[{"data":1,"prerenderedAt":1554},["ShallowReactive",2],{"blog-\u002Fblog\u002F2026\u002F08\u002Flayered-process-audit":3,"featureCatalog":624,"changelog-titles":1019,"blog-all-for-related":1553},{"id":4,"title":5,"authors":6,"body":8,"cta":600,"date":604,"description":605,"extension":606,"features":607,"image":608,"lastUpdated":607,"meta":609,"navigation":614,"path":615,"release":607,"seo":616,"stem":617,"subtitle":618,"tags":619,"tldr":622,"video":607,"__hash__":623},"blog\u002Fblog\u002F2026\u002F08\u002Flayered-process-audit.md","Layered Process Audit (LPA): A Practical Guide + Checklist",[7],"sumit-shinde",{"type":9,"value":10,"toc":579},"minimark",[11,15,18,21,26,29,32,35,58,61,75,83,89,93,103,106,115,118,121,125,128,131,187,194,199,202,206,209,213,216,219,223,285,288,296,300,303,306,323,335,373,377,382,393,398,415,420,431,443,448,456,461,469,474,485,488,496,500,509,513,516,519,526,534,540,548,552,555,558,561,564,568,571],[12,13,14],"p",{},"Most plants discover process problems after the parts are made. A defect appears at final inspection, a customer reports an issue, and the plant begins sorting, rework, and investigation. So how do you catch those problems while the line is still running? This guide shows you how, using a Layered Process Audit. It includes a checklist template you can take straight to the shop floor.",[12,16,17],{},"A Layered Process Audit works earlier than that. Supervisors, engineers, and managers check the process while production is running and while they are standing at the workstation. These short, regular audits help catch problems before defects are produced, reinforce standard work, and keep communication active between shifts and departments.",[12,19,20],{},"This guide explains what an LPA is, how manufacturers use it, how to run one, and includes a practical checklist you can use on the shop floor.",[22,23,25],"h2",{"id":24},"layered-process-audit-lpa-definition-and-meaning","Layered Process Audit (LPA): Definition and Meaning",[12,27,28],{},"A Layered Process Audit (LPA) is a structured manufacturing audit used to verify that a process is being performed according to the defined standard. The audit focuses on how the work is done, not on inspecting finished parts.",[12,30,31],{},"In practice, an LPA is performed at the workstation. The auditor observes the operation, asks a small set of standard questions, and records whether each requirement is being followed. The same process is checked repeatedly by different levels of management, which is where the term layered comes from.",[12,33,34],{},"The layers are organizational levels, not stages of production. A typical program includes:",[36,37,38,46,52],"ul",{},[39,40,41,45],"li",{},[42,43,44],"strong",{},"Layer 1:"," Supervisor or team leader",[39,47,48,51],{},[42,49,50],{},"Layer 2:"," Area manager",[39,53,54,57],{},[42,55,56],{},"Layer 3:"," Plant leadership",[12,59,60],{},"All three may audit the same station, but at different frequencies.",[12,62,63,64,69,70,74],{},"A useful way to think about an LPA is as a routine health check for production. Final inspection tells you a part is bad; an LPA is intended to find the missing setup check, incorrect material, bypassed ",[65,66,68],"a",{"href":67},"\u002Fblog\u002F2025\u002F09\u002Fpoka-yoke-mistake-proofing\u002F","error-proofing device",", or ",[65,71,73],{"href":72},"\u002Fblog\u002F2026\u002F07\u002Fwhat-is-instrument-calibration\u002F","out-of-calibration tool"," before bad parts are made.",[12,76,77,78,82],{},"LPAs are common in ",[65,79,81],{"href":80},"\u002Findustries\u002Fautomotive\u002F","automotive manufacturing"," and other industries with strict quality requirements. They do not replace product audits, process audits, or the plant's quality management system; they add a frequent, practical layer of process verification where the work happens.",[84,85],"cta-image",{"alt":86,"cta":87,"src":88},"Power Workplace relies on FlowFuse for scalability, reliability and security audits - book a demo","demo","\u002Fimages\u002Fcta\u002Fpower-workplace-book-demo.png",[22,90,92],{"id":91},"why-manufacturers-run-lpas","Why Manufacturers Run LPAs",[12,94,95,96,102],{},"Historically, LPAs spread through automotive manufacturing on the back of OEM supplier requirements. DaimlerChrysler and General Motors developed the common approach under the Automotive Industry Action Group, which published the first edition of the ",[65,97,101],{"href":98,"rel":99},"https:\u002F\u002Fwww.aiag.org\u002Ftraining-and-resources\u002Fmanuals\u002Fdetails\u002FCQI-8",[100],"nofollow","CQI-8 Layered Process Audit Guideline"," in 2005 and a second edition in 2014. Today those requirements reach suppliers through customer-specific documents from OEMs such as General Motors and Stellantis, and CQI-8 remains the guidance most plants reference.",[12,104,105],{},"The purpose is simple: verify that critical process controls are being followed while production is running. Finding a bypassed sensor today is far less expensive than sorting suspect parts weeks later.",[12,107,108,109,114],{},"LPAs support the intent of ",[65,110,113],{"href":111,"rel":112},"https:\u002F\u002Fwww.iatfglobaloversight.org\u002F",[100],"IATF 16949",", but they do not replace the internal, process, or product audits required by the quality management system.",[12,116,117],{},"Manufacturers typically use LPAs to reinforce standard work, verify critical process settings, reduce repeat quality problems, improve accountability, and increase management presence on the shop floor.",[12,119,120],{},"The value of an LPA comes from consistent observation and quick correction, not from the checklist itself.",[22,122,124],{"id":123},"how-the-layers-work","How the Layers Work",[12,126,127],{},"The same process is checked by different levels of management at different frequencies. Lower layers audit more often and in greater detail; higher layers audit less often and across a broader area.",[12,129,130],{},"The table below is a common starting point rather than a rule. CQI-8 deliberately leaves audit frequency and question topics to each organization, so set yours based on process risk and expect them to change as you learn which stations need more attention.",[132,133,134,150],"table",{},[135,136,137],"thead",{},[138,139,140,144,147],"tr",{},[141,142,143],"th",{},"Layer",[141,145,146],{},"Typical role",[141,148,149],{},"Typical frequency",[151,152,153,165,176],"tbody",{},[138,154,155,159,162],{},[156,157,158],"td",{},"Layer 1",[156,160,161],{},"Supervisor \u002F Team leader",[156,163,164],{},"Daily",[138,166,167,170,173],{},[156,168,169],{},"Layer 2",[156,171,172],{},"Area manager",[156,174,175],{},"Weekly",[138,177,178,181,184],{},[156,179,180],{},"Layer 3",[156,182,183],{},"Plant manager \u002F Director",[156,185,186],{},"Monthly",[12,188,189],{},[190,191],"img",{"alt":192,"src":193},"Three layers of a layered process audit showing a supervisor auditing daily, an area manager weekly, and plant leadership monthly, all checking the same station","\u002Fblog\u002F2026\u002F08\u002Fimages\u002Flayered-process-audit-level.png",[195,196,198],"h3",{"id":197},"layer-1-supervisor-audit","Layer 1: Supervisor Audit",[12,200,201],{},"The supervisor audits the station or line they manage. The focus is operator practice, standard work, tooling, materials, and immediate process controls. Simple problems are usually corrected immediately.",[195,203,205],{"id":204},"layer-2-manager-audit","Layer 2: Manager Audit",[12,207,208],{},"The area manager audits across several lines. In addition to the checklist itself, they verify that Layer 1 audits are being completed and that previous findings have been closed.",[195,210,212],{"id":211},"layer-3-plant-leadership-audit","Layer 3: Plant Leadership Audit",[12,214,215],{},"Plant leadership audits less often and across a wider scope. The focus is whether the LPA system is functioning: audits completed, repeat issues addressed, and no critical controls quietly abandoned.",[12,217,218],{},"A practical rule is: the higher the layer, the wider the scope and the lower the frequency. That overlap creates accountability across the organization.",[22,220,222],{"id":221},"how-to-run-a-layered-process-audit","How to Run a Layered Process Audit",[224,225,226,237,249,255,261,267,273,279],"ol",{},[39,227,228,231,232,236],{},[42,229,230],{},"Select the process."," Start with a high-risk operation such as one with customer complaints, scrap, rework, safety exposure, or critical process parameters. A ",[65,233,235],{"href":234},"\u002Fblog\u002F2025\u002F08\u002Fpareto-chart-manufacturing-guide\u002F","Pareto chart"," is a useful way to identify the stations causing the largest share of defects.",[39,238,239,242,243,248],{},[42,240,241],{},"Create the checklist."," Use the ",[65,244,247],{"href":245,"rel":246},"https:\u002F\u002Fwww.aiag.org\u002Fquality\u002Fautomotive-core-tools\u002Ffmea",[100],"PFMEA",", control plan, work instructions, and recent quality issues. Ten to fifteen objective questions is usually enough.",[39,250,251,254],{},[42,252,253],{},"Define the schedule."," Decide which layer audits each area and how often.",[39,256,257,260],{},[42,258,259],{},"Train the auditors."," Auditors should observe the process, ask factual questions, and record evidence rather than opinions.",[39,262,263,266],{},[42,264,265],{},"Perform the audit at the station."," Watch the operation and record answers while standing at the workstation.",[39,268,269,272],{},[42,270,271],{},"Correct immediate issues."," Fix simple problems during the audit whenever possible.",[39,274,275,278],{},[42,276,277],{},"Assign corrective actions."," Give each finding an owner and a due date.",[39,280,281,284],{},[42,282,283],{},"Verify closure."," Confirm that the action was completed and remains effective during the next audit cycle.",[12,286,287],{},"Most LPAs take 5 to 15 minutes. If an audit takes much longer, the checklist is usually too large for a routine layered audit.",[12,289,290,291,295],{},"Many plants start LPAs with paper checklists or spreadsheets. As the program expands, they often ",[65,292,294],{"href":293},"#layered-process-audit-software-moving-lpas-off-paper","digitize the same workflow"," so audits can be scheduled automatically, findings can trigger alerts, and corrective actions can be tracked across shifts and plants.",[22,297,299],{"id":298},"what-to-put-on-the-lpa-checklist","What to Put on the LPA Checklist",[12,301,302],{},"An LPA checklist should verify the few process controls that matter most. Keep it short and focused.",[12,304,305],{},"Good questions usually come from:",[36,307,308,311,314,317,320],{},[39,309,310],{},"PFMEA high-risk items",[39,312,313],{},"Control plan checks",[39,315,316],{},"Customer complaints",[39,318,319],{},"Scrap and rework data",[39,321,322],{},"Past audit findings",[12,324,325,326,330,331,334],{},"Write questions so they can be answered ",[327,328,329],"em",{},"Yes"," or ",[327,332,333],{},"No"," by observing the process.",[132,336,337,347],{},[135,338,339],{},[138,340,341,344],{},[141,342,343],{},"Avoid",[141,345,346],{},"Better question",[151,348,349,357,365],{},[138,350,351,354],{},[156,352,353],{},"\"Is quality good?\"",[156,355,356],{},"\"Is the approved work instruction available at the station?\"",[138,358,359,362],{},[156,360,361],{},"\"Are tools OK?\"",[156,363,364],{},"\"Is the torque tool within calibration date?\"",[138,366,367,370],{},[156,368,369],{},"\"Is the operator following the process?\"",[156,371,372],{},"\"Is the operator performing step 4 as defined in the standard work?\"",[195,374,376],{"id":375},"example-lpa-questions","Example LPA Questions",[12,378,379],{},[42,380,381],{},"Standard work",[36,383,384,387,390],{},[39,385,386],{},"Is the latest work instruction displayed?",[39,388,389],{},"Is the operator following the defined sequence?",[39,391,392],{},"Is the correct revision of the process sheet in use?",[12,394,395],{},[42,396,397],{},"Materials",[36,399,400,403,412],{},[39,401,402],{},"Is the material label correct and readable?",[39,404,405,406,411],{},"Is ",[65,407,410],{"href":408,"rel":409},"https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FFIFO_(computing_and_electronics)",[100],"FIFO"," being followed?",[39,413,414],{},"Is the approved material being used?",[12,416,417],{},[42,418,419],{},"Tooling and equipment",[36,421,422,425,428],{},[39,423,424],{},"Is the torque tool within calibration date?",[39,426,427],{},"Is the machine parameter within the approved range?",[39,429,430],{},"Is the gauge identified and available at the station?",[12,432,433,434,437,438,442],{},"A calibration date on a checklist is only as good as the record behind it. For what that record should contain and how intervals are set, see ",[65,435,436],{"href":72},"What Is Instrument Calibration (Equipment Calibration)?","; for turning that register into overdue and due-soon status the auditor can check in seconds, see ",[65,439,441],{"href":440},"\u002Fblog\u002F2026\u002F07\u002Fcalibration-management-dashboard\u002F","Tracking Instrument Calibration with a Digital Dashboard",".",[12,444,445],{},[42,446,447],{},"Error-proofing",[36,449,450,453],{},[39,451,452],{},"Is the poka-yoke device active and not bypassed?",[39,454,455],{},"Does the sensor stop the process when a fault is introduced?",[12,457,458],{},[42,459,460],{},"Traceability",[36,462,463,466],{},[39,464,465],{},"Is the batch or serial number recorded correctly?",[39,467,468],{},"Can the current part be traced to its material lot?",[12,470,471],{},[42,472,473],{},"Safety and workplace condition",[36,475,476,479,482],{},[39,477,478],{},"Are required PPE items being worn?",[39,480,481],{},"Is the workstation free from oil, scrap, and obstructions?",[39,483,484],{},"Are safety guards in place?",[12,486,487],{},"A useful checklist usually fits on one page and can be completed while standing at the station.",[12,489,490,491,495],{},"The workplace-condition questions overlap with ",[65,492,494],{"href":493},"\u002Fblog\u002F2025\u002F09\u002Fwhat-is-5s-checklist\u002F","5S",". Keep only the few conditions that affect the process directly and handle broader housekeeping through a separate 5S audit.",[22,497,499],{"id":498},"download-the-lpa-checklist-template","Download the LPA Checklist Template",[12,501,502,503,508],{},"Download the ",[65,504,507],{"href":505,"rel":506},"https:\u002F\u002Fdrive.google.com\u002Ffile\u002Fd\u002F19plwlUo8vKPunGl7LRF1TMFjqGBZoih4\u002Fview?usp=sharing",[100],"one-page Layered Process Audit checklist template"," and use it on the shop floor as a starting point for your LPA program. The sample questions can be adapted to your own PFMEA, control plan, and process requirements.",[22,510,512],{"id":511},"layered-process-audit-software-moving-lpas-off-paper","Layered Process Audit Software: Moving LPAs Off Paper",[12,514,515],{},"Paper LPAs are easy to start, but they become difficult to manage as the program grows. Finding repeat issues, overdue actions, or missed audits usually means searching through forms or spreadsheets.",[12,517,518],{},"A digital LPA keeps the same audit process while making results immediately available. Auditors can complete checklists on a phone or tablet, attach photos, trigger alerts for failed checks, and assign corrective actions from the workstation.",[12,520,521,522,525],{},"The bigger advantage is connecting LPA results with ",[42,523,524],{},"production data",". With FlowFuse, audit applications can connect to machines, PLCs, sensors, databases, and other industrial systems. This lets teams compare failed audit checks with downtime, scrap, machine states, or process parameters to understand what was happening on the line.",[12,527,528,529,533],{},"With ",[65,530,532],{"href":531},"\u002Fblog\u002F2024\u002F03\u002Fdashboard-getting-started\u002F","FlowFuse Dashboard",", plants can build LPA forms, track findings and corrective actions, and visualize audit results alongside production data.",[12,535,536],{},[190,537],{"alt":538,"src":539},"Process diagram showing the five steps after a failed layered process audit check: audit at the station, check fails, alert sent, action assigned, and closure verified, with the finding re-checked at the next audit","\u002Fblog\u002F2026\u002F08\u002Fimages\u002Fpa-escalation-loop.png",[12,541,542,543,547],{},"A useful starting point is the ",[65,544,546],{"href":545},"\u002Fblueprints\u002Fmanufacturing\u002F5s-checklist\u002F","5S Checklist Blueprint",", which can be adapted for an LPA program by replacing the 5S questions with LPA questions.",[22,549,551],{"id":550},"where-lpa-programs-break-down","Where LPA Programs Break Down",[12,553,554],{},"Most LPA programs do not fail suddenly; they become mechanical.",[12,556,557],{},"A common problem is pencil-whipping, where audits are marked complete without anyone visiting the workstation. Another is that higher management layers gradually stop performing their scheduled audits, so the layered system weakens over time.",[12,559,560],{},"Plants also struggle with findings that remain open for too long and checklists that are not updated when the process changes.",[12,562,563],{},"A healthy LPA program stays short, focused, and regularly reviewed. If audits become long and repetitive, people will eventually rush through them or skip them.",[22,565,567],{"id":566},"measure-the-program-not-just-the-audits","Measure the Program, Not Just the Audits",[12,569,570],{},"Treat the LPA as a managed program, not just a checklist activity. Review it monthly by checking whether each layer completed its audits, how quickly findings were closed, whether the same issue is appearing repeatedly at the same station, and whether corrective actions were documented and verified.",[12,572,573,574,578],{},"If a finding keeps returning, use a structured method such as a ",[65,575,577],{"href":576},"\u002Fblog\u002F2025\u002F12\u002Ffive-whys-root-cause-analysis-definition-examples\u002F","Five Whys analysis"," to investigate the root cause rather than repeating the same corrective action.",{"title":580,"searchDepth":581,"depth":581,"links":582},"",4,[583,585,586,592,593,596,597,598,599],{"id":24,"depth":584,"text":25},2,{"id":91,"depth":584,"text":92},{"id":123,"depth":584,"text":124,"children":587},[588,590,591],{"id":197,"depth":589,"text":198},3,{"id":204,"depth":589,"text":205},{"id":211,"depth":589,"text":212},{"id":221,"depth":584,"text":222},{"id":298,"depth":584,"text":299,"children":594},[595],{"id":375,"depth":589,"text":376},{"id":498,"depth":584,"text":499},{"id":511,"depth":584,"text":512},{"id":550,"depth":584,"text":551},{"id":566,"depth":584,"text":567},{"type":601,"title":602,"description":603},"contact","Digitize your shop-floor audits","Talk to us about building LPA forms, alerts, and corrective action tracking on your existing industrial data infrastructure.","2026-08-14","What a layered process audit is, how the layers and frequencies work, what to put on the checklist, and a free LPA checklist template to download.","md",null,"\u002Fblog\u002F2026\u002F08\u002Fimages\u002Flayered-process-audit-blog-tile.png",{"excerpt":610},{"type":9,"value":611},[612],[12,613,14],{},true,"\u002Fblog\u002F2026\u002F08\u002Flayered-process-audit",{"title":5,"description":605},"blog\u002F2026\u002F08\u002Flayered-process-audit","How the layers work, what belongs on the checklist, and a free template for the shop floor",[620,621],"posts","flowfuse","Layered process audits verify that critical process controls are being followed while production is running, before defects are made. Learn how the layers work, what to put on the checklist, and download a free LPA template for the shop floor.","GhG51aZ4MjSTUbPXYR7ACIH13TpzZ0UiWtnwKYoQFc4",{"id":625,"extension":626,"meta":627,"sections":628,"stem":1017,"__hash__":1018},"featureCatalog\u002Ffeature-catalog.yml","yml",{},[629,680,781,843,920,999],{"id":630,"title":631,"features":632},"ai-automation","AI & Automation",[633,643,653,663,669,675],{"id":634,"title":635,"description":636,"docsLink":637,"changelog":638,"tiers":642},"flowfuse-expert-ai","FlowFuse Expert AI","Build industrial apps with agents, and query the state of the factory with an agent. Adapt your current hardware and machines so agentic work can be done against them, without ripping and replacing what's already on the plant floor.","\u002Fdocs\u002Fuser\u002Fexpert\u002F",[639],{"url":640,"release":641},"\u002Fchangelog\u002F2026\u002F02\u002Fff-expert-update-banner\u002F","2.28",{"edge":614,"hub":614,"fleet":614},{"id":644,"title":645,"description":646,"docsLink":647,"changelog":648,"subfeature":614,"showOnPricing":651,"tiers":652},"flowfuse-expert-support-mode","Support Mode","Chat-based assistance for FlowFuse and Node-RED, including Node-RED instance management through natural 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data queries and actions through a single chat interface.","\u002Fdocs\u002Fuser\u002Fexpert\u002Fchat\u002F#insights-mode",{"edge":614,"hub":614,"fleet":614},{"id":670,"title":671,"description":672,"docsLink":673,"tiers":674},"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":614,"hub":614,"fleet":614},{"id":676,"title":677,"description":678,"tiers":679},"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":614,"hub":614,"fleet":614},{"id":681,"title":682,"features":683},"build","Build",[684,690,696,706,712,718,722,728,734,742,748,752,756,765,773],{"id":685,"title":686,"description":687,"docsLink":688,"tiers":689},"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":614,"hub":651,"fleet":614},{"id":691,"title":692,"description":693,"docsLink":694,"tiers":695},"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":614,"hub":614,"fleet":614},{"id":697,"title":698,"description":699,"docsLink":700,"changelog":701,"tiers":705},"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",[702],{"url":703,"release":704},"\u002Fchangelog\u002F2026\u002F07\u002Fexpert-tables-automation\u002F","2.33",{"edge":614,"hub":614,"fleet":614},{"id":707,"title":708,"description":709,"docsLink":710,"tiers":711},"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":614,"hub":614,"fleet":614},{"id":713,"title":714,"description":715,"docsLink":716,"showOnPricing":651,"tiers":717},"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":614,"hub":614,"fleet":614},{"id":719,"title":720,"showOnPricing":651,"tiers":721},"static-assets","Static Assets",{"edge":614,"hub":614,"fleet":614},{"id":723,"title":724,"description":725,"docsLink":726,"tiers":727},"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":614,"hub":614,"fleet":614},{"id":729,"title":730,"description":731,"docsLink":732,"tiers":733},"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":614,"hub":614,"fleet":614},{"id":735,"title":736,"description":737,"changelog":738,"subfeature":614,"showOnPricing":651,"tiers":741},"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.",[739],{"url":740,"release":704},"\u002Fchangelog\u002F2026\u002F07\u002Fteam-and-application-dashboards\u002F",{"edge":614,"hub":614,"fleet":614},{"id":743,"title":744,"description":745,"docsLink":746,"tiers":747},"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":614,"hub":614,"fleet":614},{"id":749,"title":750,"subfeature":614,"showOnPricing":651,"tiers":751},"blueprints-ot-apps","Blueprints - OT APPS",{"edge":614,"hub":651,"fleet":614},{"id":753,"title":754,"subfeature":614,"showOnPricing":651,"tiers":755},"blueprints-it-apps","Blueprints - IT APPS",{"edge":651,"hub":614,"fleet":651},{"id":757,"title":758,"description":759,"changelog":760,"showOnPricing":651,"tiers":764},"immersive-editor-snapshots","Snapshot Details in Immersive Editor","View and manage snapshot details directly inside the immersive editor without leaving your editing session.",[761],{"url":762,"release":763},"\u002Fchangelog\u002F2026\u002F03\u002Fsnapshot-detail-modal-immersive-editor\u002F","2.29",{"edge":614,"hub":614,"fleet":614},{"id":766,"title":767,"description":768,"changelog":769,"showOnPricing":651,"tiers":772},"immersive-editor-drawer","Customisable Immersive Editor Drawer","Pin, move, resize, or full-screen the immersive editor drawer. Your preferences are remembered between sessions.",[770],{"url":771,"release":661},"\u002Fchangelog\u002F2026\u002F04\u002Fimmersive-editor-drawer\u002F",{"edge":614,"hub":614,"fleet":614},{"id":774,"title":775,"description":776,"changelog":777,"showOnPricing":651,"tiers":780},"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.",[778],{"url":779,"release":763},"\u002Fchangelog\u002F2026\u002F03\u002Fembedded-editor-tab-title\u002F",{"edge":614,"hub":614,"fleet":614},{"id":782,"title":783,"features":784},"deploy","Deploy",[785,791,800,806,812,818,824,830,835],{"id":786,"title":787,"description":788,"docsLink":789,"tiers":790},"hosted-instances","Cloud Instances","Run Node-RED instances managed and hosted by FlowFuse.","\u002Fdocs\u002Fuser\u002Fintroduction\u002F#creating-a-node-red-instance",{"edge":614,"hub":614,"fleet":614},{"id":792,"title":793,"description":794,"docsLink":795,"changelog":796,"tiers":799},"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",[797],{"url":798,"release":641},"\u002Fchangelog\u002F2026\u002F02\u002Fdevice-agent-nodejs-options\u002F",{"edge":614,"hub":651,"fleet":614},{"id":801,"title":802,"description":803,"docsLink":804,"tiers":805},"custom-hostnames","Custom Hostnames","Access your Node-RED application via your own domain name.","\u002Fdocs\u002Fuser\u002Fcustom-hostnames\u002F",{"edge":651,"hub":614,"fleet":651},{"id":807,"title":808,"description":809,"docsLink":810,"tiers":811},"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":614,"hub":651,"fleet":614},{"id":813,"title":814,"description":815,"docsLink":816,"showOnPricing":651,"tiers":817},"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":614,"hub":614,"fleet":614},{"id":819,"title":820,"description":821,"docsLink":822,"tiers":823},"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":614,"hub":614,"fleet":614},{"id":825,"title":826,"description":827,"docsLink":828,"tiers":829},"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.",[869],{"url":870,"release":763},"\u002Fchangelog\u002F2026\u002F04\u002Fsnapshot-diff-viewer\u002F",{"edge":614,"hub":614,"fleet":614},{"id":873,"title":874,"subfeature":614,"showOnPricing":651,"tiers":875},"version-history-timeline","Version History Timeline",{"edge":614,"hub":614,"fleet":614},{"id":877,"title":878,"tiers":879},"unlimited-workflow-executions","Unlimited Workflow Executions",{"edge":614,"hub":614,"fleet":614},{"id":881,"title":882,"description":883,"tiers":884},"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":614,"hub":651,"fleet":614},{"id":886,"title":887,"description":888,"docsLink":889,"tiers":890},"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":614,"hub":651,"fleet":614},{"id":892,"title":893,"description":894,"docsLink":895,"tiers":896},"high-availability","High Availability","Leverage horizontal scaling for reliable and scalable processing of your data through Node-RED.","\u002Fdocs\u002Fuser\u002Fhigh-availability\u002F",{"edge":651,"hub":614,"fleet":651},{"id":898,"title":899,"description":900,"tiers":901},"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":614,"hub":614,"fleet":614},{"id":903,"title":904,"description":905,"docsLink":906,"subfeature":614,"showOnPricing":651,"tiers":907},"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":614,"hub":614,"fleet":614},{"id":909,"title":910,"subfeature":614,"showOnPricing":651,"tiers":911},"email-alerts","Email Alerts",{"edge":614,"hub":614,"fleet":614},{"id":913,"title":914,"showOnPricing":651,"tiers":915},"api-debug-length-limit","API\u002FDebug Length Limit",{"edge":614,"hub":614,"fleet":614},{"id":917,"title":918,"tiers":919},"protected-instances","Protected Instances",{"edge":651,"hub":614,"fleet":651},{"id":921,"title":922,"features":923},"govern-secure","Govern and Secure",[924,933,939,945,950,956,962,968,976,982,988,994],{"id":925,"title":926,"description":927,"docsLink":928,"changelog":929,"tiers":932},"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",[930],{"url":931,"release":704},"\u002Fchangelog\u002F2026\u002F07\u002Fapplication-sso-groups\u002F",{"edge":614,"hub":614,"fleet":614},{"id":934,"title":935,"description":936,"docsLink":937,"tiers":938},"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":614,"hub":614,"fleet":614},{"id":940,"title":941,"description":942,"docsLink":943,"tiers":944},"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":651,"hub":614,"fleet":614},{"id":946,"title":947,"description":948,"tiers":949},"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":614,"hub":651,"fleet":651},{"id":951,"title":952,"description":953,"docsLink":954,"tiers":955},"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":614,"hub":614,"fleet":614},{"id":957,"title":958,"description":959,"docsLink":960,"tiers":961},"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":614,"hub":614,"fleet":614},{"id":963,"title":964,"description":965,"docsLink":966,"subfeature":614,"showOnPricing":651,"tiers":967},"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":614,"hub":614,"fleet":614},{"id":969,"title":970,"description":971,"changelog":972,"subfeature":614,"showOnPricing":651,"tiers":975},"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.",[973],{"url":974,"release":704},"\u002Fchangelog\u002F2026\u002F07\u002Fscoped-pats\u002F",{"edge":614,"hub":614,"fleet":614},{"id":977,"title":978,"description":979,"docsLink":980,"showOnPricing":651,"tiers":981},"team-members","Team Members","Invite multiple team members to collaborate on the same Node-RED flows.","\u002Fdocs\u002Fuser\u002Fteam\u002F#teams",{"edge":614,"hub":614,"fleet":614},{"id":983,"title":984,"description":985,"docsLink":986,"showOnPricing":651,"tiers":987},"endpoint-security","Endpoint Security","Secure HTTP endpoints for hosted Node-RED instances using FlowFuse credentials.","\u002Fdocs\u002Fuser\u002Finstance-settings\u002F#security",{"edge":614,"hub":614,"fleet":614},{"id":989,"title":990,"description":991,"docsLink":992,"tiers":993},"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":651,"hub":614,"fleet":651},{"id":995,"title":996,"description":997,"tiers":998},"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":651,"hub":614,"fleet":651},{"id":1000,"title":1001,"features":1002},"support","Support",[1003,1008,1012],{"id":1004,"title":1005,"docsLink":1006,"tiers":1007},"installation-support","Installation Support","\u002Fdocs\u002Finstall\u002Fintroduction\u002F#do-you-need-help-installation-service",{"edge":614,"hub":614,"fleet":614},{"id":1009,"title":1010,"showOnPricing":651,"tiers":1011},"live-chat-support","Live Chat Support",{"edge":614,"hub":614,"fleet":614},{"id":1013,"title":1014,"docsLink":1015,"tiers":1016},"enterprise-support","Enterprise 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Node Support",{"path":1024,"title":1025},"\u002Fchangelog\u002F2023\u002F09\u002Fdevops-actions","DevOps Pipeline with action selection",{"path":1027,"title":1028},"\u002Fchangelog\u002F2023\u002F09\u002Fintroduction-enterprise-tier","Introducing the Enterprise Tier",{"path":1030,"title":1031},"\u002Fchangelog\u002F2023\u002F09\u002Fpipeline-api","API Endpoint for DevOps Pipeline",{"path":1033,"title":1034},"\u002Fchangelog\u002F2023\u002F09\u002Fsnapshots-devices","Usability improvements to Device Management",{"path":1036,"title":744},"\u002Fchangelog\u002F2023\u002F10\u002Fblueprints",{"path":1038,"title":1039},"\u002Fchangelog\u002F2023\u002F10\u002Fcertified-nodes","Certified Nodes",{"path":1041,"title":1042},"\u002Fchangelog\u002F2023\u002F10\u002Fdevice-snapshot-selection","Enhanced Snapshot Selection",{"path":1044,"title":1045},"\u002Fchangelog\u002F2023\u002F10\u002Fpath-bug-fix","Device Agent path bug fix",{"path":1047,"title":1048},"\u002Fchangelog\u002F2023\u002F10\u002Fresource-alerts","Resource Monitoring in Audit Log",{"path":1050,"title":935},"\u002Fchangelog\u002F2023\u002F11\u002F2fa",{"path":1052,"title":1053},"\u002Fchangelog\u002F2023\u002F11\u002Fdefault-editor","Device Editor enabled by default",{"path":1055,"title":1056},"\u002Fchangelog\u002F2023\u002F11\u002Fdevices-in-pipelines","Devices in DevOps Pipelines",{"path":1058,"title":1059},"\u002Fchangelog\u002F2023\u002F11\u002Fproject-nodes-devices","Project Nodes for Devices",{"path":1061,"title":1062},"\u002Fchangelog\u002F2023\u002F12\u002Fbilling","No Credit Card required for billing",{"path":1064,"title":1065},"\u002Fchangelog\u002F2023\u002F12\u002Fblueprint-selection","Blueprint Selection Update",{"path":1067,"title":1068},"\u002Fchangelog\u002F2023\u002F12\u002Fdevice-groups","Device Groups",{"path":1070,"title":1071},"\u002Fchangelog\u002F2023\u002F12\u002Femail-alerting-node-red-crash","Email Alerts for Audit Log Events",{"path":1073,"title":1074},"\u002Fchangelog\u002F2023\u002F12\u002Fnode-red-updated","Node-RED 3.1.3 now available",{"path":1076,"title":1077},"\u002Fchangelog\u002F2024\u002F01\u002Fdevice-audit-log","Introducing the Device Auditlog Feature",{"path":1079,"title":1080},"\u002Fchangelog\u002F2024\u002F01\u002Fdevice-groups-snapshot","Device Groups - Automatic snapshot assignment",{"path":1082,"title":1083},"\u002Fchangelog\u002F2024\u002F01\u002Ffleet-mode","Renaming \"Default Device Mode\" to \"Fleet Mode\"",{"path":1085,"title":1086},"\u002Fchangelog\u002F2024\u002F01\u002Fhelm-v2","Helm Chart v2.0",{"path":1088,"title":1089},"\u002Fchangelog\u002F2024\u002F01\u002Fnew-blueprints","New Blueprints added",{"path":1091,"title":1092},"\u002Fchangelog\u002F2024\u002F01\u002Fsecurity-updates","Security Updates",{"path":1094,"title":1095},"\u002Fchangelog\u002F2024\u002F01\u002Fsso-team-membership","Managing Team Membership via SSO",{"path":1097,"title":1098},"\u002Fchangelog\u002F2024\u002F01\u002Fstreamlined-device-assignment","Streamlined Device assignment",{"path":1100,"title":1101},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-auto-snapshot","Device Auto Snapshots",{"path":1103,"title":1104},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-instance-audit-logs","Device Instance Audit Logging",{"path":1106,"title":1107},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-onboarding-improvements","Device Onboarding Improvements",{"path":1109,"title":1110},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-pricing-change","Pricing change for Devices",{"path":1112,"title":1113},"\u002Fchangelog\u002F2024\u002F02\u002Finstance-auto-snapshots","Instance Auto Snapshots",{"path":1115,"title":1116},"\u002Fchangelog\u002F2024\u002F02\u002Fpostgresql-upgrade","PostgreSQL Version update",{"path":1118,"title":1119},"\u002Fchangelog\u002F2024\u002F03\u002Fbearer-token-authentication","Bearer Token Authentication for Node-RED Instances",{"path":1121,"title":1122},"\u002Fchangelog\u002F2024\u002F03\u002Finstance-protection-mode","Instance Protection Mode",{"path":1124,"title":1125},"\u002Fchangelog\u002F2024\u002F03\u002Flimits-debug-payload","Configure HTTP Payload and Debug Message size",{"path":1127,"title":1128},"\u002Fchangelog\u002F2024\u002F03\u002Frestart-devices-remotly","Remote Device Restart",{"path":1130,"title":1131},"\u002Fchangelog\u002F2024\u002F04\u002Fcustom-nodes-on-devices","Custom Nodes Support on Devices",{"path":1133,"title":1134},"\u002Fchangelog\u002F2024\u002F04\u002Fdevice-auto-snapshot","Direct Dashboard Access",{"path":1136,"title":1137},"\u002Fchangelog\u002F2024\u002F04\u002Fimproving-device-groups","Improving Device Groups",{"path":1139,"title":1140},"\u002Fchangelog\u002F2024\u002F04\u002Fpricing-change","Pricing change Enterprise & Teams Tier",{"path":1142,"title":1143},"\u002Fchangelog\u002F2024\u002F04\u002Ftougher-rate-limiting","Tougher Rate Limiting on Public Routes",{"path":1145,"title":1146},"\u002Fchangelog\u002F2024\u002F05\u002Finstance-healthcheck","Customizing instance health-check settings",{"path":1148,"title":1149},"\u002Fchangelog\u002F2024\u002F05\u002Flibrary-blueprints","Blueprints added to Library",{"path":1151,"title":1152},"\u002Fchangelog\u002F2024\u002F05\u002Flibrary-flowviewer","Team Library - Flow Viewer",{"path":1154,"title":1155},"\u002Fchangelog\u002F2024\u002F05\u002Fmanaging-node-red-version-on-devices","Managing Node-RED versions on Devices",{"path":1157,"title":1158},"\u002Fchangelog\u002F2024\u002F05\u002Fsnapshot-improvements","Snapshot Improvements",{"path":1160,"title":1161},"\u002Fchangelog\u002F2024\u002F05\u002Fsnapshot-improvements-pt3","Snapshot Upload",{"path":1163,"title":1161},"\u002Fchangelog\u002F2024\u002F05\u002Fsnapshot-upload",{"path":1165,"title":1166},"\u002Fchangelog\u002F2024\u002F06\u002Fdevice-agent-proxy-support","Running the Device Agent behind an HTTP proxy",{"path":1168,"title":1169},"\u002Fchangelog\u002F2024\u002F06\u002Flibrary-blueprints","Custom hostnames for your instances",{"path":1171,"title":1172},"\u002Fchangelog\u002F2024\u002F06\u002Fmultiline-env-vars","Multi-line Environment Variables",{"path":1174,"title":1175},"\u002Fchangelog\u002F2024\u002F06\u002Fsnapshot-flow-compare","Compare Snapshots flows",{"path":1177,"title":1178},"\u002Fchangelog\u002F2024\u002F07\u002Fapplications-search","Applications Search",{"path":1180,"title":1181},"\u002Fchangelog\u002F2024\u002F07\u002Fdevice-group-clear-snapshot","Device Groups Snapshots",{"path":1183,"title":1184},"\u002Fchangelog\u002F2024\u002F07\u002Fdevice-management-bulk-delete","Managing devices",{"path":1186,"title":1184},"\u002Fchangelog\u002F2024\u002F07\u002Fdevice-management-bulk-move",{"path":1188,"title":1189},"\u002Fchangelog\u002F2024\u002F07\u002Fedit-snapshots","Edit Snapshots",{"path":1191,"title":1192},"\u002Fchangelog\u002F2024\u002F07\u002Fflowfuse-assistant","The FlowFuse Expert",{"path":1194,"title":1195},"\u002Fchangelog\u002F2024\u002F07\u002Fflowfuse-assistant-json","FlowFuse Expert Writes JSON",{"path":1197,"title":1198},"\u002Fchangelog\u002F2024\u002F07\u002Fimmersive-editor","Immersive Editor Experience",{"path":1200,"title":1201},"\u002Fchangelog\u002F2024\u002F07\u002Fnotifications-inbox","Notifications Inbox",{"path":1203,"title":1201},"\u002Fchangelog\u002F2024\u002F07\u002Fnotifications-update",{"path":1205,"title":1206},"\u002Fchangelog\u002F2024\u002F07\u002Fpersistent-storage","Persistent Storage on FlowFuse Cloud",{"path":1208,"title":1209},"\u002Fchangelog\u002F2024\u002F07\u002Fsso","Single Sign On Updates",{"path":1211,"title":1212},"\u002Fchangelog\u002F2024\u002F08\u002Fbill-of-materials","Bill of Materials",{"path":1214,"title":1215},"\u002Fchangelog\u002F2024\u002F08\u002Fenterprise-license-update","Enforcing Enterprise Restrictions",{"path":1217,"title":1218},"\u002Fchangelog\u002F2024\u002F08\u002Fldap-sso-groups","LDAP Single Sign On Updates",{"path":1220,"title":1221},"\u002Fchangelog\u002F2024\u002F08\u002Fstatic-file-service-navigation-visibility","Static File Service Navigation and Visibility",{"path":1223,"title":1224},"\u002Fchangelog\u002F2024\u002F10\u002Fdevice-group-env-vars","Environment Variables for your Device Groups",{"path":1226,"title":1227},"\u002Fchangelog\u002F2024\u002F10\u002Fmqtt-service","MQTT Broker Service",{"path":1229,"title":1230},"\u002Fchangelog\u002F2024\u002F10\u002Fnotifications-bulk-actions","Managing Notifications",{"path":1232,"title":1233},"\u002Fchangelog\u002F2024\u002F10\u002Fsnapshot-download-upload-options","Snapshot Upload and Download Improvements",{"path":1235,"title":874},"\u002Fchangelog\u002F2024\u002F10\u002Fversion-history-timeline",{"path":1237,"title":1238},"\u002Fchangelog\u002F2024\u002F11\u002Faudit-log-hierarchy","Audit logs show hierarchical events",{"path":1240,"title":1241},"\u002Fchangelog\u002F2024\u002F11\u002Fdevice-agent-release","Device Agent 3.0 released",{"path":1243,"title":1244},"\u002Fchangelog\u002F2024\u002F11\u002Fmqtt-topic-hierarchy","MQTT Topic Hierarchy view",{"path":1246,"title":1247},"\u002Fchangelog\u002F2024\u002F11\u002Fteam-search","Team-wide search",{"path":1249,"title":1250},"\u002Fchangelog\u002F2024\u002F12\u002Fdashboad-iframe","Allow Dashboards to be embedded in iFrames",{"path":1252,"title":1253},"\u002Fchangelog\u002F2024\u002F12\u002Fdevice-editor-cache","Device Editor Access Speed Up",{"path":1255,"title":1256},"\u002Fchangelog\u002F2024\u002F12\u002Fteam-bom-timeline","Team BOM and Pipeline Views",{"path":1258,"title":1259},"\u002Fchangelog\u002F2025\u002F01\u002Ffree-tier-onboarding","New Onboarding Tour for Free Tier Users",{"path":1261,"title":1262},"\u002Fchangelog\u002F2025\u002F01\u002Fhidden-env-vars","Hidden Environment Variables",{"path":1264,"title":1265},"\u002Fchangelog\u002F2025\u002F01\u002Fimproved-diagnostics","Improved Diagnostics",{"path":1267,"title":1268},"\u002Fchangelog\u002F2025\u002F01\u002Fteam-level-groups","Team level view of Groups",{"path":1270,"title":1271},"\u002Fchangelog\u002F2025\u002F02\u002Fadditional-device-version-history-events","New Remote Instances Version History Events",{"path":1273,"title":1274},"\u002Fchangelog\u002F2025\u002F02\u002Fbroker-error-feedback","Improved Broker Connection Feedback",{"path":1276,"title":1277},"\u002Fchangelog\u002F2025\u002F02\u002Fdevice-agent-updates","FlowFuse User Authentication on Remote Instances",{"path":1279,"title":874},"\u002Fchangelog\u002F2025\u002F02\u002Fdevice-version-history-timeline",{"path":1281,"title":1282},"\u002Fchangelog\u002F2025\u002F02\u002Fexternal-brokers","External MQTT Brokers",{"path":1284,"title":1285},"\u002Fchangelog\u002F2025\u002F02\u002Fmqtt-schema-suggestions","MQTT Smart Schema Suggestions",{"path":1287,"title":1288},"\u002Fchangelog\u002F2025\u002F02\u002Fresend-and-extend-team-invitation-expiration","Re-send Team Invitations",{"path":1290,"title":1291},"\u002Fchangelog\u002F2025\u002F02\u002Fschema-docs","Personalized Schema Documentation",{"path":1293,"title":1294},"\u002Fchangelog\u002F2025\u002F02\u002Ftopic-hierarchy-search","Search & Filter for Topic Hierarchy List",{"path":1296,"title":1297},"\u002Fchangelog\u002F2025\u002F03\u002Fcontainer-tags","Changes to tags for flowfuse\u002Fnode-red",{"path":1299,"title":1300},"\u002Fchangelog\u002F2025\u002F03\u002Fdevice-groups","Multiple Device Groups in a pipeline",{"path":1302,"title":1303},"\u002Fchangelog\u002F2025\u002F03\u002Fdevice-local-login","Local Login for Remote Instances",{"path":1305,"title":1306},"\u002Fchangelog\u002F2025\u002F03\u002Ffree-tier","Free Tier now more accessible to all",{"path":1308,"title":1309},"\u002Fchangelog\u002F2025\u002F03\u002Fresource-notifications","Resource Alerts",{"path":1311,"title":1312},"\u002Fchangelog\u002F2025\u002F03\u002Fsnapshot-filter","Filtering Snapshots",{"path":1314,"title":1315},"\u002Fchangelog\u002F2025\u002F03\u002Fteam-npm-registry","NPM Package Hosting",{"path":1317,"title":1318},"\u002Fchangelog\u002F2025\u002F03\u002Ftopic-deletion","MQTT Topic Management",{"path":1320,"title":1321},"\u002Fchangelog\u002F2025\u002F04\u002Fdevice-provisioning","Remote Instance Provisioning",{"path":1323,"title":1324},"\u002Fchangelog\u002F2025\u002F04\u002Fgit-integration","Git Integration with Pipelines",{"path":1326,"title":1327},"\u002Fchangelog\u002F2025\u002F04\u002Finstance-log-browsing","Better Node-RED log handling",{"path":1329,"title":1330},"\u002Fchangelog\u002F2025\u002F05\u002Fimport-node-red-flows","Import Node-RED Flows During Remote Instance Setup",{"path":1332,"title":1333},"\u002Fchangelog\u002F2025\u002F06\u002Fflowfuse-assistant","FlowFuse Expert just got smarter",{"path":1335,"title":1333},"\u002Fchangelog\u002F2025\u002F06\u002Fflowfuse-assistant-2",{"path":1337,"title":1338},"\u002Fchangelog\u002F2025\u002F06\u002Fgit-integration","Pulling snapshots from Git with Pipelines",{"path":1340,"title":1341},"\u002Fchangelog\u002F2025\u002F06\u002Finstance-performance-memory","Memory Metrics in Instance Performance View",{"path":1343,"title":1344},"\u002Fchangelog\u002F2025\u002F06\u002Fnew-home-page","Introducing the New Home Page Experience",{"path":1346,"title":1347},"\u002Fchangelog\u002F2025\u002F06\u002Fteam-performance","Team Performance Feature",{"path":1349,"title":1350},"\u002Fchangelog\u002F2025\u002F06\u002Fteam-performance-view","Instance Performance View",{"path":1352,"title":1353},"\u002Fchangelog\u002F2025\u002F06\u002Fui-refresh","Navigation UI Refresh",{"path":1355,"title":1356},"\u002Fchangelog\u002F2025\u002F07\u002Fbrowse-node-red-flows","Browse for Node-RED Flows During Remote Instance Setup",{"path":1358,"title":698},"\u002Fchangelog\u002F2025\u002F07\u002Fflowfuse-tables",{"path":1360,"title":1361},"\u002Fchangelog\u002F2025\u002F07\u002Fimport-blueprints","Import blueprints directly into your existing instances",{"path":1363,"title":1364},"\u002Fchangelog\u002F2025\u002F07\u002Fsimplified-applications-overview","Simplified Applications Page with Summary Tiles",{"path":1366,"title":1367},"\u002Fchangelog\u002F2025\u002F07\u002Fsmart-suggestions","Smart Suggestions",{"path":1369,"title":1370},"\u002Fchangelog\u002F2025\u002F07\u002Fteam-to-pro-plan-rename","Team Plan Renamed to Pro Plan",{"path":1372,"title":1373},"\u002Fchangelog\u002F2025\u002F08\u002Fai-generated-snapshot-descriptions-hosted","Generate snapshot descriptions with AI",{"path":1375,"title":1376},"\u002Fchangelog\u002F2025\u002F08\u002Fai-generated-snapshot-descriptions-remote","AI Snapshot Descriptions Now Work with Remote Instances",{"path":1378,"title":1379},"\u002Fchangelog\u002F2025\u002F08\u002Fdevice-performance","FlowFuse Remote Instance Performance Data",{"path":1381,"title":1382},"\u002Fchangelog\u002F2025\u002F08\u002Fdirect-sso","Direct SSO Login",{"path":1384,"title":1385},"\u002Fchangelog\u002F2025\u002F08\u002Fflowfuse-assistant","FlowFuse Expert documents your flows",{"path":1387,"title":1388},"\u002Fchangelog\u002F2025\u002F08\u002Fflowfuse-mqtt","FlowFuse MQTT",{"path":1390,"title":1391},"\u002Fchangelog\u002F2025\u002F08\u002Fhttp-cors","Configure HTTP CORS",{"path":1393,"title":1394},"\u002Fchangelog\u002F2025\u002F08\u002Fsubflow-export","Export SubFlow as Node-RED module",{"path":1396,"title":1397},"\u002Fchangelog\u002F2025\u002F08\u002Ftables-assistant","FlowFuse Tables with a little help from the Assistant",{"path":1399,"title":1400},"\u002Fchangelog\u002F2025\u002F09\u002Fexpose-saml-groups-to-dashboard","Allow SSO groups to be shared with the Node-RED Dashboard",{"path":1402,"title":1403},"\u002Fchangelog\u002F2025\u002F09\u002Finline-assist","FlowFuse Expert can help you write code",{"path":1405,"title":1406},"\u002Fchangelog\u002F2025\u002F09\u002Fretiring-flowforge-device-agent","No more @flowforge\u002Fflowforge-device-agent releases",{"path":1408,"title":1409},"\u002Fchangelog\u002F2025\u002F09\u002Frevised-instance-snapshot-ui","Streamlined Snapshot Management",{"path":1411,"title":1412},"\u002Fchangelog\u002F2025\u002F09\u002Fteam-broker-async-api","Capture Async API data from FlowFuse Team Broker",{"path":1414,"title":1415},"\u002Fchangelog\u002F2025\u002F10\u002Fapplication-level-rbac","Application-level access control for Enterprise teams",{"path":1417,"title":1418},"\u002Fchangelog\u002F2025\u002F10\u002Fbulk-device-group-assignment","Easier Access to Bulk Device Group Management",{"path":1420,"title":1421},"\u002Fchangelog\u002F2025\u002F10\u002Fduplicate-instances-across-applications","Duplicate Instances Across Different Applications",{"path":1423,"title":1424},"\u002Fchangelog\u002F2025\u002F10\u002Fimport-flows-on-instance-creation","Import flows during instance creation",{"path":1426,"title":1427},"\u002Fchangelog\u002F2025\u002F10\u002Fmcp-nodes","FlowFuse MCP Server Nodes",{"path":1429,"title":1430},"\u002Fchangelog\u002F2025\u002F10\u002Fonnx-nodes","FlowFuse AI Nodes",{"path":1432,"title":1433},"\u002Fchangelog\u002F2025\u002F10\u002Fsettings-page-device-group-management","Device Group Management from Settings Page",{"path":1435,"title":1436},"\u002Fchangelog\u002F2025\u002F11\u002Fff-expert-update","FlowFuse Expert Update",{"path":1438,"title":1439},"\u002Fchangelog\u002F2025\u002F11\u002Fminimum-nodejs-version","Node.js v20 Minimum Version Requirement",{"path":1441,"title":1442},"\u002Fchangelog\u002F2025\u002F11\u002Fsso-session","SSO control over Session life",{"path":1444,"title":1445},"\u002Fchangelog\u002F2025\u002F12\u002Fff-expert-mcp-insights","FlowFuse Expert: Now with MCP-Powered Insights",{"path":1447,"title":1448},"\u002Fchangelog\u002F2025\u002F12\u002Fscheduled-maintenance","Scheduled Maintenance Mode",{"path":1450,"title":1451},"\u002Fchangelog\u002F2026\u002F01\u002Fdevice-agent-containers","Device Agent Docker Containers updated",{"path":1453,"title":1454},"\u002Fchangelog\u002F2026\u002F01\u002Fff-expert-manage-palette","FlowFuse Expert: Enhanced Palette Integration",{"path":1456,"title":1457},"\u002Fchangelog\u002F2026\u002F01\u002Fff-expert-nr-actions","FlowFuse Expert: Integration with Node-RED",{"path":1459,"title":1460},"\u002Fchangelog\u002F2026\u002F01\u002Fff-expert-palette-queries","FlowFuse Expert: Palette Queries",{"path":1462,"title":1463},"\u002Fchangelog\u002F2026\u002F01\u002Fff-expert-select-flows","FlowFuse Expert: Ask about your flows",{"path":1465,"title":1466},"\u002Fchangelog\u002F2026\u002F01\u002Fmcp-rbacs","FlowFuse Expert: MCP-Powered Insights with RBACs",{"path":1468,"title":1469},"\u002Fchangelog\u002F2026\u002F01\u002Fmcp-security","FlowFuse Expert: MCP-Powered Insights",{"path":1471,"title":1472},"\u002Fchangelog\u002F2026\u002F02\u002Fdevice-agent-nodejs-options","Set Node.js Options for Remote Instances",{"path":1474,"title":1475},"\u002Fchangelog\u002F2026\u002F02\u002Fff-expert-debug-log-context","FlowFuse Expert: Helping you make sense of your debug log",{"path":1477,"title":1478},"\u002Fchangelog\u002F2026\u002F02\u002Fff-expert-update-banner","FlowFuse Expert: Never Miss an Update",{"path":1480,"title":1481},"\u002Fchangelog\u002F2026\u002F02\u002Fha-instance-rolling-restart","HA Hosted Instance Rolling Restart",{"path":1483,"title":1484},"\u002Fchangelog\u002F2026\u002F02\u002Fremote-instances-immersive-editor","Immersive Mode for Remote Instances",{"path":1486,"title":1487},"\u002Fchangelog\u002F2026\u002F02\u002Frestoring-snapshots-to-remote-instances","Restoring snapshots to developer-mode Remote Instances",{"path":1489,"title":1490},"\u002Fchangelog\u002F2026\u002F03\u002Fazure-dev-ops-gitops","Azure DevOps Pipeline support",{"path":1492,"title":1493},"\u002Fchangelog\u002F2026\u002F03\u002Fdeveloper-mode-in-immersive-editor","Developer Mode Now Accessible from the Immersive Editor",{"path":1495,"title":1496},"\u002Fchangelog\u002F2026\u002F03\u002Fembedded-editor-tab-title","Embedded Editor Now Shows Active Tab",{"path":1498,"title":1499},"\u002Fchangelog\u002F2026\u002F03\u002Fmarch-scheduled-maintenance","Updated: Upcoming Scheduled Server Maintenance on March 28th, 2026",{"path":1501,"title":1502},"\u002Fchangelog\u002F2026\u002F03\u002Fsnapshot-detail-modal-immersive-editor","View Snapshot Details in the Immersive Editor",{"path":1504,"title":1505},"\u002Fchangelog\u002F2026\u002F04\u002Fexpert-action-links","FlowFuse expert action links",{"path":1507,"title":1508},"\u002Fchangelog\u002F2026\u002F04\u002Fhosted-instance-url-env-var","Hosted Instances know their own URL",{"path":1510,"title":767},"\u002Fchangelog\u002F2026\u002F04\u002Fimmersive-editor-drawer",{"path":1512,"title":1513},"\u002Fchangelog\u002F2026\u002F04\u002Fsnapshot-diff-viewer","Richer snapshot comparison view",{"path":1515,"title":1516},"\u002Fchangelog\u002F2026\u002F05\u002Fai-opt-out","AI Feature Opt-Out for Teams",{"path":1518,"title":1519},"\u002Fchangelog\u002F2026\u002F05\u002Fexpert-application-building","FlowFuse Expert Builds Your Application",{"path":1521,"title":1522},"\u002Fchangelog\u002F2026\u002F05\u002Fsingle-sso-provider","Single SSO provider for all users",{"path":1524,"title":1525},"\u002Fchangelog\u002F2026\u002F06\u002Fdark-mode","Dark Mode",{"path":1527,"title":1528},"\u002Fchangelog\u002F2026\u002F06\u002Fdevice-agent-v4-released","Device Agent v4 released",{"path":1530,"title":1531},"\u002Fchangelog\u002F2026\u002F06\u002Fgeneric-git-server-support","Connect Pipelines to Any Git Server",{"path":1533,"title":1534},"\u002Fchangelog\u002F2026\u002F06\u002Fjuly-scheduled-maintenance","Updated: Upcoming Scheduled Server Maintenance on July 11th, 2026",{"path":1536,"title":1537},"\u002Fchangelog\u002F2026\u002F07\u002Fapplication-sso-groups","Application Roles from SSO Groups",{"path":1539,"title":1540},"\u002Fchangelog\u002F2026\u002F07\u002Fdevice-agent-onboarding","Getting started with FlowFuse straight from the terminal",{"path":1542,"title":1543},"\u002Fchangelog\u002F2026\u002F07\u002Fexpert-enhancements","FlowFuse Expert Enhancements",{"path":1545,"title":1546},"\u002Fchangelog\u002F2026\u002F07\u002Fexpert-tables-automation","FlowFuse Expert Can Now Work With Your Tables",{"path":1548,"title":1549},"\u002Fchangelog\u002F2026\u002F07\u002Fscoped-pats","Team Scoped Personal Access Tokens",{"path":1551,"title":1552},"\u002Fchangelog\u002F2026\u002F07\u002Fteam-and-application-dashboards","A Dedicated Home for Your Dashboards",[],1786722510910]