[{"data":1,"prerenderedAt":3613},["ShallowReactive",2],{"blog-\u002Fblog\u002F2025\u002F09\u002Fcreating-pareto-chart":3,"featureCatalog":2683,"changelog-titles":3078,"blog-all-for-related":3612},{"id":4,"title":5,"authors":6,"body":8,"cta":2659,"date":2660,"description":2661,"extension":2662,"features":2659,"image":2663,"lastUpdated":2659,"meta":2664,"navigation":2672,"path":2673,"release":2659,"seo":2674,"sitemap":2675,"stem":2676,"subtitle":2677,"tags":2678,"tldr":2659,"video":2659,"__hash__":2682},"blog\u002Fblog\u002F2025\u002F09\u002Fcreating-pareto-chart.md","How to Create a Pareto Chart for Manufacturing Data",[7],"sumit-shinde",{"type":9,"value":10,"toc":2647},"minimark",[11,21,24,35,40,50,55,78,81,94,97,101,109,114,117,154,161,407,411,420,452,465,478,484,2511,2515,2530,2537,2543,2546,2554,2558,2561,2565,2572,2599,2603,2610,2624,2632,2635,2643],[12,13,14,15,20],"p",{},"In the ",[16,17,19],"a",{"href":18},"\u002Fblog\u002F2025\u002F08\u002Fpareto-chart-manufacturing-guide\u002F","first part of this series",", we explored the foundational principles of the Pareto Chart, understanding how this powerful tool can help manufacturing teams quickly identify and focus on the \"vital few\" problems that have the biggest impact. We learned that by combining a bar graph and a cumulative percentage line, a Pareto Chart provides a clear visual roadmap to prioritize quality issues, equipment downtime, or other key performance indicators.",[12,22,23],{},"Now, it's time to move from theory to practice. This guide will show you how to create a Pareto Chart using modern industrial data tools. You will learn how to connect to your production data, calculate frequencies and format data, and visualize the results in a chart that helps your team make data-driven decisions.",[12,25,26,32],{},[27,28],"img",{"alt":29,"dataZoomable":30,"src":31},"Pareto Chart showing defect categories in manufacturing with bars for scratches, cracks, color issues, and other defects, alongside a cumulative percentage line.","","\u002Fblog\u002F2025\u002F09\u002Fimages\u002Fpareto-chart.png",[33,34,29],"em",{},[36,37,39],"h2",{"id":38},"getting-started","Getting Started",[12,41,42,43,49],{},"To create a Pareto Chart for manufacturing data, you'll need access to industrial data platforms that can connect to your production systems. This guide uses FlowFuse, a low-code platform that simplifies industrial data workflows. If you don't have an account yet, you can ",[16,44,48],{"href":45,"rel":46},"https:\u002F\u002Fapp.flowfuse.com\u002F",[47],"nofollow","sign up for a 30-day free trial",".",[51,52,54],"h3",{"id":53},"step-1-connect-to-your-data-source","Step 1: Connect to Your Data Source",[12,56,57,58,62,63,67,68,72,73,77],{},"The first step to create a Pareto Chart is accessing the data you want to analyze. In industrial environments, machine or process data is commonly collected via ",[16,59,61],{"href":60},"\u002Fnode-red\u002Fprotocol\u002F","industrial protocols"," such as ",[16,64,66],{"href":65},"\u002Fblog\u002F2025\u002F07\u002Freading-and-writing-plc-data-using-opc-ua\u002F","OPC-UA",", ",[16,69,71],{"href":70},"\u002Fblog\u002F2024\u002F06\u002Fhow-to-use-mqtt-in-node-red\u002F","MQTT",", or direct ",[16,74,76],{"href":75},"\u002Fnode-red\u002Fdatabase\u002F","database"," queries. Modern industrial platforms support nearly all industrial protocols and databases, making it easy to connect to your existing systems.",[12,79,80],{},"To connect your data:",[82,83,84,88,91],"ol",{},[85,86,87],"li",{},"Drag the appropriate input node into your flow (e.g., an OPC-UA Read node).",[85,89,90],{},"Enter the connection details for your industrial system.",[85,92,93],{},"Test the connection to confirm that live data is flowing correctly.",[12,95,96],{},"If a live PLC or factory dataset is not available, you can use a simple Inject node to simulate production data and learn how to make a Pareto Chart with sample data.",[51,98,100],{"id":99},"step-2-format-and-aggregate-the-data","Step 2: Format and Aggregate the Data",[12,102,103,104,108],{},"Once data is flowing, the next step to create a Pareto Chart is to ",[105,106,107],"strong",{},"organize it into types or categories and count how often each occurs",". A Pareto Chart is most useful when you can clearly see, for example, defect data like:",[12,110,111],{},[33,112,113],{},"\"Scratch on Surface – 20 occurrences, Misaligned Parts – 10 occurrences, Loose Screws – 5 occurrences.\"",[12,115,116],{},"When you make a Pareto Chart, this can be done in three steps:",[82,118,119,125,148],{},[85,120,121,124],{},[105,122,123],{},"Format the data"," – Use a JSON, CSV, or Change node to clean or convert incoming data if needed.",[85,126,127,130,131],{},[105,128,129],{},"Aggregate in a Function node"," – Map each data point to a type (e.g., machine type, process step, defect category) and keep a running count of occurrences.",[132,133,134],"blockquote",{},[12,135,136,139,140,143,144,49],{},[105,137,138],{},"Tip:"," You do not need to know JavaScript. Simply describe the desired outcome and provide a sample dataset, the ",[105,141,142],{},"FlowFuse Expert"," will generate the Function node for you. ",[16,145,147],{"href":146},"\u002Fblog\u002F2025\u002F07\u002Fflowfuse-ai-assistant-better-node-red-manufacturing\u002F","Learn more",[85,149,150,153],{},[105,151,152],{},"Sort the results"," – Use a Sort node to arrange categories so the most frequent appear first.",[12,155,156,157,160],{},"At the end of this step, your data should be transformed into a structure like this, which is the ",[105,158,159],{},"required format to create a Pareto Chart"," in Step 3:",[162,163,167],"pre",{"className":164,"code":165,"language":166,"meta":30,"style":30},"language-json shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","[\n  { \"type\": \"Paint Defect\", \"count\": 8 },\n  { \"type\": \"Faulty Electronics\", \"count\": 6 },\n  { \"type\": \"Scratch on Surface\", \"count\": 5 },\n  { \"type\": \"Misaligned Parts\", \"count\": 3 },\n  { \"type\": \"Loose Screws\", \"count\": 2 },\n  { \"type\": \"Cracked Housing\", \"count\": 1 }\n]\n","json",[168,169,170,179,225,260,295,330,365,401],"code",{"__ignoreMap":30},[171,172,175],"span",{"class":173,"line":174},"line",1,[171,176,178],{"class":177},"sMK4o","[\n",[171,180,182,185,188,192,195,198,200,204,206,209,211,214,216,218,222],{"class":173,"line":181},2,[171,183,184],{"class":177},"  {",[171,186,187],{"class":177}," \"",[171,189,191],{"class":190},"spNyl","type",[171,193,194],{"class":177},"\"",[171,196,197],{"class":177},":",[171,199,187],{"class":177},[171,201,203],{"class":202},"sfazB","Paint Defect",[171,205,194],{"class":177},[171,207,208],{"class":177},",",[171,210,187],{"class":177},[171,212,213],{"class":190},"count",[171,215,194],{"class":177},[171,217,197],{"class":177},[171,219,221],{"class":220},"sbssI"," 8",[171,223,224],{"class":177}," },\n",[171,226,228,230,232,234,236,238,240,243,245,247,249,251,253,255,258],{"class":173,"line":227},3,[171,229,184],{"class":177},[171,231,187],{"class":177},[171,233,191],{"class":190},[171,235,194],{"class":177},[171,237,197],{"class":177},[171,239,187],{"class":177},[171,241,242],{"class":202},"Faulty Electronics",[171,244,194],{"class":177},[171,246,208],{"class":177},[171,248,187],{"class":177},[171,250,213],{"class":190},[171,252,194],{"class":177},[171,254,197],{"class":177},[171,256,257],{"class":220}," 6",[171,259,224],{"class":177},[171,261,263,265,267,269,271,273,275,278,280,282,284,286,288,290,293],{"class":173,"line":262},4,[171,264,184],{"class":177},[171,266,187],{"class":177},[171,268,191],{"class":190},[171,270,194],{"class":177},[171,272,197],{"class":177},[171,274,187],{"class":177},[171,276,277],{"class":202},"Scratch on Surface",[171,279,194],{"class":177},[171,281,208],{"class":177},[171,283,187],{"class":177},[171,285,213],{"class":190},[171,287,194],{"class":177},[171,289,197],{"class":177},[171,291,292],{"class":220}," 5",[171,294,224],{"class":177},[171,296,298,300,302,304,306,308,310,313,315,317,319,321,323,325,328],{"class":173,"line":297},5,[171,299,184],{"class":177},[171,301,187],{"class":177},[171,303,191],{"class":190},[171,305,194],{"class":177},[171,307,197],{"class":177},[171,309,187],{"class":177},[171,311,312],{"class":202},"Misaligned Parts",[171,314,194],{"class":177},[171,316,208],{"class":177},[171,318,187],{"class":177},[171,320,213],{"class":190},[171,322,194],{"class":177},[171,324,197],{"class":177},[171,326,327],{"class":220}," 3",[171,329,224],{"class":177},[171,331,333,335,337,339,341,343,345,348,350,352,354,356,358,360,363],{"class":173,"line":332},6,[171,334,184],{"class":177},[171,336,187],{"class":177},[171,338,191],{"class":190},[171,340,194],{"class":177},[171,342,197],{"class":177},[171,344,187],{"class":177},[171,346,347],{"class":202},"Loose Screws",[171,349,194],{"class":177},[171,351,208],{"class":177},[171,353,187],{"class":177},[171,355,213],{"class":190},[171,357,194],{"class":177},[171,359,197],{"class":177},[171,361,362],{"class":220}," 2",[171,364,224],{"class":177},[171,366,368,370,372,374,376,378,380,383,385,387,389,391,393,395,398],{"class":173,"line":367},7,[171,369,184],{"class":177},[171,371,187],{"class":177},[171,373,191],{"class":190},[171,375,194],{"class":177},[171,377,197],{"class":177},[171,379,187],{"class":177},[171,381,382],{"class":202},"Cracked Housing",[171,384,194],{"class":177},[171,386,208],{"class":177},[171,388,187],{"class":177},[171,390,213],{"class":190},[171,392,194],{"class":177},[171,394,197],{"class":177},[171,396,397],{"class":220}," 1",[171,399,400],{"class":177}," }\n",[171,402,404],{"class":173,"line":403},8,[171,405,406],{"class":177},"]\n",[51,408,410],{"id":409},"step-3-visualizing-the-chart","Step 3: Visualizing the Chart",[12,412,413,414,419],{},"Before you can create a Pareto Chart visualization, ensure that you have installed the ",[105,415,416],{},[168,417,418],{},"@flowfuse\u002Fnode-red-dashboard"," node. This library provides the essential user interface components needed to create a real-time dashboard.",[82,421,422,429,435,442],{},[85,423,424,425,428],{},"Open the Editor and click on the ",[105,426,427],{},"hamburger menu"," (☰) in the top-right corner.",[85,430,431,432,49],{},"Select ",[105,433,434],{},"Manage palette",[85,436,437,438,441],{},"Navigate to the ",[105,439,440],{},"Install"," tab.",[85,443,444,445,449,450,49],{},"Search for ",[105,446,447],{},[168,448,418],{}," and click ",[105,451,440],{},[12,453,454,455,67,458,67,461,464],{},"After installation, new UI nodes, such as ",[105,456,457],{},"UI Chart",[105,459,460],{},"UI Gauge",[105,462,463],{},"UI Template",", and others, will appear in your palette. These nodes provide the building blocks to make a Pareto Chart and other interactive dashboard components for industrial applications.",[12,466,467,468,470,471,474,475,477],{},"While the standard ",[105,469,457],{}," node supports most common chart types, it does not include a native ",[105,472,473],{},"Pareto chart",". To create a Pareto Chart with advanced features, the ",[105,476,463],{}," node can be used, allowing you to embed custom components for fully tailored visualizations.",[12,479,480,481,483],{},"Below is an example showing how to create a Pareto Chart using the ",[105,482,463],{}," node. You can copy and import this flow directly into your editor to start using it immediately.",[485,486,488],"render-flow",{":height":487},"300",[162,489,491],{"className":164,"code":490,"language":166,"meta":30,"style":30},"[{\"id\":\"fef40951758bc433\",\"type\":\"ui-template\",\"z\":\"fd8e1f4dd4a1bb0b\",\"group\":\"5a4c5fe0a49298d4\",\"page\":\"\",\"ui\":\"\",\"name\":\"Pareto Chart\",\"order\":1,\"width\":0,\"height\":0,\"head\":\"\",\"format\":\"\u003Ctemplate>\\n    \u003Ccanvas ref=\\\"chart\\\" \u002F>\\n\u003C\u002Ftemplate>\\n\\n\u003Cscript src=\\\"https:\u002F\u002Fcdn.jsdelivr.net\u002Fnpm\u002Fchart.js@4\\\">\u003C\u002Fscript>\\n\u003Cscript>\\n    export default {\\n        mounted() {\\n            this.draw();\\n            \u002F\u002F Register a listener for incoming data from Node-RED\\n            this.$socket.on('msg-input:' + this.id, this.onInput);\\n        },\\n        methods: {\\n            draw() {\\n                \u002F\u002F Get the canvas element to draw the chart on\\n                const ctx = this.$refs.chart;\\n                \\n                \u002F\u002F Initialize the chart with no data\\n                const chart = new Chart(ctx, {\\n                    type: 'bar', \u002F\u002F This is the default type\\n                    data: {\\n                        labels: [],\\n                        datasets: []\\n                    },\\n                    options: {\\n                        responsive: true,\\n                        interaction: {\\n                            mode: 'index',\\n                            intersect: false,\\n                        },\\n                        scales: {\\n                            \u002F\u002F Left Y-axis for the bars (counts)\\n                            y: {\\n                                type: 'linear',\\n                                display: true,\\n                                position: 'left',\\n                                title: {\\n                                    display: true,\\n                                    text: 'Frequency'\\n                                },\\n                                beginAtZero: true\\n                            },\\n                            \u002F\u002F Right Y-axis for the cumulative line (percentages)\\n                            y1: {\\n                                type: 'linear',\\n                                display: true,\\n                                position: 'right',\\n                                title: {\\n                                    display: true,\\n                                    text: 'Cumulative %'\\n                                },\\n                                \u002F\u002F Do not display grid lines for this axis\\n                                grid: {\\n                                    drawOnChartArea: false,\\n                                },\\n                                \u002F\u002F Ensure the percentage scale goes to 100%\\n                                max: 100\\n                            }\\n                        }\\n                    }\\n                });\\n                \\n                \u002F\u002F Make the chart object accessible to other methods\\n                this.chart = chart;\\n            },\\n            onInput(msg) {\\n                \u002F\u002F Get the raw data from the incoming message payload\\n                const rawData = msg.payload;\\n\\n                let cumulativeSum = 0;\\n                const total = rawData.reduce((sum, item) => sum + item.count, 0);\\n\\n                const labels = [];\\n                const barData = [];\\n                const lineData = [];\\n\\n                \u002F\u002F Process the data to build chart datasets\\n                rawData.forEach(item => {\\n                    labels.push(item.type);\\n                    barData.push(item.count);\\n\\n                    \u002F\u002F Calculate cumulative sum and percentage\\n                    cumulativeSum += item.count;\\n                    const cumulativePercentage = (cumulativeSum \u002F total) * 100;\\n                    lineData.push(cumulativePercentage);\\n                });\\n\\n                \u002F\u002F Update the chart's data and labels\\n                this.chart.data.labels = labels;\\n                this.chart.data.datasets = [\\n                    {\\n                        type: 'bar',\\n                        label: 'Frequency',\\n                        data: barData,\\n                        backgroundColor: 'rgba(54, 162, 235, 0.6)',\\n                        yAxisID: 'y'\\n                    },\\n                    {\\n                        type: 'line',\\n                        label: 'Cumulative Percentage',\\n                        data: lineData,\\n                        borderColor: 'rgb(255, 99, 132)',\\n                        backgroundColor: 'rgba(255, 99, 132, 0.4)',\\n                        fill: false,\\n                        yAxisID: 'y1'\\n                    },\\n                    \u002F\u002F -- START OF MODIFICATIONS --\\n                    {\\n                        type: 'line',\\n                        label: '80% Threshold',\\n                        data: labels.map(() => 80), \u002F\u002F Creates a horizontal line at 80\\n                        borderColor: 'rgba(75, 192, 192, 1)',\\n                        borderWidth: 2,\\n                        borderDash: [5, 5], \u002F\u002F This property creates a dotted line\\n                        fill: false,\\n                        pointRadius: 0, \u002F\u002F Hides data points\\n                        yAxisID: 'y1'\\n                    }\\n                ];\\n\\n                \u002F\u002F Redraw the chart to show the new data\\n                this.chart.update();\\n            }\\n        }\\n    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%'",[171,941,685],{"class":684},[171,943,893],{"class":202},[171,945,685],{"class":684},[171,947,948],{"class":202},"                                \u002F\u002F Do not display grid lines for this axis",[171,950,685],{"class":684},[171,952,953],{"class":202},"                                grid: {",[171,955,685],{"class":684},[171,957,958],{"class":202},"                                    drawOnChartArea: false,",[171,960,685],{"class":684},[171,962,893],{"class":202},[171,964,685],{"class":684},[171,966,967],{"class":202},"                                \u002F\u002F Ensure the percentage scale goes to 100%",[171,969,685],{"class":684},[171,971,972],{"class":202},"                                max: 100",[171,974,685],{"class":684},[171,976,977],{"class":202},"                            }",[171,979,685],{"class":684},[171,981,982],{"class":202},"                        }",[171,984,685],{"class":684},[171,986,987],{"class":202},"                    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Your Real Production Data",[82,2516,2517,2520,2527],{},[85,2518,2519],{},"Ensure your upstream data flow (from OPC-UA, MQTT, or database nodes) is cleaned and aggregated into the JSON format described in Step 2.",[85,2521,2522,2523,2526],{},"Connect the output of that flow to the ",[105,2524,2525],{},"Pareto Chart (UI Template)"," node you imported, then deploy the flow.",[85,2528,2529],{},"Whenever new data arrives, the chart will automatically update, displaying both the bars (frequency) and the cumulative percentage line.",[12,2531,2532,2533,2536],{},"To view the dashboard, click the ",[105,2534,2535],{},"Open Dashboard"," button in the top-right corner of the Dashboard 2.0 sidebar. Your newly created Pareto Chart will appear, complete with bars, the cumulative line, and the 80% threshold.",[12,2538,2539,2541],{},[27,2540],{"alt":29,"dataZoomable":30,"src":31},[33,2542,29],{},[12,2544,2545],{},"The chart visualizes defect types using bars. The cumulative line and the 80% threshold indicate the cutoff point: bars to the left of this intersection represent the vital few defects that contribute most to the total, and these are the areas where you should focus your improvement efforts.",[12,2547,2548,2552],{},[27,2549],{"alt":2550,"dataZoomable":30,"src":2551},"Pareto Chart showing defect categories in manufacturing. The bars on the left, highlighted with a red box, represent the vital few defects","\u002Fblog\u002F2025\u002F09\u002Fimages\u002Fpareto-chart-decoded.png",[33,2553,2550],{},[36,2555,2557],{"id":2556},"takeaways","Takeaways",[12,2559,2560],{},"By following the steps outlined above, you have successfully learned how to create a Pareto Chart that transforms raw production data into clear, actionable insights. This visualization helps manufacturing teams focus their limited time and resources on the problems that matter most.",[51,2562,2564],{"id":2563},"why-this-matters-for-your-business","Why This Matters for Your Business",[12,2566,2567,2568,2571],{},"The real power when you create a Pareto Chart isn't just in identifying problems, it's in changing how your team makes decisions. Instead of trying to fix everything at once or relying on gut feelings, you now have ",[105,2569,2570],{},"data-driven clarity"," on where to focus. This translates into:",[2573,2574,2575,2581,2587,2593],"ul",{},[85,2576,2577,2580],{},[105,2578,2579],{},"Less firefighting, more strategic improvement:"," Teams can stop chasing every small issue and concentrate on the critical few that truly impact production.",[85,2582,2583,2586],{},[105,2584,2585],{},"Faster problem resolution:"," When everyone can see which issues dominate, alignment happens quickly and solutions get implemented faster.",[85,2588,2589,2592],{},[105,2590,2591],{},"Better conversations with management:"," Visual data makes it easier to justify resource allocation and demonstrate the impact of improvement initiatives.",[85,2594,2595,2598],{},[105,2596,2597],{},"Continuous learning:"," As the top issues are resolved, new patterns emerge, creating a cycle of ongoing improvement.",[51,2600,2602],{"id":2601},"building-on-your-success","Building on Your Success",[12,2604,2605,2606,2609],{},"With your ability to create a Pareto Chart established, you've built a foundation for ",[105,2607,2608],{},"data-driven decision-making",". The same approach to make a Pareto Chart can be applied to other areas of operations:",[2573,2611,2612,2615,2618,2621],{},[85,2613,2614],{},"Track equipment downtime reasons to optimize maintenance schedules.",[85,2616,2617],{},"Analyze customer feedback to prioritize product improvements.",[85,2619,2620],{},"Monitor supplier performance to strengthen the supply chain.",[85,2622,2623],{},"Identify training gaps by analyzing operator errors.",[12,2625,2626,2627,2631],{},"A Pareto chart also rarely stands alone. It usually sits inside a broader ",[16,2628,2630],{"href":2629},"\u002Fblog\u002F2026\u002F08\u002Fmanufacturing-dashboard-examples\u002F","quality or production dashboard"," next to defect trends, first-pass yield, and downtime, so the cause breakdown is read in context rather than on its own.",[12,2633,2634],{},"FowFuse makes it simple to replicate this success across your organization. The same flow can be deployed to multiple lines, shared with other teams, and adapted for different use cases, while maintaining security and control through enterprise-grade features.",[12,2636,2637,2638,2642],{},"Ready to see how FlowFuse can help your team make better decisions with production data? ",[16,2639,2641],{"href":2640},"\u002Fbook-demo\u002F","Book a demo"," to discover how manufacturers are using visual analytics to drive continuous improvement and operational excellence.",[2644,2645,2646],"style",{},"html pre.shiki code .sMK4o, html code.shiki .sMK4o{--shiki-light:#39ADB5;--shiki-default:#89DDFF;--shiki-dark:#89DDFF}html pre.shiki code .spNyl, html code.shiki .spNyl{--shiki-light:#9C3EDA;--shiki-default:#C792EA;--shiki-dark:#C792EA}html pre.shiki code .sfazB, html code.shiki .sfazB{--shiki-light:#91B859;--shiki-default:#C3E88D;--shiki-dark:#C3E88D}html pre.shiki code .sbssI, html code.shiki .sbssI{--shiki-light:#F76D47;--shiki-default:#F78C6C;--shiki-dark:#F78C6C}html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html.light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html pre.shiki code .sTEyZ, html code.shiki .sTEyZ{--shiki-light:#90A4AE;--shiki-default:#EEFFFF;--shiki-dark:#BABED8}html pre.shiki code .sBMFI, html code.shiki .sBMFI{--shiki-light:#E2931D;--shiki-default:#FFCB6B;--shiki-dark:#FFCB6B}",{"title":30,"searchDepth":262,"depth":262,"links":2648},[2649,2655],{"id":38,"depth":181,"text":39,"children":2650},[2651,2652,2653,2654],{"id":53,"depth":227,"text":54},{"id":99,"depth":227,"text":100},{"id":409,"depth":227,"text":410},{"id":2513,"depth":227,"text":2514},{"id":2556,"depth":181,"text":2557,"children":2656},[2657,2658],{"id":2563,"depth":227,"text":2564},{"id":2601,"depth":227,"text":2602},null,"2025-09-02","Learn how to create a Pareto Chart to identify the vital few defects in your production data. 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language.","\u002Fdocs\u002Fuser\u002Fexpert\u002Fchat\u002F#support-mode",[2708],{"url":2709,"release":2700},"\u002Fchangelog\u002F2026\u002F02\u002Fff-expert-debug-log-context\u002F",false,{"edge":2672,"hub":2672,"fleet":2672},{"id":2713,"title":2714,"description":2715,"docsLink":2716,"changelog":2717,"subfeature":2672,"showOnPricing":2710,"tiers":2721},"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",[2718],{"url":2719,"release":2720},"\u002Fchangelog\u002F2026\u002F05\u002Fexpert-application-building\u002F","2.30",{"edge":2672,"hub":2672,"fleet":2672},{"id":2723,"title":2724,"description":2725,"docsLink":2726,"subfeature":2672,"beta":2672,"showOnPricing":2710,"tiers":2727},"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":2672,"hub":2672,"fleet":2672},{"id":2729,"title":2730,"description":2731,"docsLink":2732,"tiers":2733},"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":2672,"hub":2672,"fleet":2672},{"id":2735,"title":2736,"description":2737,"tiers":2738},"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":2672,"hub":2672,"fleet":2672},{"id":2740,"title":2741,"features":2742},"build","Build",[2743,2749,2755,2765,2771,2777,2781,2787,2793,2801,2807,2811,2815,2824,2832],{"id":2744,"title":2745,"description":2746,"docsLink":2747,"tiers":2748},"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":2672,"hub":2710,"fleet":2672},{"id":2750,"title":2751,"description":2752,"docsLink":2753,"tiers":2754},"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":2672,"hub":2672,"fleet":2672},{"id":2756,"title":2757,"description":2758,"docsLink":2759,"changelog":2760,"tiers":2764},"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",[2761],{"url":2762,"release":2763},"\u002Fchangelog\u002F2026\u002F07\u002Fexpert-tables-automation\u002F","2.33",{"edge":2672,"hub":2672,"fleet":2672},{"id":2766,"title":2767,"description":2768,"docsLink":2769,"tiers":2770},"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":2672,"hub":2672,"fleet":2672},{"id":2772,"title":2773,"description":2774,"docsLink":2775,"showOnPricing":2710,"tiers":2776},"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":2672,"hub":2672,"fleet":2672},{"id":2778,"title":2779,"showOnPricing":2710,"tiers":2780},"static-assets","Static Assets",{"edge":2672,"hub":2672,"fleet":2672},{"id":2782,"title":2783,"description":2784,"docsLink":2785,"tiers":2786},"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":2672,"hub":2672,"fleet":2672},{"id":2788,"title":2789,"description":2790,"docsLink":2791,"tiers":2792},"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":2672,"hub":2672,"fleet":2672},{"id":2794,"title":2795,"description":2796,"changelog":2797,"subfeature":2672,"showOnPricing":2710,"tiers":2800},"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.",[2798],{"url":2799,"release":2763},"\u002Fchangelog\u002F2026\u002F07\u002Fteam-and-application-dashboards\u002F",{"edge":2672,"hub":2672,"fleet":2672},{"id":2802,"title":2803,"description":2804,"docsLink":2805,"tiers":2806},"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":2672,"hub":2672,"fleet":2672},{"id":2808,"title":2809,"subfeature":2672,"showOnPricing":2710,"tiers":2810},"blueprints-ot-apps","Blueprints - OT APPS",{"edge":2672,"hub":2710,"fleet":2672},{"id":2812,"title":2813,"subfeature":2672,"showOnPricing":2710,"tiers":2814},"blueprints-it-apps","Blueprints - IT APPS",{"edge":2710,"hub":2672,"fleet":2710},{"id":2816,"title":2817,"description":2818,"changelog":2819,"showOnPricing":2710,"tiers":2823},"immersive-editor-snapshots","Snapshot Details in Immersive Editor","View and manage snapshot details directly inside the immersive editor without leaving your editing session.",[2820],{"url":2821,"release":2822},"\u002Fchangelog\u002F2026\u002F03\u002Fsnapshot-detail-modal-immersive-editor\u002F","2.29",{"edge":2672,"hub":2672,"fleet":2672},{"id":2825,"title":2826,"description":2827,"changelog":2828,"showOnPricing":2710,"tiers":2831},"immersive-editor-drawer","Customisable Immersive Editor Drawer","Pin, move, resize, or full-screen the immersive editor drawer. Your preferences are remembered between sessions.",[2829],{"url":2830,"release":2720},"\u002Fchangelog\u002F2026\u002F04\u002Fimmersive-editor-drawer\u002F",{"edge":2672,"hub":2672,"fleet":2672},{"id":2833,"title":2834,"description":2835,"changelog":2836,"showOnPricing":2710,"tiers":2839},"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.",[2837],{"url":2838,"release":2822},"\u002Fchangelog\u002F2026\u002F03\u002Fembedded-editor-tab-title\u002F",{"edge":2672,"hub":2672,"fleet":2672},{"id":2841,"title":2842,"features":2843},"deploy","Deploy",[2844,2850,2859,2865,2871,2877,2883,2889,2894],{"id":2845,"title":2846,"description":2847,"docsLink":2848,"tiers":2849},"hosted-instances","Cloud Instances","Run Node-RED instances managed and hosted by FlowFuse.","\u002Fdocs\u002Fuser\u002Fintroduction\u002F#creating-a-node-red-instance",{"edge":2672,"hub":2672,"fleet":2672},{"id":2851,"title":2852,"description":2853,"docsLink":2854,"changelog":2855,"tiers":2858},"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",[2856],{"url":2857,"release":2700},"\u002Fchangelog\u002F2026\u002F02\u002Fdevice-agent-nodejs-options\u002F",{"edge":2672,"hub":2710,"fleet":2672},{"id":2860,"title":2861,"description":2862,"docsLink":2863,"tiers":2864},"custom-hostnames","Custom Hostnames","Access your Node-RED application via your own domain name.","\u002Fdocs\u002Fuser\u002Fcustom-hostnames\u002F",{"edge":2710,"hub":2672,"fleet":2710},{"id":2866,"title":2867,"description":2868,"docsLink":2869,"tiers":2870},"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":2672,"hub":2710,"fleet":2672},{"id":2872,"title":2873,"description":2874,"docsLink":2875,"showOnPricing":2710,"tiers":2876},"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":2672,"hub":2672,"fleet":2672},{"id":2878,"title":2879,"description":2880,"docsLink":2881,"tiers":2882},"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":2672,"hub":2672,"fleet":2672},{"id":2884,"title":2885,"description":2886,"docsLink":2887,"tiers":2888},"git-integration","Git Integration","Back up your flows to a remote Git repository through a DevOps Pipeline. 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Step through every changed, added, or deleted node and see property and code diffs.",[2928],{"url":2929,"release":2822},"\u002Fchangelog\u002F2026\u002F04\u002Fsnapshot-diff-viewer\u002F",{"edge":2672,"hub":2672,"fleet":2672},{"id":2932,"title":2933,"subfeature":2672,"showOnPricing":2710,"tiers":2934},"version-history-timeline","Version History Timeline",{"edge":2672,"hub":2672,"fleet":2672},{"id":2936,"title":2937,"tiers":2938},"unlimited-workflow-executions","Unlimited Workflow Executions",{"edge":2672,"hub":2672,"fleet":2672},{"id":2940,"title":2941,"description":2942,"tiers":2943},"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":2672,"hub":2710,"fleet":2672},{"id":2945,"title":2946,"description":2947,"docsLink":2948,"tiers":2949},"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":2672,"hub":2710,"fleet":2672},{"id":2951,"title":2952,"description":2953,"docsLink":2954,"tiers":2955},"high-availability","High Availability","Leverage horizontal scaling for reliable and scalable processing of your data through Node-RED.","\u002Fdocs\u002Fuser\u002Fhigh-availability\u002F",{"edge":2710,"hub":2672,"fleet":2710},{"id":2957,"title":2958,"description":2959,"tiers":2960},"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":2672,"hub":2672,"fleet":2672},{"id":2962,"title":2963,"description":2964,"docsLink":2965,"subfeature":2672,"showOnPricing":2710,"tiers":2966},"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":2672,"hub":2672,"fleet":2672},{"id":2968,"title":2969,"subfeature":2672,"showOnPricing":2710,"tiers":2970},"email-alerts","Email Alerts",{"edge":2672,"hub":2672,"fleet":2672},{"id":2972,"title":2973,"showOnPricing":2710,"tiers":2974},"api-debug-length-limit","API\u002FDebug Length Limit",{"edge":2672,"hub":2672,"fleet":2672},{"id":2976,"title":2977,"tiers":2978},"protected-instances","Protected Instances",{"edge":2710,"hub":2672,"fleet":2710},{"id":2980,"title":2981,"features":2982},"govern-secure","Govern and Secure",[2983,2992,2998,3004,3009,3015,3021,3027,3035,3041,3047,3053],{"id":2984,"title":2985,"description":2986,"docsLink":2987,"changelog":2988,"tiers":2991},"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",[2989],{"url":2990,"release":2763},"\u002Fchangelog\u002F2026\u002F07\u002Fapplication-sso-groups\u002F",{"edge":2672,"hub":2672,"fleet":2672},{"id":2993,"title":2994,"description":2995,"docsLink":2996,"tiers":2997},"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":2672,"hub":2672,"fleet":2672},{"id":2999,"title":3000,"description":3001,"docsLink":3002,"tiers":3003},"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":2710,"hub":2672,"fleet":2672},{"id":3005,"title":3006,"description":3007,"tiers":3008},"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":2672,"hub":2710,"fleet":2710},{"id":3010,"title":3011,"description":3012,"docsLink":3013,"tiers":3014},"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":2672,"hub":2672,"fleet":2672},{"id":3016,"title":3017,"description":3018,"docsLink":3019,"tiers":3020},"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":2672,"hub":2672,"fleet":2672},{"id":3022,"title":3023,"description":3024,"docsLink":3025,"subfeature":2672,"showOnPricing":2710,"tiers":3026},"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":2672,"hub":2672,"fleet":2672},{"id":3028,"title":3029,"description":3030,"changelog":3031,"subfeature":2672,"showOnPricing":2710,"tiers":3034},"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.",[3032],{"url":3033,"release":2763},"\u002Fchangelog\u002F2026\u002F07\u002Fscoped-pats\u002F",{"edge":2672,"hub":2672,"fleet":2672},{"id":3036,"title":3037,"description":3038,"docsLink":3039,"showOnPricing":2710,"tiers":3040},"team-members","Team Members","Invite multiple team members to collaborate on the same Node-RED flows.","\u002Fdocs\u002Fuser\u002Fteam\u002F#teams",{"edge":2672,"hub":2672,"fleet":2672},{"id":3042,"title":3043,"description":3044,"docsLink":3045,"showOnPricing":2710,"tiers":3046},"endpoint-security","Endpoint Security","Secure HTTP endpoints for hosted Node-RED instances using FlowFuse credentials.","\u002Fdocs\u002Fuser\u002Finstance-settings\u002F#security",{"edge":2672,"hub":2672,"fleet":2672},{"id":3048,"title":3049,"description":3050,"docsLink":3051,"tiers":3052},"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":2710,"hub":2672,"fleet":2710},{"id":3054,"title":3055,"description":3056,"tiers":3057},"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":2710,"hub":2672,"fleet":2710},{"id":3059,"title":3060,"features":3061},"support","Support",[3062,3067,3071],{"id":3063,"title":3064,"docsLink":3065,"tiers":3066},"installation-support","Installation Support","\u002Fdocs\u002Finstall\u002Fintroduction\u002F#do-you-need-help-installation-service",{"edge":2672,"hub":2672,"fleet":2672},{"id":3068,"title":3069,"showOnPricing":2710,"tiers":3070},"live-chat-support","Live Chat Support",{"edge":2672,"hub":2672,"fleet":2672},{"id":3072,"title":3073,"docsLink":3074,"tiers":3075},"enterprise-support","Enterprise 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Node Support",{"path":3083,"title":3084},"\u002Fchangelog\u002F2023\u002F09\u002Fdevops-actions","DevOps Pipeline with action selection",{"path":3086,"title":3087},"\u002Fchangelog\u002F2023\u002F09\u002Fintroduction-enterprise-tier","Introducing the Enterprise Tier",{"path":3089,"title":3090},"\u002Fchangelog\u002F2023\u002F09\u002Fpipeline-api","API Endpoint for DevOps Pipeline",{"path":3092,"title":3093},"\u002Fchangelog\u002F2023\u002F09\u002Fsnapshots-devices","Usability improvements to Device Management",{"path":3095,"title":2803},"\u002Fchangelog\u002F2023\u002F10\u002Fblueprints",{"path":3097,"title":3098},"\u002Fchangelog\u002F2023\u002F10\u002Fcertified-nodes","Certified Nodes",{"path":3100,"title":3101},"\u002Fchangelog\u002F2023\u002F10\u002Fdevice-snapshot-selection","Enhanced Snapshot Selection",{"path":3103,"title":3104},"\u002Fchangelog\u002F2023\u002F10\u002Fpath-bug-fix","Device Agent path bug fix",{"path":3106,"title":3107},"\u002Fchangelog\u002F2023\u002F10\u002Fresource-alerts","Resource Monitoring in Audit Log",{"path":3109,"title":2994},"\u002Fchangelog\u002F2023\u002F11\u002F2fa",{"path":3111,"title":3112},"\u002Fchangelog\u002F2023\u002F11\u002Fdefault-editor","Device Editor enabled by default",{"path":3114,"title":3115},"\u002Fchangelog\u002F2023\u002F11\u002Fdevices-in-pipelines","Devices in DevOps Pipelines",{"path":3117,"title":3118},"\u002Fchangelog\u002F2023\u002F11\u002Fproject-nodes-devices","Project Nodes for Devices",{"path":3120,"title":3121},"\u002Fchangelog\u002F2023\u002F12\u002Fbilling","No Credit Card required for billing",{"path":3123,"title":3124},"\u002Fchangelog\u002F2023\u002F12\u002Fblueprint-selection","Blueprint Selection Update",{"path":3126,"title":3127},"\u002Fchangelog\u002F2023\u002F12\u002Fdevice-groups","Device Groups",{"path":3129,"title":3130},"\u002Fchangelog\u002F2023\u002F12\u002Femail-alerting-node-red-crash","Email Alerts for 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SSO",{"path":3156,"title":3157},"\u002Fchangelog\u002F2024\u002F01\u002Fstreamlined-device-assignment","Streamlined Device assignment",{"path":3159,"title":3160},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-auto-snapshot","Device Auto Snapshots",{"path":3162,"title":3163},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-instance-audit-logs","Device Instance Audit Logging",{"path":3165,"title":3166},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-onboarding-improvements","Device Onboarding Improvements",{"path":3168,"title":3169},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-pricing-change","Pricing change for Devices",{"path":3171,"title":3172},"\u002Fchangelog\u002F2024\u002F02\u002Finstance-auto-snapshots","Instance Auto Snapshots",{"path":3174,"title":3175},"\u002Fchangelog\u002F2024\u002F02\u002Fpostgresql-upgrade","PostgreSQL Version update",{"path":3177,"title":3178},"\u002Fchangelog\u002F2024\u002F03\u002Fbearer-token-authentication","Bearer Token Authentication for Node-RED Instances",{"path":3180,"title":3181},"\u002Fchangelog\u002F2024\u002F03\u002Finstance-protection-mode","Instance Protection Mode",{"path":3183,"title":3184},"\u002Fchangelog\u002F2024\u002F03\u002Flimits-debug-payload","Configure HTTP Payload and Debug Message size",{"path":3186,"title":3187},"\u002Fchangelog\u002F2024\u002F03\u002Frestart-devices-remotly","Remote Device Restart",{"path":3189,"title":3190},"\u002Fchangelog\u002F2024\u002F04\u002Fcustom-nodes-on-devices","Custom Nodes Support on Devices",{"path":3192,"title":3193},"\u002Fchangelog\u002F2024\u002F04\u002Fdevice-auto-snapshot","Direct Dashboard Access",{"path":3195,"title":3196},"\u002Fchangelog\u002F2024\u002F04\u002Fimproving-device-groups","Improving Device Groups",{"path":3198,"title":3199},"\u002Fchangelog\u002F2024\u002F04\u002Fpricing-change","Pricing change Enterprise & Teams Tier",{"path":3201,"title":3202},"\u002Fchangelog\u002F2024\u002F04\u002Ftougher-rate-limiting","Tougher Rate Limiting on Public Routes",{"path":3204,"title":3205},"\u002Fchangelog\u002F2024\u002F05\u002Finstance-healthcheck","Customizing instance health-check settings",{"path":3207,"title":3208},"\u002Fchangelog\u002F2024\u002F05\u002Flibrary-blueprints","Blueprints added to Library",{"path":3210,"title":3211},"\u002Fchangelog\u002F2024\u002F05\u002Flibrary-flowviewer","Team Library - Flow Viewer",{"path":3213,"title":3214},"\u002Fchangelog\u002F2024\u002F05\u002Fmanaging-node-red-version-on-devices","Managing Node-RED versions on Devices",{"path":3216,"title":3217},"\u002Fchangelog\u002F2024\u002F05\u002Fsnapshot-improvements","Snapshot Improvements",{"path":3219,"title":3220},"\u002Fchangelog\u002F2024\u002F05\u002Fsnapshot-improvements-pt3","Snapshot Upload",{"path":3222,"title":3220},"\u002Fchangelog\u002F2024\u002F05\u002Fsnapshot-upload",{"path":3224,"title":3225},"\u002Fchangelog\u002F2024\u002F06\u002Fdevice-agent-proxy-support","Running the Device Agent behind an HTTP proxy",{"path":3227,"title":3228},"\u002Fchangelog\u002F2024\u002F06\u002Flibrary-blueprints","Custom hostnames for your instances",{"path":3230,"title":3231},"\u002Fchangelog\u002F2024\u002F06\u002Fmultiline-env-vars","Multi-line Environment Variables",{"path":3233,"title":3234},"\u002Fchangelog\u002F2024\u002F06\u002Fsnapshot-flow-compare","Compare Snapshots flows",{"path":3236,"title":3237},"\u002Fchangelog\u002F2024\u002F07\u002Fapplications-search","Applications Search",{"path":3239,"title":3240},"\u002Fchangelog\u002F2024\u002F07\u002Fdevice-group-clear-snapshot","Device Groups Snapshots",{"path":3242,"title":3243},"\u002Fchangelog\u002F2024\u002F07\u002Fdevice-management-bulk-delete","Managing devices",{"path":3245,"title":3243},"\u002Fchangelog\u002F2024\u002F07\u002Fdevice-management-bulk-move",{"path":3247,"title":3248},"\u002Fchangelog\u002F2024\u002F07\u002Fedit-snapshots","Edit Snapshots",{"path":3250,"title":3251},"\u002Fchangelog\u002F2024\u002F07\u002Fflowfuse-assistant","The FlowFuse Expert",{"path":3253,"title":3254},"\u002Fchangelog\u002F2024\u002F07\u002Fflowfuse-assistant-json","FlowFuse Expert Writes JSON",{"path":3256,"title":3257},"\u002Fchangelog\u002F2024\u002F07\u002Fimmersive-editor","Immersive Editor Experience",{"path":3259,"title":3260},"\u002Fchangelog\u002F2024\u002F07\u002Fnotifications-inbox","Notifications Inbox",{"path":3262,"title":3260},"\u002Fchangelog\u002F2024\u002F07\u002Fnotifications-update",{"path":3264,"title":3265},"\u002Fchangelog\u002F2024\u002F07\u002Fpersistent-storage","Persistent Storage on FlowFuse Cloud",{"path":3267,"title":3268},"\u002Fchangelog\u002F2024\u002F07\u002Fsso","Single Sign On Updates",{"path":3270,"title":3271},"\u002Fchangelog\u002F2024\u002F08\u002Fbill-of-materials","Bill of Materials",{"path":3273,"title":3274},"\u002Fchangelog\u002F2024\u002F08\u002Fenterprise-license-update","Enforcing Enterprise Restrictions",{"path":3276,"title":3277},"\u002Fchangelog\u002F2024\u002F08\u002Fldap-sso-groups","LDAP Single Sign On Updates",{"path":3279,"title":3280},"\u002Fchangelog\u002F2024\u002F08\u002Fstatic-file-service-navigation-visibility","Static File Service Navigation and Visibility",{"path":3282,"title":3283},"\u002Fchangelog\u002F2024\u002F10\u002Fdevice-group-env-vars","Environment Variables for your Device Groups",{"path":3285,"title":3286},"\u002Fchangelog\u002F2024\u002F10\u002Fmqtt-service","MQTT Broker Service",{"path":3288,"title":3289},"\u002Fchangelog\u002F2024\u002F10\u002Fnotifications-bulk-actions","Managing Notifications",{"path":3291,"title":3292},"\u002Fchangelog\u002F2024\u002F10\u002Fsnapshot-download-upload-options","Snapshot Upload and Download Improvements",{"path":3294,"title":2933},"\u002Fchangelog\u002F2024\u002F10\u002Fversion-history-timeline",{"path":3296,"title":3297},"\u002Fchangelog\u002F2024\u002F11\u002Faudit-log-hierarchy","Audit logs show hierarchical events",{"path":3299,"title":3300},"\u002Fchangelog\u002F2024\u002F11\u002Fdevice-agent-release","Device Agent 3.0 released",{"path":3302,"title":3303},"\u002Fchangelog\u002F2024\u002F11\u002Fmqtt-topic-hierarchy","MQTT Topic Hierarchy view",{"path":3305,"title":3306},"\u002Fchangelog\u002F2024\u002F11\u002Fteam-search","Team-wide search",{"path":3308,"title":3309},"\u002Fchangelog\u002F2024\u002F12\u002Fdashboad-iframe","Allow Dashboards to be embedded in iFrames",{"path":3311,"title":3312},"\u002Fchangelog\u002F2024\u002F12\u002Fdevice-editor-cache","Device Editor Access Speed Up",{"path":3314,"title":3315},"\u002Fchangelog\u002F2024\u002F12\u002Fteam-bom-timeline","Team BOM and Pipeline Views",{"path":3317,"title":3318},"\u002Fchangelog\u002F2025\u002F01\u002Ffree-tier-onboarding","New Onboarding Tour for Free Tier Users",{"path":3320,"title":3321},"\u002Fchangelog\u002F2025\u002F01\u002Fhidden-env-vars","Hidden Environment Variables",{"path":3323,"title":3324},"\u002Fchangelog\u002F2025\u002F01\u002Fimproved-diagnostics","Improved Diagnostics",{"path":3326,"title":3327},"\u002Fchangelog\u002F2025\u002F01\u002Fteam-level-groups","Team level view of Groups",{"path":3329,"title":3330},"\u002Fchangelog\u002F2025\u002F02\u002Fadditional-device-version-history-events","New Remote Instances Version History Events",{"path":3332,"title":3333},"\u002Fchangelog\u002F2025\u002F02\u002Fbroker-error-feedback","Improved Broker Connection Feedback",{"path":3335,"title":3336},"\u002Fchangelog\u002F2025\u002F02\u002Fdevice-agent-updates","FlowFuse User Authentication on Remote Instances",{"path":3338,"title":2933},"\u002Fchangelog\u002F2025\u002F02\u002Fdevice-version-history-timeline",{"path":3340,"title":3341},"\u002Fchangelog\u002F2025\u002F02\u002Fexternal-brokers","External MQTT Brokers",{"path":3343,"title":3344},"\u002Fchangelog\u002F2025\u002F02\u002Fmqtt-schema-suggestions","MQTT Smart Schema Suggestions",{"path":3346,"title":3347},"\u002Fchangelog\u002F2025\u002F02\u002Fresend-and-extend-team-invitation-expiration","Re-send Team Invitations",{"path":3349,"title":3350},"\u002Fchangelog\u002F2025\u002F02\u002Fschema-docs","Personalized Schema Documentation",{"path":3352,"title":3353},"\u002Fchangelog\u002F2025\u002F02\u002Ftopic-hierarchy-search","Search & Filter for Topic Hierarchy List",{"path":3355,"title":3356},"\u002Fchangelog\u002F2025\u002F03\u002Fcontainer-tags","Changes to tags for flowfuse\u002Fnode-red",{"path":3358,"title":3359},"\u002Fchangelog\u002F2025\u002F03\u002Fdevice-groups","Multiple Device Groups in a pipeline",{"path":3361,"title":3362},"\u002Fchangelog\u002F2025\u002F03\u002Fdevice-local-login","Local Login for Remote Instances",{"path":3364,"title":3365},"\u002Fchangelog\u002F2025\u002F03\u002Ffree-tier","Free Tier now more accessible to all",{"path":3367,"title":3368},"\u002Fchangelog\u002F2025\u002F03\u002Fresource-notifications","Resource Alerts",{"path":3370,"title":3371},"\u002Fchangelog\u002F2025\u002F03\u002Fsnapshot-filter","Filtering Snapshots",{"path":3373,"title":3374},"\u002Fchangelog\u002F2025\u002F03\u002Fteam-npm-registry","NPM Package Hosting",{"path":3376,"title":3377},"\u002Fchangelog\u002F2025\u002F03\u002Ftopic-deletion","MQTT Topic Management",{"path":3379,"title":3380},"\u002Fchangelog\u002F2025\u002F04\u002Fdevice-provisioning","Remote Instance Provisioning",{"path":3382,"title":3383},"\u002Fchangelog\u002F2025\u002F04\u002Fgit-integration","Git Integration with Pipelines",{"path":3385,"title":3386},"\u002Fchangelog\u002F2025\u002F04\u002Finstance-log-browsing","Better Node-RED log handling",{"path":3388,"title":3389},"\u002Fchangelog\u002F2025\u002F05\u002Fimport-node-red-flows","Import Node-RED Flows During Remote Instance Setup",{"path":3391,"title":3392},"\u002Fchangelog\u002F2025\u002F06\u002Fflowfuse-assistant","FlowFuse Expert just got smarter",{"path":3394,"title":3392},"\u002Fchangelog\u002F2025\u002F06\u002Fflowfuse-assistant-2",{"path":3396,"title":3397},"\u002Fchangelog\u002F2025\u002F06\u002Fgit-integration","Pulling snapshots from Git with Pipelines",{"path":3399,"title":3400},"\u002Fchangelog\u002F2025\u002F06\u002Finstance-performance-memory","Memory Metrics in Instance Performance View",{"path":3402,"title":3403},"\u002Fchangelog\u002F2025\u002F06\u002Fnew-home-page","Introducing the New Home Page Experience",{"path":3405,"title":3406},"\u002Fchangelog\u002F2025\u002F06\u002Fteam-performance","Team Performance Feature",{"path":3408,"title":3409},"\u002Fchangelog\u002F2025\u002F06\u002Fteam-performance-view","Instance Performance View",{"path":3411,"title":3412},"\u002Fchangelog\u002F2025\u002F06\u002Fui-refresh","Navigation UI Refresh",{"path":3414,"title":3415},"\u002Fchangelog\u002F2025\u002F07\u002Fbrowse-node-red-flows","Browse for Node-RED Flows During Remote Instance Setup",{"path":3417,"title":2757},"\u002Fchangelog\u002F2025\u002F07\u002Fflowfuse-tables",{"path":3419,"title":3420},"\u002Fchangelog\u002F2025\u002F07\u002Fimport-blueprints","Import blueprints directly into your existing instances",{"path":3422,"title":3423},"\u002Fchangelog\u002F2025\u002F07\u002Fsimplified-applications-overview","Simplified Applications Page with Summary Tiles",{"path":3425,"title":3426},"\u002Fchangelog\u002F2025\u002F07\u002Fsmart-suggestions","Smart Suggestions",{"path":3428,"title":3429},"\u002Fchangelog\u002F2025\u002F07\u002Fteam-to-pro-plan-rename","Team Plan Renamed to Pro Plan",{"path":3431,"title":3432},"\u002Fchangelog\u002F2025\u002F08\u002Fai-generated-snapshot-descriptions-hosted","Generate snapshot descriptions with AI",{"path":3434,"title":3435},"\u002Fchangelog\u002F2025\u002F08\u002Fai-generated-snapshot-descriptions-remote","AI Snapshot Descriptions Now Work with Remote Instances",{"path":3437,"title":3438},"\u002Fchangelog\u002F2025\u002F08\u002Fdevice-performance","FlowFuse Remote Instance Performance Data",{"path":3440,"title":3441},"\u002Fchangelog\u002F2025\u002F08\u002Fdirect-sso","Direct SSO Login",{"path":3443,"title":3444},"\u002Fchangelog\u002F2025\u002F08\u002Fflowfuse-assistant","FlowFuse Expert documents your flows",{"path":3446,"title":3447},"\u002Fchangelog\u002F2025\u002F08\u002Fflowfuse-mqtt","FlowFuse MQTT",{"path":3449,"title":3450},"\u002Fchangelog\u002F2025\u002F08\u002Fhttp-cors","Configure HTTP CORS",{"path":3452,"title":3453},"\u002Fchangelog\u002F2025\u002F08\u002Fsubflow-export","Export SubFlow as Node-RED module",{"path":3455,"title":3456},"\u002Fchangelog\u002F2025\u002F08\u002Ftables-assistant","FlowFuse Tables with a little help from the Assistant",{"path":3458,"title":3459},"\u002Fchangelog\u002F2025\u002F09\u002Fexpose-saml-groups-to-dashboard","Allow SSO groups to be shared with the Node-RED Dashboard",{"path":3461,"title":3462},"\u002Fchangelog\u002F2025\u002F09\u002Finline-assist","FlowFuse Expert can help you write code",{"path":3464,"title":3465},"\u002Fchangelog\u002F2025\u002F09\u002Fretiring-flowforge-device-agent","No more @flowforge\u002Fflowforge-device-agent releases",{"path":3467,"title":3468},"\u002Fchangelog\u002F2025\u002F09\u002Frevised-instance-snapshot-ui","Streamlined Snapshot Management",{"path":3470,"title":3471},"\u002Fchangelog\u002F2025\u002F09\u002Fteam-broker-async-api","Capture Async API data from FlowFuse Team Broker",{"path":3473,"title":3474},"\u002Fchangelog\u002F2025\u002F10\u002Fapplication-level-rbac","Application-level access control for Enterprise teams",{"path":3476,"title":3477},"\u002Fchangelog\u002F2025\u002F10\u002Fbulk-device-group-assignment","Easier Access to Bulk Device Group Management",{"path":3479,"title":3480},"\u002Fchangelog\u002F2025\u002F10\u002Fduplicate-instances-across-applications","Duplicate Instances Across Different Applications",{"path":3482,"title":3483},"\u002Fchangelog\u002F2025\u002F10\u002Fimport-flows-on-instance-creation","Import flows during instance creation",{"path":3485,"title":3486},"\u002Fchangelog\u002F2025\u002F10\u002Fmcp-nodes","FlowFuse MCP Server Nodes",{"path":3488,"title":3489},"\u002Fchangelog\u002F2025\u002F10\u002Fonnx-nodes","FlowFuse AI Nodes",{"path":3491,"title":3492},"\u002Fchangelog\u002F2025\u002F10\u002Fsettings-page-device-group-management","Device Group Management from Settings Page",{"path":3494,"title":3495},"\u002Fchangelog\u002F2025\u002F11\u002Fff-expert-update","FlowFuse Expert Update",{"path":3497,"title":3498},"\u002Fchangelog\u002F2025\u002F11\u002Fminimum-nodejs-version","Node.js v20 Minimum Version Requirement",{"path":3500,"title":3501},"\u002Fchangelog\u002F2025\u002F11\u002Fsso-session","SSO control over Session life",{"path":3503,"title":3504},"\u002Fchangelog\u002F2025\u002F12\u002Fff-expert-mcp-insights","FlowFuse Expert: Now with MCP-Powered Insights",{"path":3506,"title":3507},"\u002Fchangelog\u002F2025\u002F12\u002Fscheduled-maintenance","Scheduled Maintenance Mode",{"path":3509,"title":3510},"\u002Fchangelog\u002F2026\u002F01\u002Fdevice-agent-containers","Device Agent Docker Containers updated",{"path":3512,"title":3513},"\u002Fchangelog\u002F2026\u002F01\u002Fff-expert-manage-palette","FlowFuse Expert: Enhanced Palette Integration",{"path":3515,"title":3516},"\u002Fchangelog\u002F2026\u002F01\u002Fff-expert-nr-actions","FlowFuse Expert: Integration with Node-RED",{"path":3518,"title":3519},"\u002Fchangelog\u002F2026\u002F01\u002Fff-expert-palette-queries","FlowFuse Expert: Palette Queries",{"path":3521,"title":3522},"\u002Fchangelog\u002F2026\u002F01\u002Fff-expert-select-flows","FlowFuse Expert: Ask about your flows",{"path":3524,"title":3525},"\u002Fchangelog\u002F2026\u002F01\u002Fmcp-rbacs","FlowFuse Expert: MCP-Powered Insights with RBACs",{"path":3527,"title":3528},"\u002Fchangelog\u002F2026\u002F01\u002Fmcp-security","FlowFuse Expert: MCP-Powered Insights",{"path":3530,"title":3531},"\u002Fchangelog\u002F2026\u002F02\u002Fdevice-agent-nodejs-options","Set Node.js Options for Remote Instances",{"path":3533,"title":3534},"\u002Fchangelog\u002F2026\u002F02\u002Fff-expert-debug-log-context","FlowFuse Expert: Helping you make sense of your debug log",{"path":3536,"title":3537},"\u002Fchangelog\u002F2026\u002F02\u002Fff-expert-update-banner","FlowFuse Expert: Never Miss an Update",{"path":3539,"title":3540},"\u002Fchangelog\u002F2026\u002F02\u002Fha-instance-rolling-restart","HA Hosted Instance Rolling Restart",{"path":3542,"title":3543},"\u002Fchangelog\u002F2026\u002F02\u002Fremote-instances-immersive-editor","Immersive Mode for Remote Instances",{"path":3545,"title":3546},"\u002Fchangelog\u002F2026\u002F02\u002Frestoring-snapshots-to-remote-instances","Restoring snapshots to developer-mode Remote 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