[{"data":1,"prerenderedAt":1116},["ShallowReactive",2],{"blog-\u002Fblog\u002F2026\u002F02\u002Fedge-ai-is-80-percent-pipeline-and-20-percent-ai":3,"featureCatalog":187,"changelog-titles":581,"blog-all-for-related":1115},{"id":4,"title":5,"authors":6,"body":8,"cta":161,"date":165,"description":166,"extension":167,"features":168,"image":169,"lastUpdated":168,"meta":170,"navigation":176,"path":177,"release":168,"seo":178,"sitemap":179,"stem":180,"subtitle":181,"tags":182,"tldr":185,"video":168,"__hash__":186},"blog\u002Fblog\u002F2026\u002F02\u002Fedge-ai-is-80-percent-pipeline-and-20-percent-ai.md","Edge AI Is 80% Plumbing, 20% Intelligence",[7],"sumit-shinde",{"type":9,"value":10,"toc":157},"minimark",[11,15,18,21,24,27,37,40,43,46,49,52,60,63,66,69,72,75,78,90,98,101,104,107,130,133,136,139,142,145],[12,13,14],"p",{},"The model is the easy part. I know that is not what you were told. But it is true, and somewhere between your third deployment and your first production fire, you will stop arguing with it.",[12,16,17],{},"Edge AI is infrastructure work. Unglamorous, load-bearing, invisible-until-it-breaks infrastructure work with a neural network sitting on top of it like a trophy on a foundation nobody inspected. The 20% is the trophy. The 80% is everything underneath it.",[12,19,20],{},"Most Edge AI projects do not fail because the model was wrong. They fail because nobody budgeted for the plumbing, nobody respected the plumbing, and everybody assumed the plumbing would figure itself out.",[12,22,23],{},"It does not figure itself out.",[12,25,26],{},"Here is what I have watched happen, repeatedly, across manufacturing facilities that were serious about Edge AI, staffed it well, and still could not get past the pilot: the model worked. The demo worked. The business case was real. And then the project stalled. Not because the technology failed, but because the infrastructure the technology needed to survive in an actual plant was never built.",[12,28,29,36],{},[30,31,35],"a",{"href":32,"rel":33},"https:\u002F\u002Fwww.mckinsey.com\u002Fcapabilities\u002Fpeople-and-organizational-performance\u002Four-insights\u002Fthe-organization-blog\u002Favoid-pilot-purgatory-in-7-steps",[34],"nofollow","McKinsey put a number on this: 84% of manufacturers pursuing IIoT were stuck in pilot mode",". More than a quarter for over two years. In the years since, the models have gotten better, the hardware has gotten cheaper, and the percentage has not moved. That tells you the model was never the constraint.",[12,38,39],{},"What is the constraint? Data your system can actually trust. Updates that reach hardware you cannot physically touch. Security that was designed in, not bolted on. Monitoring that catches a drifting model before it causes a quality escape. And an operating model that answers, before something breaks at 3 a.m., who owns this: IT or OT.",[12,41,42],{},"None of that is in the vendor's proposal. All of it determines whether the vendor's proposal is worth anything.",[12,44,45],{},"The factory your AI vendor designed their solution for has clean data, modern equipment, stable connectivity, and IT and OT teams working from a shared operating model. That factory is a useful abstraction. It is not your plant.",[12,47,48],{},"Your plant has PLCs from three different vendors. A historian configured in 2009 that your OT team will not let anyone touch because the last time someone touched it, production stopped for four hours. Legacy equipment on the shop floor with no digital interface, because when it was commissioned, \"digital interface\" was not a specification category that existed. Sensor data in proprietary formats. Timestamps that do not align across systems. Protocols that your IT team has never heard of and your OT team has been working around for a decade.",[12,50,51],{},"Before a single inference runs at the edge, someone has to collect and normalize data from all of that. Protocol translation. Context tagging. Historian integration. That work is months of engineering. It is almost never scoped. And when it surfaces, it is always described as a surprise, even though everyone in the plant knew it was there.",[12,53,54,55,59],{},"This is why ",[30,56,58],{"href":57},"\u002Fnode-red\u002F","Node-RED"," matters in manufacturing in a way that nothing else quite does. It was built for exactly this problem: connecting things that were never designed to talk to each other. Modbus, OPC-UA, Siemens S7, MQTT. Thousands of community-built nodes covering the full reality of what is on the factory floor, not the idealized version. Your OT engineers, the people who actually understand the equipment, can build integration flows without waiting for scarce software developers. The domain knowledge that has been locked in people's heads for years can finally become logic that runs.",[12,61,62],{},"But Node-RED alone is a development tool. Running it in production, across a fleet of edge devices in multiple facilities, is a different problem entirely. And that gap, between a working flow on one machine and a reliable, managed, auditable deployment across your entire operation, is precisely where most IIoT projects quietly fall apart.",[12,64,65],{},"FlowFuse was built to close that gap. Both gaps, actually. Because the problem in manufacturing is not just that the infrastructure is hard. It is that building the intelligence on top of it is also harder than the demos suggest, and most teams are doing both with the wrong tools.",[12,67,68],{},"The OT engineer who has spent fifteen years learning one plant's quirks is not going to become a software developer. That was never a realistic ask. But they understand the equipment better than anyone who might be hired to build integrations for it, and if the tooling respects that knowledge, they can do the integration work themselves. Node-RED was the first tool in this space that actually respected that. Not because it simplified the problem, but because it let domain expertise drive the solution.",[12,70,71],{},"FlowFuse starts from that same premise and takes it further, into the territory Node-RED was never designed to handle alone.",[12,73,74],{},"Take what happens when you want to put a model in production. You have a data scientist who trained something useful, a predictive maintenance model, an anomaly detector, a vision system for defect classification. The model is accurate. It works on their laptop. And then there is the question of where it actually lives, how OT can interact with it, what happens when it needs to be retrained, and who owns it when something goes wrong at 2 a.m. on a Saturday.",[12,76,77],{},"In most deployments, nobody has a good answer to any of those questions. The model ends up in a container somewhere that only the data scientist understands, connected to the plant by a fragile handshake that no one wants to touch. The OT team treats it like a black box because it is a black box.",[12,79,80,84,85,89],{},[30,81,83],{"href":82},"\u002Fnode-red\u002Fflowfuse\u002Fai\u002Fonxx\u002F","FlowFuse's ONNX nodes"," change that by putting the model where OT engineers already work. You train, you export, you deploy it as a node in a flow, alongside the Modbus reads, the historian writes, the MQTT publishes. The inference runs locally, on the edge device, no cloud round trip, no latency the line cannot afford. When we ",[30,86,88],{"href":87},"\u002Fblog\u002F2026\u002F02\u002Fmotor-anomaly-detector-ai\u002F","deployed a motor anomaly detector this way",", the thing that changed was not the model's accuracy. It was that the people running the line could see what the model was looking at, wire its output to the control logic themselves, and update it through the same pipeline they use for everything else. That is not a convenience improvement. That is the difference between a model that gets maintained and a model that gets abandoned.",[12,91,92,93,97],{},"The same logic applies to the ",[30,94,96],{"href":95},"\u002Fdocs\u002Fuser\u002Fexpert\u002F","FlowFuse Expert",". OT engineers are not waiting for JavaScript fluency. They know the equipment; they know what they need the flow to do; they just get slowed down in the translation between that knowledge and working code. The Expert handles the boilerplate, autocompletes flows, generates function node logic from a plain-language description, explains what a set of nodes does in terms that make sense. It is not a general-purpose chatbot bolted onto an IDE. It was trained on Node-RED and FlowFuse specifically, which means it gives answers that work in industrial contexts rather than answers that look plausible until you try to run them. For teams where the backlog of integration work is longer than the list of people who can do it, that matters.",[12,99,100],{},"And then there is the part that breaks most programs before they get to ask any of these questions: operating at fleet scale.",[12,102,103],{},"One Node-RED instance, on one machine, managed by the person who set it up, is survivable. Ten devices across two facilities, or a hundred devices across a global operation, is a different problem. You need to push an update to a device on a production line in a facility in another country, and you need to know it landed correctly, and you need to be able to roll it back in under five minutes if it did not. You need to prove, to an auditor or a regulator, exactly which software version was running on which device at which moment. You need to be sure that when a device is decommissioned, its credentials are gone and its configuration is immediately invalidated.",[12,105,106],{},"None of that is possible with stock Node-RED. All of it is table stakes in a real manufacturing environment.",[12,108,109,110,114,115,119,120,124,125,129],{},"FlowFuse's ",[30,111,113],{"href":112},"\u002Fblog\u002F2024\u002F09\u002Fnode-red-version-control-with-snapshots\u002F","snapshot-based"," deployments give you a tested, versioned, rollback-capable pipeline for every device in your fleet. ",[30,116,118],{"href":117},"\u002Fblog\u002F2024\u002F10\u002Fhow-to-build-automate-devops-pipelines-node-red-deployments\u002F","Staged rollouts"," let you push to a test group first, validate behavior in real conditions, and then promote to production, the same discipline software engineering spent twenty years learning, now available to the people managing industrial edge infrastructure. ",[30,121,123],{"href":122},"\u002Fblog\u002F2024\u002F04\u002Frole-based-access-control-rbac-for-node-red-with-flowfuse\u002F","Role-based access control",", ",[30,126,128],{"href":127},"\u002Fblog\u002F2024\u002F07\u002Fhow-to-setup-sso-saml-for-the-node-red\u002F","SSO integration",", and a complete audit trail are in the architecture, not added later when someone asks for them. In automotive, pharmaceutical, and food manufacturing, where you need to prove exactly which software version was running on which device at which moment, that audit trail is not a reporting feature. It is compliance infrastructure.",[12,131,132],{},"The manufacturers who escape pilot purgatory are not the ones with better models. They are the ones who decided, before the model was ever deployed, that the infrastructure was the product. The model is a feature. What makes the feature reliable, observable, and maintainable, across a fleet of heterogeneous devices, in real plants, over years, is everything underneath it.",[12,134,135],{},"FlowFuse is that infrastructure. Not because it is the most technically sophisticated platform available, but because it was built for the actual factory floor: the PLCs from three vendors, the historian nobody wants to touch, the protocols IT has never heard of, the OT engineers who know more about this equipment than anyone who might be hired to replace them. It meets the plant where it is. That is a harder design constraint than building for the idealized version.",[12,137,138],{},"The conference circuit will keep celebrating the 20%. The benchmark results, the accuracy curves, the inference speeds. That work matters. But it is not what separates the manufacturers generating real operational value from the ones still running the same pilot they started two years ago.",[12,140,141],{},"What separates them is the plumbing.",[12,143,144],{},"Build it on something that understands where you are starting from.",[12,146,147],{},[148,149,150,151,156],"em",{},"If you are running Node-RED in production today, or trying to, FlowFuse is the operational layer that makes it scale. Device management, snapshot deployments, DevOps pipelines, ONNX-based AI inference, and the FlowFuse Expert to build faster, all built specifically for industrial environments. ",[30,152,155],{"href":153,"rel":154},"https:\u002F\u002Fapp.flowfuse.com\u002Faccount\u002Fcreate",[34],"Start a 30-day free trial today",". No abstractions. No greenfield assumptions. Just the infrastructure your plant actually needs.",{"title":158,"searchDepth":159,"depth":159,"links":160},"",4,[],{"type":162,"title":163,"description":164},"sign-up","Build the Plumbing That Makes AI Actually Work","FlowFuse is the operational layer that takes Node-RED to production, device management, snapshot deployments, ONNX-based AI inference, and DevOps pipelines built specifically for the factory floor.","2026-02-27","Learn how manufacturers are turning Edge AI pilots into production reality, and why the plumbing matters more than the model.","md",null,"\u002Fblog\u002F2026\u002F02\u002Fimages\u002Fedge-ai-is-80-20.png",{"keywords":171,"excerpt":172},"Edge AI, Industrial IoT, IIoT, manufacturing AI, Edge AI deployment, AI pilot to production, Node-RED, FlowFuse, ONNX, predictive maintenance, anomaly detection, edge device management, industrial automation, OT IT convergence",{"type":9,"value":173},[174],[12,175,14],{},true,"\u002Fblog\u002F2026\u002F02\u002Fedge-ai-is-80-percent-pipeline-and-20-percent-ai",{"title":5,"description":166},{"loc":177},"blog\u002F2026\u002F02\u002Fedge-ai-is-80-percent-pipeline-and-20-percent-ai","Why your Edge AI pilot is still a pilot.",[183,184],"flowfuse","ai","Edge AI projects stall not because models are inaccurate, but because the infrastructure underneath them data normalization, fleet management, secure updates, and monitoring was never properly built. FlowFuse and Node-RED together provide the operational layer that bridges the gap between a working pilot and a reliable production deployment across real factory environments.","bqEQWpaVXIFKn-Ocwod_a889zdUZomP9HT2Hn-_XTaM",{"id":188,"extension":189,"meta":190,"sections":191,"stem":579,"__hash__":580},"featureCatalog\u002Ffeature-catalog.yml","yml",{},[192,242,343,405,482,561],{"id":193,"title":194,"features":195},"ai-automation","AI & Automation",[196,205,215,225,231,237],{"id":197,"title":198,"description":199,"docsLink":95,"changelog":200,"tiers":204},"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.",[201],{"url":202,"release":203},"\u002Fchangelog\u002F2026\u002F02\u002Fff-expert-update-banner\u002F","2.28",{"edge":176,"hub":176,"fleet":176},{"id":206,"title":207,"description":208,"docsLink":209,"changelog":210,"subfeature":176,"showOnPricing":213,"tiers":214},"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",[211],{"url":212,"release":203},"\u002Fchangelog\u002F2026\u002F02\u002Fff-expert-debug-log-context\u002F",false,{"edge":176,"hub":176,"fleet":176},{"id":216,"title":217,"description":218,"docsLink":219,"changelog":220,"subfeature":176,"showOnPricing":213,"tiers":224},"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",[221],{"url":222,"release":223},"\u002Fchangelog\u002F2026\u002F05\u002Fexpert-application-building\u002F","2.30",{"edge":176,"hub":176,"fleet":176},{"id":226,"title":227,"description":228,"docsLink":229,"subfeature":176,"beta":176,"showOnPricing":213,"tiers":230},"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":176,"hub":176,"fleet":176},{"id":232,"title":233,"description":234,"docsLink":235,"tiers":236},"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":176,"hub":176,"fleet":176},{"id":238,"title":239,"description":240,"tiers":241},"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":176,"hub":176,"fleet":176},{"id":243,"title":244,"features":245},"build","Build",[246,252,258,268,274,280,284,290,296,304,310,314,318,327,335],{"id":247,"title":248,"description":249,"docsLink":250,"tiers":251},"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":176,"hub":213,"fleet":176},{"id":253,"title":254,"description":255,"docsLink":256,"tiers":257},"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":176,"hub":176,"fleet":176},{"id":259,"title":260,"description":261,"docsLink":262,"changelog":263,"tiers":267},"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",[264],{"url":265,"release":266},"\u002Fchangelog\u002F2026\u002F07\u002Fexpert-tables-automation\u002F","2.33",{"edge":176,"hub":176,"fleet":176},{"id":269,"title":270,"description":271,"docsLink":272,"tiers":273},"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":176,"hub":176,"fleet":176},{"id":275,"title":276,"description":277,"docsLink":278,"showOnPricing":213,"tiers":279},"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":176,"hub":176,"fleet":176},{"id":281,"title":282,"showOnPricing":213,"tiers":283},"static-assets","Static Assets",{"edge":176,"hub":176,"fleet":176},{"id":285,"title":286,"description":287,"docsLink":288,"tiers":289},"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":176,"hub":176,"fleet":176},{"id":291,"title":292,"description":293,"docsLink":294,"tiers":295},"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":176,"hub":176,"fleet":176},{"id":297,"title":298,"description":299,"changelog":300,"subfeature":176,"showOnPricing":213,"tiers":303},"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.",[301],{"url":302,"release":266},"\u002Fchangelog\u002F2026\u002F07\u002Fteam-and-application-dashboards\u002F",{"edge":176,"hub":176,"fleet":176},{"id":305,"title":306,"description":307,"docsLink":308,"tiers":309},"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":176,"hub":176,"fleet":176},{"id":311,"title":312,"subfeature":176,"showOnPricing":213,"tiers":313},"blueprints-ot-apps","Blueprints - OT APPS",{"edge":176,"hub":213,"fleet":176},{"id":315,"title":316,"subfeature":176,"showOnPricing":213,"tiers":317},"blueprints-it-apps","Blueprints - IT APPS",{"edge":213,"hub":176,"fleet":213},{"id":319,"title":320,"description":321,"changelog":322,"showOnPricing":213,"tiers":326},"immersive-editor-snapshots","Snapshot Details in Immersive Editor","View and manage snapshot details directly inside the immersive editor without leaving your editing session.",[323],{"url":324,"release":325},"\u002Fchangelog\u002F2026\u002F03\u002Fsnapshot-detail-modal-immersive-editor\u002F","2.29",{"edge":176,"hub":176,"fleet":176},{"id":328,"title":329,"description":330,"changelog":331,"showOnPricing":213,"tiers":334},"immersive-editor-drawer","Customisable Immersive Editor Drawer","Pin, move, resize, or full-screen the immersive editor drawer. Your preferences are remembered between sessions.",[332],{"url":333,"release":223},"\u002Fchangelog\u002F2026\u002F04\u002Fimmersive-editor-drawer\u002F",{"edge":176,"hub":176,"fleet":176},{"id":336,"title":337,"description":338,"changelog":339,"showOnPricing":213,"tiers":342},"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.",[340],{"url":341,"release":325},"\u002Fchangelog\u002F2026\u002F03\u002Fembedded-editor-tab-title\u002F",{"edge":176,"hub":176,"fleet":176},{"id":344,"title":345,"features":346},"deploy","Deploy",[347,353,362,368,374,380,386,392,397],{"id":348,"title":349,"description":350,"docsLink":351,"tiers":352},"hosted-instances","Cloud Instances","Run Node-RED instances managed and hosted by FlowFuse.","\u002Fdocs\u002Fuser\u002Fintroduction\u002F#creating-a-node-red-instance",{"edge":176,"hub":176,"fleet":176},{"id":354,"title":355,"description":356,"docsLink":357,"changelog":358,"tiers":361},"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",[359],{"url":360,"release":203},"\u002Fchangelog\u002F2026\u002F02\u002Fdevice-agent-nodejs-options\u002F",{"edge":176,"hub":213,"fleet":176},{"id":363,"title":364,"description":365,"docsLink":366,"tiers":367},"custom-hostnames","Custom Hostnames","Access your Node-RED application via your own domain name.","\u002Fdocs\u002Fuser\u002Fcustom-hostnames\u002F",{"edge":213,"hub":176,"fleet":213},{"id":369,"title":370,"description":371,"docsLink":372,"tiers":373},"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":176,"hub":213,"fleet":176},{"id":375,"title":376,"description":377,"docsLink":378,"showOnPricing":213,"tiers":379},"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":176,"hub":176,"fleet":176},{"id":381,"title":382,"description":383,"docsLink":384,"tiers":385},"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":176,"hub":176,"fleet":176},{"id":387,"title":388,"description":389,"docsLink":390,"tiers":391},"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":213,"hub":176,"fleet":213},{"id":393,"title":394,"description":395,"docsLink":390,"subfeature":176,"showOnPricing":213,"tiers":396},"git-integration-github","GitHub","Push and pull snapshots to GitHub repositories through DevOps Pipeline Git Stages.",{"edge":213,"hub":176,"fleet":213},{"id":398,"title":399,"description":400,"docsLink":390,"changelog":401,"subfeature":176,"showOnPricing":213,"tiers":404},"git-integration-azure","Azure DevOps","Push and pull snapshots to Azure DevOps repositories through DevOps Pipeline Git Stages.",[402],{"url":403,"release":325},"\u002Fchangelog\u002F2026\u002F03\u002Fazure-dev-ops-gitops\u002F",{"edge":213,"hub":176,"fleet":213},{"id":406,"title":407,"features":408},"operate-maintain","Operate & Maintain",[409,415,421,426,434,438,442,447,453,459,464,470,474,478],{"id":410,"title":411,"description":412,"docsLink":413,"tiers":414},"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":176,"hub":176,"fleet":176},{"id":416,"title":417,"description":418,"docsLink":419,"subfeature":176,"showOnPricing":213,"tiers":420},"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":176,"hub":176,"fleet":176},{"id":422,"title":423,"description":424,"docsLink":419,"subfeature":176,"showOnPricing":213,"tiers":425},"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":176,"hub":176,"fleet":176},{"id":427,"title":428,"description":429,"changelog":430,"subfeature":176,"showOnPricing":213,"tiers":433},"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.",[431],{"url":432,"release":325},"\u002Fchangelog\u002F2026\u002F04\u002Fsnapshot-diff-viewer\u002F",{"edge":176,"hub":176,"fleet":176},{"id":435,"title":436,"subfeature":176,"showOnPricing":213,"tiers":437},"version-history-timeline","Version History Timeline",{"edge":176,"hub":176,"fleet":176},{"id":439,"title":440,"tiers":441},"unlimited-workflow-executions","Unlimited Workflow Executions",{"edge":176,"hub":176,"fleet":176},{"id":443,"title":444,"description":445,"tiers":446},"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":176,"hub":213,"fleet":176},{"id":448,"title":449,"description":450,"docsLink":451,"tiers":452},"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":176,"hub":213,"fleet":176},{"id":454,"title":455,"description":456,"docsLink":457,"tiers":458},"high-availability","High Availability","Leverage horizontal scaling for reliable and scalable processing of your data through Node-RED.","\u002Fdocs\u002Fuser\u002Fhigh-availability\u002F",{"edge":213,"hub":176,"fleet":213},{"id":460,"title":461,"description":462,"tiers":463},"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":176,"hub":176,"fleet":176},{"id":465,"title":466,"description":467,"docsLink":468,"subfeature":176,"showOnPricing":213,"tiers":469},"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":176,"hub":176,"fleet":176},{"id":471,"title":472,"subfeature":176,"showOnPricing":213,"tiers":473},"email-alerts","Email Alerts",{"edge":176,"hub":176,"fleet":176},{"id":475,"title":476,"showOnPricing":213,"tiers":477},"api-debug-length-limit","API\u002FDebug Length Limit",{"edge":176,"hub":176,"fleet":176},{"id":479,"title":480,"tiers":481},"protected-instances","Protected Instances",{"edge":213,"hub":176,"fleet":213},{"id":483,"title":484,"features":485},"govern-secure","Govern and Secure",[486,495,501,507,512,518,524,530,538,544,550,556],{"id":487,"title":488,"description":489,"docsLink":490,"changelog":491,"tiers":494},"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",[492],{"url":493,"release":266},"\u002Fchangelog\u002F2026\u002F07\u002Fapplication-sso-groups\u002F",{"edge":176,"hub":176,"fleet":176},{"id":496,"title":497,"description":498,"docsLink":499,"tiers":500},"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":176,"hub":176,"fleet":176},{"id":502,"title":503,"description":504,"docsLink":505,"tiers":506},"certified-nodes-it","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":213,"hub":176,"fleet":176},{"id":508,"title":509,"description":510,"tiers":511},"certified-nodes-ot","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":176,"hub":213,"fleet":213},{"id":513,"title":514,"description":515,"docsLink":516,"tiers":517},"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":176,"hub":176,"fleet":176},{"id":519,"title":520,"description":521,"docsLink":522,"tiers":523},"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":176,"hub":176,"fleet":176},{"id":525,"title":526,"description":527,"docsLink":528,"subfeature":176,"showOnPricing":213,"tiers":529},"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 teams.","\u002Fdocs\u002Fuser\u002Frole-based-access-control\u002F#application-level-rbac",{"edge":176,"hub":176,"fleet":176},{"id":531,"title":532,"description":533,"changelog":534,"subfeature":176,"showOnPricing":213,"tiers":537},"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.",[535],{"url":536,"release":266},"\u002Fchangelog\u002F2026\u002F07\u002Fscoped-pats\u002F",{"edge":176,"hub":176,"fleet":176},{"id":539,"title":540,"description":541,"docsLink":542,"showOnPricing":213,"tiers":543},"team-members","Team Members","Invite multiple team members to collaborate on the same Node-RED flows.","\u002Fdocs\u002Fuser\u002Fteam\u002F#teams",{"edge":176,"hub":176,"fleet":176},{"id":545,"title":546,"description":547,"docsLink":548,"showOnPricing":213,"tiers":549},"endpoint-security","Endpoint Security","Secure HTTP endpoints for hosted Node-RED instances using FlowFuse credentials.","\u002Fdocs\u002Fuser\u002Finstance-settings\u002F#security",{"edge":176,"hub":176,"fleet":176},{"id":551,"title":552,"description":553,"docsLink":554,"tiers":555},"baa-for-hipaa","BAA for HIPAA","FlowFuse can sign a Business Associate Agreement to ensure proper safeguarding of protected health information handled on your behalf.","\u002Fhandbook\u002Fsales\u002Fsubscription-agreement-1.5\u002F",{"edge":213,"hub":176,"fleet":213},{"id":557,"title":558,"description":559,"tiers":560},"sbom","Software Bill of Materials","A complete list of all software components used in your Node-RED instances and hosted applications, including version numbers and license information.",{"edge":213,"hub":176,"fleet":213},{"id":562,"title":563,"features":564},"support","Support",[565,570,574],{"id":566,"title":567,"docsLink":568,"tiers":569},"installation-support","Installation Support","\u002Fdocs\u002Finstall\u002Fintroduction\u002F#do-you-need-help-installation-service",{"edge":176,"hub":176,"fleet":176},{"id":571,"title":572,"showOnPricing":213,"tiers":573},"live-chat-support","Live Chat Support",{"edge":176,"hub":176,"fleet":176},{"id":575,"title":576,"docsLink":577,"tiers":578},"enterprise-support","Enterprise Support","\u002Fdocs\u002Fpremium-support\u002F",{"edge":176,"hub":176,"fleet":176},"feature-catalog","0AnkhTIPCECCwP9NmbTWP5HvRYx4FTSao4lG93-HaWM",[582,585,588,591,594,597,599,602,605,608,611,613,616,619,622,625,628,631,634,637,640,643,646,649,652,655,658,661,664,667,670,673,676,679,682,685,688,691,694,697,700,703,706,709,712,715,718,721,724,726,729,732,735,738,741,744,747,749,752,755,758,761,764,766,769,772,775,778,781,784,787,790,793,796,798,801,804,807,810,813,816,819,822,825,828,831,834,837,840,842,845,848,851,854,857,860,863,866,869,872,875,878,881,884,887,890,893,896,898,901,904,907,910,913,916,919,921,924,927,930,933,936,939,942,945,948,951,954,957,960,963,966,969,972,975,978,981,984,987,990,993,996,999,1002,1005,1008,1011,1014,1017,1020,1023,1026,1029,1032,1035,1038,1041,1044,1047,1050,1053,1056,1059,1062,1065,1068,1071,1073,1076,1079,1082,1085,1088,1091,1094,1097,1100,1103,1106,1109,1112],{"path":583,"title":584},"\u002Fchangelog\u002F2023\u002F09\u002Fcustom-node-support","Custom Node Support",{"path":586,"title":587},"\u002Fchangelog\u002F2023\u002F09\u002Fdevops-actions","DevOps Pipeline with action selection",{"path":589,"title":590},"\u002Fchangelog\u002F2023\u002F09\u002Fintroduction-enterprise-tier","Introducing the Enterprise Tier",{"path":592,"title":593},"\u002Fchangelog\u002F2023\u002F09\u002Fpipeline-api","API Endpoint for DevOps Pipeline",{"path":595,"title":596},"\u002Fchangelog\u002F2023\u002F09\u002Fsnapshots-devices","Usability improvements to Device Management",{"path":598,"title":306},"\u002Fchangelog\u002F2023\u002F10\u002Fblueprints",{"path":600,"title":601},"\u002Fchangelog\u002F2023\u002F10\u002Fcertified-nodes","Certified Nodes",{"path":603,"title":604},"\u002Fchangelog\u002F2023\u002F10\u002Fdevice-snapshot-selection","Enhanced Snapshot Selection",{"path":606,"title":607},"\u002Fchangelog\u002F2023\u002F10\u002Fpath-bug-fix","Device Agent path bug fix",{"path":609,"title":610},"\u002Fchangelog\u002F2023\u002F10\u002Fresource-alerts","Resource Monitoring in Audit Log",{"path":612,"title":497},"\u002Fchangelog\u002F2023\u002F11\u002F2fa",{"path":614,"title":615},"\u002Fchangelog\u002F2023\u002F11\u002Fdefault-editor","Device Editor enabled by default",{"path":617,"title":618},"\u002Fchangelog\u002F2023\u002F11\u002Fdevices-in-pipelines","Devices in DevOps Pipelines",{"path":620,"title":621},"\u002Fchangelog\u002F2023\u002F11\u002Fproject-nodes-devices","Project Nodes for Devices",{"path":623,"title":624},"\u002Fchangelog\u002F2023\u002F12\u002Fbilling","No Credit Card required for billing",{"path":626,"title":627},"\u002Fchangelog\u002F2023\u002F12\u002Fblueprint-selection","Blueprint Selection Update",{"path":629,"title":630},"\u002Fchangelog\u002F2023\u002F12\u002Fdevice-groups","Device Groups",{"path":632,"title":633},"\u002Fchangelog\u002F2023\u002F12\u002Femail-alerting-node-red-crash","Email Alerts for Audit Log Events",{"path":635,"title":636},"\u002Fchangelog\u002F2023\u002F12\u002Fnode-red-updated","Node-RED 3.1.3 now available",{"path":638,"title":639},"\u002Fchangelog\u002F2024\u002F01\u002Fdevice-audit-log","Introducing the Device Auditlog Feature",{"path":641,"title":642},"\u002Fchangelog\u002F2024\u002F01\u002Fdevice-groups-snapshot","Device Groups - Automatic snapshot assignment",{"path":644,"title":645},"\u002Fchangelog\u002F2024\u002F01\u002Ffleet-mode","Renaming \"Default Device Mode\" to \"Fleet Mode\"",{"path":647,"title":648},"\u002Fchangelog\u002F2024\u002F01\u002Fhelm-v2","Helm Chart v2.0",{"path":650,"title":651},"\u002Fchangelog\u002F2024\u002F01\u002Fnew-blueprints","New Blueprints added",{"path":653,"title":654},"\u002Fchangelog\u002F2024\u002F01\u002Fsecurity-updates","Security Updates",{"path":656,"title":657},"\u002Fchangelog\u002F2024\u002F01\u002Fsso-team-membership","Managing Team Membership via SSO",{"path":659,"title":660},"\u002Fchangelog\u002F2024\u002F01\u002Fstreamlined-device-assignment","Streamlined Device assignment",{"path":662,"title":663},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-auto-snapshot","Device Auto Snapshots",{"path":665,"title":666},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-instance-audit-logs","Device Instance Audit Logging",{"path":668,"title":669},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-onboarding-improvements","Device Onboarding Improvements",{"path":671,"title":672},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-pricing-change","Pricing change for Devices",{"path":674,"title":675},"\u002Fchangelog\u002F2024\u002F02\u002Finstance-auto-snapshots","Instance Auto Snapshots",{"path":677,"title":678},"\u002Fchangelog\u002F2024\u002F02\u002Fpostgresql-upgrade","PostgreSQL Version update",{"path":680,"title":681},"\u002Fchangelog\u002F2024\u002F03\u002Fbearer-token-authentication","Bearer Token Authentication for Node-RED Instances",{"path":683,"title":684},"\u002Fchangelog\u002F2024\u002F03\u002Finstance-protection-mode","Instance Protection Mode",{"path":686,"title":687},"\u002Fchangelog\u002F2024\u002F03\u002Flimits-debug-payload","Configure HTTP Payload and Debug Message size",{"path":689,"title":690},"\u002Fchangelog\u002F2024\u002F03\u002Frestart-devices-remotly","Remote Device Restart",{"path":692,"title":693},"\u002Fchangelog\u002F2024\u002F04\u002Fcustom-nodes-on-devices","Custom Nodes Support on Devices",{"path":695,"title":696},"\u002Fchangelog\u002F2024\u002F04\u002Fdevice-auto-snapshot","Direct Dashboard Access",{"path":698,"title":699},"\u002Fchangelog\u002F2024\u002F04\u002Fimproving-device-groups","Improving Device Groups",{"path":701,"title":702},"\u002Fchangelog\u002F2024\u002F04\u002Fpricing-change","Pricing change Enterprise & Teams Tier",{"path":704,"title":705},"\u002Fchangelog\u002F2024\u002F04\u002Ftougher-rate-limiting","Tougher Rate Limiting on Public Routes",{"path":707,"title":708},"\u002Fchangelog\u002F2024\u002F05\u002Finstance-healthcheck","Customizing instance health-check settings",{"path":710,"title":711},"\u002Fchangelog\u002F2024\u002F05\u002Flibrary-blueprints","Blueprints added to Library",{"path":713,"title":714},"\u002Fchangelog\u002F2024\u002F05\u002Flibrary-flowviewer","Team Library - Flow Viewer",{"path":716,"title":717},"\u002Fchangelog\u002F2024\u002F05\u002Fmanaging-node-red-version-on-devices","Managing Node-RED versions on Devices",{"path":719,"title":720},"\u002Fchangelog\u002F2024\u002F05\u002Fsnapshot-improvements","Snapshot Improvements",{"path":722,"title":723},"\u002Fchangelog\u002F2024\u002F05\u002Fsnapshot-improvements-pt3","Snapshot Upload",{"path":725,"title":723},"\u002Fchangelog\u002F2024\u002F05\u002Fsnapshot-upload",{"path":727,"title":728},"\u002Fchangelog\u002F2024\u002F06\u002Fdevice-agent-proxy-support","Running the Device Agent behind an HTTP proxy",{"path":730,"title":731},"\u002Fchangelog\u002F2024\u002F06\u002Flibrary-blueprints","Custom hostnames for your instances",{"path":733,"title":734},"\u002Fchangelog\u002F2024\u002F06\u002Fmultiline-env-vars","Multi-line Environment Variables",{"path":736,"title":737},"\u002Fchangelog\u002F2024\u002F06\u002Fsnapshot-flow-compare","Compare Snapshots flows",{"path":739,"title":740},"\u002Fchangelog\u002F2024\u002F07\u002Fapplications-search","Applications Search",{"path":742,"title":743},"\u002Fchangelog\u002F2024\u002F07\u002Fdevice-group-clear-snapshot","Device Groups Snapshots",{"path":745,"title":746},"\u002Fchangelog\u002F2024\u002F07\u002Fdevice-management-bulk-delete","Managing devices",{"path":748,"title":746},"\u002Fchangelog\u002F2024\u002F07\u002Fdevice-management-bulk-move",{"path":750,"title":751},"\u002Fchangelog\u002F2024\u002F07\u002Fedit-snapshots","Edit Snapshots",{"path":753,"title":754},"\u002Fchangelog\u002F2024\u002F07\u002Fflowfuse-assistant","The FlowFuse Expert",{"path":756,"title":757},"\u002Fchangelog\u002F2024\u002F07\u002Fflowfuse-assistant-json","FlowFuse Expert Writes JSON",{"path":759,"title":760},"\u002Fchangelog\u002F2024\u002F07\u002Fimmersive-editor","Immersive Editor Experience",{"path":762,"title":763},"\u002Fchangelog\u002F2024\u002F07\u002Fnotifications-inbox","Notifications Inbox",{"path":765,"title":763},"\u002Fchangelog\u002F2024\u002F07\u002Fnotifications-update",{"path":767,"title":768},"\u002Fchangelog\u002F2024\u002F07\u002Fpersistent-storage","Persistent Storage on FlowFuse Cloud",{"path":770,"title":771},"\u002Fchangelog\u002F2024\u002F07\u002Fsso","Single Sign On Updates",{"path":773,"title":774},"\u002Fchangelog\u002F2024\u002F08\u002Fbill-of-materials","Bill of Materials",{"path":776,"title":777},"\u002Fchangelog\u002F2024\u002F08\u002Fenterprise-license-update","Enforcing Enterprise Restrictions",{"path":779,"title":780},"\u002Fchangelog\u002F2024\u002F08\u002Fldap-sso-groups","LDAP Single Sign On Updates",{"path":782,"title":783},"\u002Fchangelog\u002F2024\u002F08\u002Fstatic-file-service-navigation-visibility","Static File Service Navigation and Visibility",{"path":785,"title":786},"\u002Fchangelog\u002F2024\u002F10\u002Fdevice-group-env-vars","Environment Variables for your Device Groups",{"path":788,"title":789},"\u002Fchangelog\u002F2024\u002F10\u002Fmqtt-service","MQTT Broker Service",{"path":791,"title":792},"\u002Fchangelog\u002F2024\u002F10\u002Fnotifications-bulk-actions","Managing Notifications",{"path":794,"title":795},"\u002Fchangelog\u002F2024\u002F10\u002Fsnapshot-download-upload-options","Snapshot Upload and Download Improvements",{"path":797,"title":436},"\u002Fchangelog\u002F2024\u002F10\u002Fversion-history-timeline",{"path":799,"title":800},"\u002Fchangelog\u002F2024\u002F11\u002Faudit-log-hierarchy","Audit logs show hierarchical events",{"path":802,"title":803},"\u002Fchangelog\u002F2024\u002F11\u002Fdevice-agent-release","Device Agent 3.0 released",{"path":805,"title":806},"\u002Fchangelog\u002F2024\u002F11\u002Fmqtt-topic-hierarchy","MQTT Topic Hierarchy view",{"path":808,"title":809},"\u002Fchangelog\u002F2024\u002F11\u002Fteam-search","Team-wide search",{"path":811,"title":812},"\u002Fchangelog\u002F2024\u002F12\u002Fdashboad-iframe","Allow Dashboards to be embedded in iFrames",{"path":814,"title":815},"\u002Fchangelog\u002F2024\u002F12\u002Fdevice-editor-cache","Device Editor Access Speed Up",{"path":817,"title":818},"\u002Fchangelog\u002F2024\u002F12\u002Fteam-bom-timeline","Team BOM and Pipeline Views",{"path":820,"title":821},"\u002Fchangelog\u002F2025\u002F01\u002Ffree-tier-onboarding","New Onboarding Tour for Free Tier Users",{"path":823,"title":824},"\u002Fchangelog\u002F2025\u002F01\u002Fhidden-env-vars","Hidden Environment Variables",{"path":826,"title":827},"\u002Fchangelog\u002F2025\u002F01\u002Fimproved-diagnostics","Improved Diagnostics",{"path":829,"title":830},"\u002Fchangelog\u002F2025\u002F01\u002Fteam-level-groups","Team level view of Groups",{"path":832,"title":833},"\u002Fchangelog\u002F2025\u002F02\u002Fadditional-device-version-history-events","New Remote Instances Version History Events",{"path":835,"title":836},"\u002Fchangelog\u002F2025\u002F02\u002Fbroker-error-feedback","Improved Broker Connection Feedback",{"path":838,"title":839},"\u002Fchangelog\u002F2025\u002F02\u002Fdevice-agent-updates","FlowFuse User Authentication on Remote Instances",{"path":841,"title":436},"\u002Fchangelog\u002F2025\u002F02\u002Fdevice-version-history-timeline",{"path":843,"title":844},"\u002Fchangelog\u002F2025\u002F02\u002Fexternal-brokers","External MQTT Brokers",{"path":846,"title":847},"\u002Fchangelog\u002F2025\u002F02\u002Fmqtt-schema-suggestions","MQTT Smart Schema Suggestions",{"path":849,"title":850},"\u002Fchangelog\u002F2025\u002F02\u002Fresend-and-extend-team-invitation-expiration","Re-send Team Invitations",{"path":852,"title":853},"\u002Fchangelog\u002F2025\u002F02\u002Fschema-docs","Personalized Schema Documentation",{"path":855,"title":856},"\u002Fchangelog\u002F2025\u002F02\u002Ftopic-hierarchy-search","Search & Filter for Topic Hierarchy List",{"path":858,"title":859},"\u002Fchangelog\u002F2025\u002F03\u002Fcontainer-tags","Changes to tags for flowfuse\u002Fnode-red",{"path":861,"title":862},"\u002Fchangelog\u002F2025\u002F03\u002Fdevice-groups","Multiple Device Groups in a pipeline",{"path":864,"title":865},"\u002Fchangelog\u002F2025\u002F03\u002Fdevice-local-login","Local Login for Remote Instances",{"path":867,"title":868},"\u002Fchangelog\u002F2025\u002F03\u002Ffree-tier","Free Tier now more accessible to all",{"path":870,"title":871},"\u002Fchangelog\u002F2025\u002F03\u002Fresource-notifications","Resource Alerts",{"path":873,"title":874},"\u002Fchangelog\u002F2025\u002F03\u002Fsnapshot-filter","Filtering Snapshots",{"path":876,"title":877},"\u002Fchangelog\u002F2025\u002F03\u002Fteam-npm-registry","NPM Package Hosting",{"path":879,"title":880},"\u002Fchangelog\u002F2025\u002F03\u002Ftopic-deletion","MQTT Topic Management",{"path":882,"title":883},"\u002Fchangelog\u002F2025\u002F04\u002Fdevice-provisioning","Remote Instance Provisioning",{"path":885,"title":886},"\u002Fchangelog\u002F2025\u002F04\u002Fgit-integration","Git Integration with Pipelines",{"path":888,"title":889},"\u002Fchangelog\u002F2025\u002F04\u002Finstance-log-browsing","Better Node-RED log handling",{"path":891,"title":892},"\u002Fchangelog\u002F2025\u002F05\u002Fimport-node-red-flows","Import Node-RED Flows During Remote Instance Setup",{"path":894,"title":895},"\u002Fchangelog\u002F2025\u002F06\u002Fflowfuse-assistant","FlowFuse Expert just got smarter",{"path":897,"title":895},"\u002Fchangelog\u002F2025\u002F06\u002Fflowfuse-assistant-2",{"path":899,"title":900},"\u002Fchangelog\u002F2025\u002F06\u002Fgit-integration","Pulling snapshots from Git with Pipelines",{"path":902,"title":903},"\u002Fchangelog\u002F2025\u002F06\u002Finstance-performance-memory","Memory Metrics in Instance Performance View",{"path":905,"title":906},"\u002Fchangelog\u002F2025\u002F06\u002Fnew-home-page","Introducing the New Home Page Experience",{"path":908,"title":909},"\u002Fchangelog\u002F2025\u002F06\u002Fteam-performance","Team Performance Feature",{"path":911,"title":912},"\u002Fchangelog\u002F2025\u002F06\u002Fteam-performance-view","Instance Performance View",{"path":914,"title":915},"\u002Fchangelog\u002F2025\u002F06\u002Fui-refresh","Navigation UI Refresh",{"path":917,"title":918},"\u002Fchangelog\u002F2025\u002F07\u002Fbrowse-node-red-flows","Browse for Node-RED Flows During Remote Instance Setup",{"path":920,"title":260},"\u002Fchangelog\u002F2025\u002F07\u002Fflowfuse-tables",{"path":922,"title":923},"\u002Fchangelog\u002F2025\u002F07\u002Fimport-blueprints","Import blueprints directly into your existing instances",{"path":925,"title":926},"\u002Fchangelog\u002F2025\u002F07\u002Fsimplified-applications-overview","Simplified Applications Page with Summary Tiles",{"path":928,"title":929},"\u002Fchangelog\u002F2025\u002F07\u002Fsmart-suggestions","Smart Suggestions",{"path":931,"title":932},"\u002Fchangelog\u002F2025\u002F07\u002Fteam-to-pro-plan-rename","Team Plan Renamed to Pro Plan",{"path":934,"title":935},"\u002Fchangelog\u002F2025\u002F08\u002Fai-generated-snapshot-descriptions-hosted","Generate snapshot descriptions with AI",{"path":937,"title":938},"\u002Fchangelog\u002F2025\u002F08\u002Fai-generated-snapshot-descriptions-remote","AI Snapshot Descriptions Now Work with Remote Instances",{"path":940,"title":941},"\u002Fchangelog\u002F2025\u002F08\u002Fdevice-performance","FlowFuse Remote Instance Performance Data",{"path":943,"title":944},"\u002Fchangelog\u002F2025\u002F08\u002Fdirect-sso","Direct SSO Login",{"path":946,"title":947},"\u002Fchangelog\u002F2025\u002F08\u002Fflowfuse-assistant","FlowFuse Expert documents your flows",{"path":949,"title":950},"\u002Fchangelog\u002F2025\u002F08\u002Fflowfuse-mqtt","FlowFuse MQTT",{"path":952,"title":953},"\u002Fchangelog\u002F2025\u002F08\u002Fhttp-cors","Configure HTTP CORS",{"path":955,"title":956},"\u002Fchangelog\u002F2025\u002F08\u002Fsubflow-export","Export SubFlow as Node-RED module",{"path":958,"title":959},"\u002Fchangelog\u002F2025\u002F08\u002Ftables-assistant","FlowFuse Tables with a little help from the Assistant",{"path":961,"title":962},"\u002Fchangelog\u002F2025\u002F09\u002Fexpose-saml-groups-to-dashboard","Allow SSO groups to be shared with the Node-RED Dashboard",{"path":964,"title":965},"\u002Fchangelog\u002F2025\u002F09\u002Finline-assist","FlowFuse Expert can help you write code",{"path":967,"title":968},"\u002Fchangelog\u002F2025\u002F09\u002Fretiring-flowforge-device-agent","No more @flowforge\u002Fflowforge-device-agent releases",{"path":970,"title":971},"\u002Fchangelog\u002F2025\u002F09\u002Frevised-instance-snapshot-ui","Streamlined Snapshot Management",{"path":973,"title":974},"\u002Fchangelog\u002F2025\u002F09\u002Fteam-broker-async-api","Capture Async API data from FlowFuse Team Broker",{"path":976,"title":977},"\u002Fchangelog\u002F2025\u002F10\u002Fapplication-level-rbac","Application-level access control for Enterprise teams",{"path":979,"title":980},"\u002Fchangelog\u002F2025\u002F10\u002Fbulk-device-group-assignment","Easier Access to Bulk Device Group Management",{"path":982,"title":983},"\u002Fchangelog\u002F2025\u002F10\u002Fduplicate-instances-across-applications","Duplicate Instances Across Different Applications",{"path":985,"title":986},"\u002Fchangelog\u002F2025\u002F10\u002Fimport-flows-on-instance-creation","Import flows during instance creation",{"path":988,"title":989},"\u002Fchangelog\u002F2025\u002F10\u002Fmcp-nodes","FlowFuse MCP Server Nodes",{"path":991,"title":992},"\u002Fchangelog\u002F2025\u002F10\u002Fonnx-nodes","FlowFuse AI Nodes",{"path":994,"title":995},"\u002Fchangelog\u002F2025\u002F10\u002Fsettings-page-device-group-management","Device Group Management from Settings Page",{"path":997,"title":998},"\u002Fchangelog\u002F2025\u002F11\u002Fff-expert-update","FlowFuse Expert Update",{"path":1000,"title":1001},"\u002Fchangelog\u002F2025\u002F11\u002Fminimum-nodejs-version","Node.js v20 Minimum Version Requirement",{"path":1003,"title":1004},"\u002Fchangelog\u002F2025\u002F11\u002Fsso-session","SSO control over Session life",{"path":1006,"title":1007},"\u002Fchangelog\u002F2025\u002F12\u002Fff-expert-mcp-insights","FlowFuse Expert: Now with MCP-Powered Insights",{"path":1009,"title":1010},"\u002Fchangelog\u002F2025\u002F12\u002Fscheduled-maintenance","Scheduled Maintenance Mode",{"path":1012,"title":1013},"\u002Fchangelog\u002F2026\u002F01\u002Fdevice-agent-containers","Device Agent Docker Containers updated",{"path":1015,"title":1016},"\u002Fchangelog\u002F2026\u002F01\u002Fff-expert-manage-palette","FlowFuse Expert: Enhanced Palette Integration",{"path":1018,"title":1019},"\u002Fchangelog\u002F2026\u002F01\u002Fff-expert-nr-actions","FlowFuse Expert: Integration with Node-RED",{"path":1021,"title":1022},"\u002Fchangelog\u002F2026\u002F01\u002Fff-expert-palette-queries","FlowFuse Expert: Palette Queries",{"path":1024,"title":1025},"\u002Fchangelog\u002F2026\u002F01\u002Fff-expert-select-flows","FlowFuse Expert: Ask about your flows",{"path":1027,"title":1028},"\u002Fchangelog\u002F2026\u002F01\u002Fmcp-rbacs","FlowFuse Expert: MCP-Powered Insights with RBACs",{"path":1030,"title":1031},"\u002Fchangelog\u002F2026\u002F01\u002Fmcp-security","FlowFuse Expert: MCP-Powered Insights",{"path":1033,"title":1034},"\u002Fchangelog\u002F2026\u002F02\u002Fdevice-agent-nodejs-options","Set Node.js Options for Remote Instances",{"path":1036,"title":1037},"\u002Fchangelog\u002F2026\u002F02\u002Fff-expert-debug-log-context","FlowFuse Expert: Helping you make sense of your debug log",{"path":1039,"title":1040},"\u002Fchangelog\u002F2026\u002F02\u002Fff-expert-update-banner","FlowFuse Expert: Never Miss an Update",{"path":1042,"title":1043},"\u002Fchangelog\u002F2026\u002F02\u002Fha-instance-rolling-restart","HA Hosted Instance Rolling Restart",{"path":1045,"title":1046},"\u002Fchangelog\u002F2026\u002F02\u002Fremote-instances-immersive-editor","Immersive Mode for Remote Instances",{"path":1048,"title":1049},"\u002Fchangelog\u002F2026\u002F02\u002Frestoring-snapshots-to-remote-instances","Restoring snapshots to developer-mode Remote Instances",{"path":1051,"title":1052},"\u002Fchangelog\u002F2026\u002F03\u002Fazure-dev-ops-gitops","Azure DevOps Pipeline support",{"path":1054,"title":1055},"\u002Fchangelog\u002F2026\u002F03\u002Fdeveloper-mode-in-immersive-editor","Developer Mode Now Accessible from the Immersive Editor",{"path":1057,"title":1058},"\u002Fchangelog\u002F2026\u002F03\u002Fembedded-editor-tab-title","Embedded Editor Now Shows Active Tab",{"path":1060,"title":1061},"\u002Fchangelog\u002F2026\u002F03\u002Fmarch-scheduled-maintenance","Updated: Upcoming Scheduled Server Maintenance on March 28th, 2026",{"path":1063,"title":1064},"\u002Fchangelog\u002F2026\u002F03\u002Fsnapshot-detail-modal-immersive-editor","View Snapshot Details in the Immersive Editor",{"path":1066,"title":1067},"\u002Fchangelog\u002F2026\u002F04\u002Fexpert-action-links","FlowFuse expert action links",{"path":1069,"title":1070},"\u002Fchangelog\u002F2026\u002F04\u002Fhosted-instance-url-env-var","Hosted Instances know their own URL",{"path":1072,"title":329},"\u002Fchangelog\u002F2026\u002F04\u002Fimmersive-editor-drawer",{"path":1074,"title":1075},"\u002Fchangelog\u002F2026\u002F04\u002Fsnapshot-diff-viewer","Richer snapshot comparison view",{"path":1077,"title":1078},"\u002Fchangelog\u002F2026\u002F05\u002Fai-opt-out","AI Feature Opt-Out for Teams",{"path":1080,"title":1081},"\u002Fchangelog\u002F2026\u002F05\u002Fexpert-application-building","FlowFuse Expert Builds Your Application",{"path":1083,"title":1084},"\u002Fchangelog\u002F2026\u002F05\u002Fsingle-sso-provider","Single SSO provider for all users",{"path":1086,"title":1087},"\u002Fchangelog\u002F2026\u002F06\u002Fdark-mode","Dark Mode",{"path":1089,"title":1090},"\u002Fchangelog\u002F2026\u002F06\u002Fdevice-agent-v4-released","Device Agent v4 released",{"path":1092,"title":1093},"\u002Fchangelog\u002F2026\u002F06\u002Fgeneric-git-server-support","Connect Pipelines to Any Git Server",{"path":1095,"title":1096},"\u002Fchangelog\u002F2026\u002F06\u002Fjuly-scheduled-maintenance","Updated: Upcoming Scheduled Server Maintenance on July 11th, 2026",{"path":1098,"title":1099},"\u002Fchangelog\u002F2026\u002F07\u002Fapplication-sso-groups","Application Roles from SSO Groups",{"path":1101,"title":1102},"\u002Fchangelog\u002F2026\u002F07\u002Fdevice-agent-onboarding","Getting started with FlowFuse straight from the terminal",{"path":1104,"title":1105},"\u002Fchangelog\u002F2026\u002F07\u002Fexpert-enhancements","FlowFuse Expert Enhancements",{"path":1107,"title":1108},"\u002Fchangelog\u002F2026\u002F07\u002Fexpert-tables-automation","FlowFuse Expert Can Now Work With Your Tables",{"path":1110,"title":1111},"\u002Fchangelog\u002F2026\u002F07\u002Fscoped-pats","Team Scoped Personal Access Tokens",{"path":1113,"title":1114},"\u002Fchangelog\u002F2026\u002F07\u002Fteam-and-application-dashboards","A Dedicated Home for Your Dashboards",[],1786105898558]