setup is not automatic, it requires a provisioning token and configuring the bridge.",[12,36,37],{},"It now works on Remote Instances as well as Hosted Instances, so you get the same build-it-for-me experience across both. Agentic flow building requires the nr-assistant plugin at v0.16.0 or newer, and FlowFuse Expert will let you know when an update is available in your instance's immersive editor.",[16,39,41],{"id":40},"certified-nodes-for-industrial-connectivity-and-ai","Certified Nodes for industrial connectivity and AI",[12,43,44],{},"FlowFuse now offers certified nodes: vetted, FlowFuse-supported nodes you can add to your instances. At launch you can get:",[46,47,48,56,62],"ul",{},[49,50,51,55],"li",{},[52,53,54],"strong",{},"RTSP",": bring live video streams into your flows, like camera feeds for monitoring, inspection, or feeding frames into a vision or AI pipeline.",[49,57,58,61],{},[52,59,60],{},"OPC UA",": connect to your industrial equipment, the standard for talking to PLCs, SCADA systems, and machines on the plant floor.",[49,63,64,67,68,82,85,86,90,91,95],{},[52,65,66],{},"AI nodes",": call leading AI models straight from your flows, with more providers following soon:",[46,69,70,73,76,79],{},[49,71,72],{},"Anthropic",[49,74,75],{},"OpenAI",[49,77,78],{},"Gemini",[49,80,81],{},"Ollama, for models you run yourself",[83,84],"br",{},"These first LLM nodes handle single-shot, text-in\u002Ftext-out calls; see the ",[30,87,89],{"href":88},"\u002Fnode-red\u002Fflowfuse\u002Fai\u002Fllm-nodes\u002F","LLM nodes documentation"," for details. Multimodal input, conversation history, and tool calling are planned for follow-up iterations. They join the FlowFuse AI Nodes package we ",[30,92,94],{"href":93},"\u002Fchangelog\u002F2025\u002F10\u002Fonnx-nodes\u002F","shipped in 2.23",", which already includes the ONNX Inference, Image Classification, Object Detection, and Image Depth Estimation nodes for running vision and custom models on-device, with no external API calls.",[12,97,98,99,103],{},"Certified Nodes are available to FlowFuse Cloud customers as of this release, with Self-Hosted Enterprise support arriving in the next release (2.32). ",[30,100,102],{"href":101},"\u002Fcontact-us\u002F?subject=Certified%20Nodes","Get in touch with sales"," or your customer success manager, and we'll enable the ones your team needs.",[16,105,107],{"id":106},"what-else-is-new","What else is new?",[46,109,110,121,127],{},[49,111,112,115,116,120],{},[52,113,114],{},"Control over where AI runs:"," FlowFuse Cloud enables AI by default and you can toggle it per team. For Self-Hosted Enterprise, it is opt-in configurable for the platform via the ",[117,118,119],"code",{},"ai.enabled"," configuration option. Once enabled, the same per team control is possible.",[49,122,123,126],{},[52,124,125],{},"Custom CA certificates"," are now documented for environments that need them.",[49,128,129,132,133,136],{},[52,130,131],{},"Smaller fixes",": secure (",[117,134,135],{},"wss:\u002F\u002F",") connections to your MQTT broker now work from the editor, and custom packages with uppercase names no longer break pipeline deploys.",[16,138,140],{"id":139},"a-quick-note-from-our-team-off-site-in-greece","A quick note from our team off-site in Greece",[12,142,143],{},"We spent part of this cycle together in Greece for a full-company off-site, and it shaped what you see (and do not yet see) in 2.31.",[12,145,146],{},[147,148],"img",{"alt":149,"src":150},"The FlowFuse team in Greece","\u002Fblog\u002F2026\u002F06\u002Fimages\u002Foffsite-team.jpg",[12,152,153],{},"Getting everyone in one place let us reset our roadmaps and how we work, the kind of introspection that is hard to do day-to-day and fully remote. It is also why 2.31 is lighter on big features: a lot of this month went into foundational groundwork for what is coming next. We will share more soon.",[155,156],"hr",{"style":157},"margin: 3rem 0; border: 0; border-top: 1px solid #D1D5DB;",[12,159,160,161,165,166,172],{},"For detailed breakdowns of each feature with additional visuals, visit our ",[30,162,164],{"href":163},"\u002Fchangelog\u002F","changelog",". For the complete list of everything included in FlowFuse 2.31, check out the ",[30,167,171],{"href":168,"rel":169},"https:\u002F\u002Fgithub.com\u002FFlowFuse\u002Fflowfuse\u002Freleases",[170],"nofollow","release notes",".",[12,174,175,176,180],{},"If something in this release improves your workflow, or if there is still friction we can remove, please ",[30,177,179],{"href":178},"mailto:contact@flowfuse.com?subject=Feedback%20on%202.31","share feedback or report issues regarding this release"," with us.",{"title":182,"searchDepth":183,"depth":183,"links":184},"",4,[185,187,188,189],{"id":18,"depth":186,"text":19},2,{"id":40,"depth":186,"text":41},{"id":106,"depth":186,"text":107},{"id":139,"depth":186,"text":140},{"type":191,"title":192,"description":193},"contact","Get FlowFuse Expert and Certified Nodes enabled for your team","Agentic development is in open beta and Certified Nodes are available on request. Get in touch and we'll set your team up.","2026-06-04","In FlowFuse 2.31, FlowFuse Expert builds your industrial application for you, now an open beta on FlowFuse Cloud and Self-Hosted Enterprise, and working on Remote Instances as well as Hosted ones. Plus per-team and platform-level AI controls and real-time platform updates.","md",[198,200,204],{"id":199,"heading":19},"flowfuse-expert-application-building",{"id":201,"heading":41},[202,203],"certified-nodes-it","certified-nodes-ot",{"heading":107,"tiers":205},{"edge":206,"hub":206,"fleet":206},true,"\u002Fblog\u002F2026\u002F06\u002Fimages\u002Fflowfuse-release-2-31.jpg",null,{"excerpt":210},{"type":9,"value":211},[212],[12,213,14],{},"\u002Fblog\u002F2026\u002F06\u002Fflowfuse-release-2-31","2.31",{"title":5,"description":195},{"loc":214},"blog\u002F2026\u002F06\u002Fflowfuse-release-2-31","FlowFuse Expert can now build your industrial application on both Hosted and Remote Instances, on FlowFuse Cloud and now Self-Hosted Enterprise. Plus per-team and platform-level AI controls and real-time platform updates.",[221,222,223],"flowfuse","news","releases","FlowFuse 2.31 brings agentic application building to open beta: describe what you want and FlowFuse Expert builds it on your Node-RED workspace. Plus new Certified Nodes (RTSP, OPC UA, AI) and per-team and platform-level control over AI.","r6f3w6KKI-E","iWRLLEMAmr8WSDu4zkocndTrf4ie4ayrgfzreEha-8c",{"id":228,"extension":229,"meta":230,"sections":231,"stem":617,"__hash__":618},"featureCatalog\u002Ffeature-catalog.yml","yml",{},[232,282,383,445,522,599],{"id":233,"title":234,"features":235},"ai-automation","AI & Automation",[236,246,256,265,271,277],{"id":237,"title":238,"description":239,"docsLink":240,"changelog":241,"tiers":245},"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",[242],{"url":243,"release":244},"\u002Fchangelog\u002F2026\u002F02\u002Fff-expert-update-banner\u002F","2.28",{"edge":206,"hub":206,"fleet":206},{"id":247,"title":248,"description":249,"docsLink":250,"changelog":251,"subfeature":206,"showOnPricing":254,"tiers":255},"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",[252],{"url":253,"release":244},"\u002Fchangelog\u002F2026\u002F02\u002Fff-expert-debug-log-context\u002F",false,{"edge":206,"hub":206,"fleet":206},{"id":199,"title":257,"description":258,"docsLink":259,"changelog":260,"subfeature":206,"showOnPricing":254,"tiers":264},"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",[261],{"url":262,"release":263},"\u002Fchangelog\u002F2026\u002F05\u002Fexpert-application-building\u002F","2.30",{"edge":206,"hub":206,"fleet":206},{"id":266,"title":267,"description":268,"docsLink":269,"subfeature":206,"beta":206,"showOnPricing":254,"tiers":270},"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":206,"hub":206,"fleet":206},{"id":272,"title":273,"description":274,"docsLink":275,"tiers":276},"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":206,"hub":206,"fleet":206},{"id":278,"title":279,"description":280,"tiers":281},"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":206,"hub":206,"fleet":206},{"id":283,"title":284,"features":285},"build","Build",[286,292,298,308,314,320,324,330,336,344,350,354,358,367,375],{"id":287,"title":288,"description":289,"docsLink":290,"tiers":291},"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":206,"hub":254,"fleet":206},{"id":293,"title":294,"description":295,"docsLink":296,"tiers":297},"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":206,"hub":206,"fleet":206},{"id":299,"title":300,"description":301,"docsLink":302,"changelog":303,"tiers":307},"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",[304],{"url":305,"release":306},"\u002Fchangelog\u002F2026\u002F07\u002Fexpert-tables-automation\u002F","2.33",{"edge":206,"hub":206,"fleet":206},{"id":309,"title":310,"description":311,"docsLink":312,"tiers":313},"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":206,"hub":206,"fleet":206},{"id":315,"title":316,"description":317,"docsLink":318,"showOnPricing":254,"tiers":319},"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":206,"hub":206,"fleet":206},{"id":321,"title":322,"showOnPricing":254,"tiers":323},"static-assets","Static Assets",{"edge":206,"hub":206,"fleet":206},{"id":325,"title":326,"description":327,"docsLink":328,"tiers":329},"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":206,"hub":206,"fleet":206},{"id":331,"title":332,"description":333,"docsLink":334,"tiers":335},"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":206,"hub":206,"fleet":206},{"id":337,"title":338,"description":339,"changelog":340,"subfeature":206,"showOnPricing":254,"tiers":343},"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.",[341],{"url":342,"release":306},"\u002Fchangelog\u002F2026\u002F07\u002Fteam-and-application-dashboards\u002F",{"edge":206,"hub":206,"fleet":206},{"id":345,"title":346,"description":347,"docsLink":348,"tiers":349},"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":206,"hub":206,"fleet":206},{"id":351,"title":352,"subfeature":206,"showOnPricing":254,"tiers":353},"blueprints-ot-apps","Blueprints - OT APPS",{"edge":206,"hub":254,"fleet":206},{"id":355,"title":356,"subfeature":206,"showOnPricing":254,"tiers":357},"blueprints-it-apps","Blueprints - IT APPS",{"edge":254,"hub":206,"fleet":254},{"id":359,"title":360,"description":361,"changelog":362,"showOnPricing":254,"tiers":366},"immersive-editor-snapshots","Snapshot Details in Immersive Editor","View and manage snapshot details directly inside the immersive editor without leaving your editing session.",[363],{"url":364,"release":365},"\u002Fchangelog\u002F2026\u002F03\u002Fsnapshot-detail-modal-immersive-editor\u002F","2.29",{"edge":206,"hub":206,"fleet":206},{"id":368,"title":369,"description":370,"changelog":371,"showOnPricing":254,"tiers":374},"immersive-editor-drawer","Customisable Immersive Editor Drawer","Pin, move, resize, or full-screen the immersive editor drawer. Your preferences are remembered between sessions.",[372],{"url":373,"release":263},"\u002Fchangelog\u002F2026\u002F04\u002Fimmersive-editor-drawer\u002F",{"edge":206,"hub":206,"fleet":206},{"id":376,"title":377,"description":378,"changelog":379,"showOnPricing":254,"tiers":382},"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.",[380],{"url":381,"release":365},"\u002Fchangelog\u002F2026\u002F03\u002Fembedded-editor-tab-title\u002F",{"edge":206,"hub":206,"fleet":206},{"id":384,"title":385,"features":386},"deploy","Deploy",[387,393,402,408,414,420,426,432,437],{"id":388,"title":389,"description":390,"docsLink":391,"tiers":392},"hosted-instances","Cloud Instances","Run Node-RED instances managed and hosted by FlowFuse.","\u002Fdocs\u002Fuser\u002Fintroduction\u002F#creating-a-node-red-instance",{"edge":206,"hub":206,"fleet":206},{"id":394,"title":395,"description":396,"docsLink":397,"changelog":398,"tiers":401},"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",[399],{"url":400,"release":244},"\u002Fchangelog\u002F2026\u002F02\u002Fdevice-agent-nodejs-options\u002F",{"edge":206,"hub":254,"fleet":206},{"id":403,"title":404,"description":405,"docsLink":406,"tiers":407},"custom-hostnames","Custom Hostnames","Access your Node-RED application via your own domain name.","\u002Fdocs\u002Fuser\u002Fcustom-hostnames\u002F",{"edge":254,"hub":206,"fleet":254},{"id":409,"title":410,"description":411,"docsLink":412,"tiers":413},"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":206,"hub":254,"fleet":206},{"id":415,"title":416,"description":417,"docsLink":418,"showOnPricing":254,"tiers":419},"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":206,"hub":206,"fleet":206},{"id":421,"title":422,"description":423,"docsLink":424,"tiers":425},"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":206,"hub":206,"fleet":206},{"id":427,"title":428,"description":429,"docsLink":430,"tiers":431},"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":254,"hub":206,"fleet":254},{"id":433,"title":434,"description":435,"docsLink":430,"subfeature":206,"showOnPricing":254,"tiers":436},"git-integration-github","GitHub","Push and pull snapshots to GitHub repositories through DevOps Pipeline Git Stages.",{"edge":254,"hub":206,"fleet":254},{"id":438,"title":439,"description":440,"docsLink":430,"changelog":441,"subfeature":206,"showOnPricing":254,"tiers":444},"git-integration-azure","Azure DevOps","Push and pull snapshots to Azure DevOps repositories through DevOps Pipeline Git Stages.",[442],{"url":443,"release":365},"\u002Fchangelog\u002F2026\u002F03\u002Fazure-dev-ops-gitops\u002F",{"edge":254,"hub":206,"fleet":254},{"id":446,"title":447,"features":448},"operate-maintain","Operate & Maintain",[449,455,461,466,474,478,482,487,493,499,504,510,514,518],{"id":450,"title":451,"description":452,"docsLink":453,"tiers":454},"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":206,"hub":206,"fleet":206},{"id":456,"title":457,"description":458,"docsLink":459,"subfeature":206,"showOnPricing":254,"tiers":460},"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":206,"hub":206,"fleet":206},{"id":462,"title":463,"description":464,"docsLink":459,"subfeature":206,"showOnPricing":254,"tiers":465},"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":206,"hub":206,"fleet":206},{"id":467,"title":468,"description":469,"changelog":470,"subfeature":206,"showOnPricing":254,"tiers":473},"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.",[471],{"url":472,"release":365},"\u002Fchangelog\u002F2026\u002F04\u002Fsnapshot-diff-viewer\u002F",{"edge":206,"hub":206,"fleet":206},{"id":475,"title":476,"subfeature":206,"showOnPricing":254,"tiers":477},"version-history-timeline","Version History Timeline",{"edge":206,"hub":206,"fleet":206},{"id":479,"title":480,"tiers":481},"unlimited-workflow-executions","Unlimited Workflow Executions",{"edge":206,"hub":206,"fleet":206},{"id":483,"title":484,"description":485,"tiers":486},"device-fleet-updates","Device Fleet Updates","Connect to edge devices to quickly assess and update logic. Debug one device and roll out improvements to your fleet in minutes, securely without requiring full device access for your whole organisation.",{"edge":206,"hub":254,"fleet":206},{"id":488,"title":489,"description":490,"docsLink":491,"tiers":492},"device-group-management","Device Group Management","Logically group devices assigned to an application and integrate device groups into your DevOps Pipeline for coordinated fleet updates.","\u002Fdocs\u002Fuser\u002Fdevice-groups\u002F",{"edge":206,"hub":254,"fleet":206},{"id":494,"title":495,"description":496,"docsLink":497,"tiers":498},"high-availability","High Availability","Leverage horizontal scaling for reliable and scalable processing of your data through Node-RED.","\u002Fdocs\u002Fuser\u002Fhigh-availability\u002F",{"edge":254,"hub":206,"fleet":254},{"id":500,"title":501,"description":502,"tiers":503},"performance-monitoring","Performance Monitoring & Alerts","Track CPU, memory, and event loop performance across your instances and devices, with email alerts when something needs your attention.",{"edge":206,"hub":206,"fleet":206},{"id":505,"title":506,"description":507,"docsLink":508,"subfeature":206,"showOnPricing":254,"tiers":509},"instance-monitoring","Instance Monitoring","Enable alerts to be sent via email when your Node-RED instances encounter issues.","\u002Fdocs\u002Fuser\u002Finstance-settings\u002F#alerts",{"edge":206,"hub":206,"fleet":206},{"id":511,"title":512,"subfeature":206,"showOnPricing":254,"tiers":513},"email-alerts","Email Alerts",{"edge":206,"hub":206,"fleet":206},{"id":515,"title":516,"showOnPricing":254,"tiers":517},"api-debug-length-limit","API\u002FDebug Length Limit",{"edge":206,"hub":206,"fleet":206},{"id":519,"title":520,"tiers":521},"protected-instances","Protected Instances",{"edge":254,"hub":206,"fleet":254},{"id":523,"title":524,"features":525},"govern-secure","Govern and Secure",[526,535,541,546,550,556,562,568,576,582,588,594],{"id":527,"title":528,"description":529,"docsLink":530,"changelog":531,"tiers":534},"single-sign-on","Single Sign-On (SSO)","Configure FlowFuse to work with your own SSO provider, allowing users to access FlowFuse with a single set of login credentials.","\u002Fdocs\u002Fadmin\u002Fsso\u002F",[532],{"url":533,"release":306},"\u002Fchangelog\u002F2026\u002F07\u002Fapplication-sso-groups\u002F",{"edge":206,"hub":206,"fleet":206},{"id":536,"title":537,"description":538,"docsLink":539,"tiers":540},"two-factor-authentication","Two-Factor Authentication","Two-factor authentication adds an extra layer of security to your FlowFuse account.","\u002Fdocs\u002Fuser\u002Fuser-settings\u002F#two-factor-authentication",{"edge":206,"hub":206,"fleet":206},{"id":202,"title":542,"description":543,"docsLink":544,"tiers":545},"Certified Nodes - IT","IT certified node bundle includes: Redis, MQTT, HTTP Request, AI nodes (Gemini, Claude, ChatGPT, Ollama), MCP Server","\u002Fblog\u002F2025\u002F07\u002Fcertified-nodes-v2\u002F",{"edge":254,"hub":206,"fleet":206},{"id":203,"title":547,"description":548,"tiers":549},"Certified OT Connections - OPC-UA, Modbus, etc.","OT certified node bundle includes: OPC-UA, Modbus TCP & RTU, RTSP, EtherNet\u002FIP, AI nodes (Gemini, Claude, ChatGPT, Ollama), MCP Server",{"edge":206,"hub":254,"fleet":254},{"id":551,"title":552,"description":553,"docsLink":554,"tiers":555},"audit-log","Audit Log","Keep track of everything going on in your Node-RED instances and FlowFuse. Audit Logs provide details on what actions have taken place, when they happened, and who did them.","\u002Fdocs\u002Fuser\u002Flogs\u002F#audit-log",{"edge":206,"hub":206,"fleet":206},{"id":557,"title":558,"description":559,"docsLink":560,"tiers":561},"role-based-access-control","Role-Based Access Control","Control who can do what at both the team and application level, from viewers to admins.","\u002Fdocs\u002Fuser\u002Frole-based-access-control\u002F",{"edge":206,"hub":206,"fleet":206},{"id":563,"title":564,"description":565,"docsLink":566,"subfeature":206,"showOnPricing":254,"tiers":567},"application-level-rbac","Application-Level RBAC","Fine-grained access control per application, allowing team members to have different permission levels across different applications without requiring separate 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SSO",{"path":697,"title":698},"\u002Fchangelog\u002F2024\u002F01\u002Fstreamlined-device-assignment","Streamlined Device assignment",{"path":700,"title":701},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-auto-snapshot","Device Auto Snapshots",{"path":703,"title":704},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-instance-audit-logs","Device Instance Audit Logging",{"path":706,"title":707},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-onboarding-improvements","Device Onboarding Improvements",{"path":709,"title":710},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-pricing-change","Pricing change for Devices",{"path":712,"title":713},"\u002Fchangelog\u002F2024\u002F02\u002Finstance-auto-snapshots","Instance Auto Snapshots",{"path":715,"title":716},"\u002Fchangelog\u002F2024\u002F02\u002Fpostgresql-upgrade","PostgreSQL Version update",{"path":718,"title":719},"\u002Fchangelog\u002F2024\u002F03\u002Fbearer-token-authentication","Bearer Token Authentication for Node-RED 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Diagnostics",{"path":867,"title":868},"\u002Fchangelog\u002F2025\u002F01\u002Fteam-level-groups","Team level view of Groups",{"path":870,"title":871},"\u002Fchangelog\u002F2025\u002F02\u002Fadditional-device-version-history-events","New Remote Instances Version History Events",{"path":873,"title":874},"\u002Fchangelog\u002F2025\u002F02\u002Fbroker-error-feedback","Improved Broker Connection Feedback",{"path":876,"title":877},"\u002Fchangelog\u002F2025\u002F02\u002Fdevice-agent-updates","FlowFuse User Authentication on Remote Instances",{"path":879,"title":476},"\u002Fchangelog\u002F2025\u002F02\u002Fdevice-version-history-timeline",{"path":881,"title":882},"\u002Fchangelog\u002F2025\u002F02\u002Fexternal-brokers","External MQTT Brokers",{"path":884,"title":885},"\u002Fchangelog\u002F2025\u002F02\u002Fmqtt-schema-suggestions","MQTT Smart Schema Suggestions",{"path":887,"title":888},"\u002Fchangelog\u002F2025\u002F02\u002Fresend-and-extend-team-invitation-expiration","Re-send Team 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