# General **URL:** https://community.tago.io/c/general/4.md [Latest](https://community.tago.io/latest.md) · [Categories](https://community.tago.io/categories.md) · [Tags](https://community.tago.io/tags.md) --- ## [TagoIO AI now builds Custom Widgets for you](https://community.tago.io/t/tagoio-ai-now-builds-custom-widgets-for-you/1912)
**Author:** [@vitorfdl](https://community.tago.io/u/vitorfdl)\ **Replies:** 6\ **Last updated:** [October 1, 2026, 2:44pm UTC](https://community.tago.io/t/tagoio-ai-now-builds-custom-widgets-for-you/1912 "2026-10-01T14:44:24Z")
Custom Widgets have always been the way to make a dashboard truly yours. But writing one meant coding it from scratch. Now, TagoIO AI can do that work for you. Describe the widget you need, and the AI writes it directly… --- ## [Introducing the AI Wallet: manage your AI Credits inside TagoIO](https://community.tago.io/t/introducing-the-ai-wallet-manage-your-ai-credits-inside-tagoio/1924)
**Author:** [@carolina.hidalgo](https://community.tago.io/u/carolina.hidalgo)\ **Replies:** 0\ **Last updated:** [September 24, 2026, 2:07pm UTC](https://community.tago.io/t/introducing-the-ai-wallet-manage-your-ai-credits-inside-tagoio/1924 "2026-09-24T14:07:57Z")
Hi everyone! We’re happy to share the AI Wallet, a new way to manage AI billing right in your TagoIO admin panel. The AI that helps build your dashboards and answers questions in the support chat keeps running, with no … --- ## [How to integrate with Hubble](https://community.tago.io/t/how-to-integrate-with-hubble/1923)
**Author:** [@mateus.silva](https://community.tago.io/u/mateus.silva)\ **Replies:** 0\ **Last updated:** [September 21, 2026, 11:24am UTC](https://community.tago.io/t/how-to-integrate-with-hubble/1923 "2026-09-21T11:24:08Z")
This tutorial provides a step-by-step guide to integrate the Hubble Network with the TagoIO platform. By following these instructions, every packet your Hubble devices broadcast (payload, gateway location and gateway det… --- ## [Change device Networks and Connectors in bulk, now in the UI](https://community.tago.io/t/change-device-networks-and-connectors-in-bulk-now-in-the-ui/1922)
**Author:** [@vitorfdl](https://community.tago.io/u/vitorfdl)\ **Replies:** 0\ **Last updated:** [September 18, 2026, 6:29pm UTC](https://community.tago.io/t/change-device-networks-and-connectors-in-bulk-now-in-the-ui/1922 "2026-09-18T18:29:36Z")
Hi everyone! Replacing devices with a different model? Moving to a new network provider? You can now change the Network and Connector for multiple devices at once, directly from the TagoIO interface. Until now, you cou… --- ## [HACCP temperature logging with Senzemo sensors, without the clipboard](https://community.tago.io/t/haccp-temperature-logging-with-senzemo-sensors-without-the-clipboard/1921)
**Author:** [@felipe.gutierre](https://community.tago.io/u/felipe.gutierre)\ **Replies:** 0\ **Last updated:** [September 18, 2026, 4:48pm UTC](https://community.tago.io/t/haccp-temperature-logging-with-senzemo-sensors-without-the-clipboard/1921 "2026-09-18T16:48:09Z")
Most kitchens, cold rooms and retail food operations still log temperature by hand. Someone walks the fridges and freezers several times a day with a thermometer and a clipboard, writes down a number, and files the sheet… --- ## [Feature Request: Git Integration for Version Control of TagoIO Development Assets](https://community.tago.io/t/feature-request-git-integration-for-version-control-of-tagoio-development-assets/1920)
**Author:** [@alexd](https://community.tago.io/u/alexd)\ **Replies:** 1\ **Last updated:** [September 18, 2026, 12:24pm UTC](https://community.tago.io/t/feature-request-git-integration-for-version-control-of-tagoio-development-assets/1920 "2026-09-18T12:24:47Z")
Summary TagoIO analyses already have internal version control, but this history is siloed inside the platform. Add the ability to sync that version history with an external Git repository (GitHub, GitLab, Bitbucket, or … --- ## [New webinar on Sep 22: Setting up an AI Chat in TagoRUN](https://community.tago.io/t/new-webinar-on-sep-22-setting-up-an-ai-chat-in-tagorun/1919)
**Author:** [@carolina.hidalgo](https://community.tago.io/u/carolina.hidalgo)\ **Replies:** 0\ **Last updated:** [September 15, 2026, 2:49pm UTC](https://community.tago.io/t/new-webinar-on-sep-22-setting-up-an-ai-chat-in-tagorun/1919 "2026-09-15T14:49:21Z")
Hello, everybody! We’d like to invite you all to our next webinar about the AI Chat in TagoRUN. This is a feature that allows your end users to ask questions about their devices and data in plain language, inside the ap… --- ## [Introducing AI Chat for TagoRUN](https://community.tago.io/t/introducing-ai-chat-for-tagorun/1918)
**Author:** [@vitorfdl](https://community.tago.io/u/vitorfdl)\ **Replies:** 0\ **Last updated:** [September 15, 2026, 11:54am UTC](https://community.tago.io/t/introducing-ai-chat-for-tagorun/1918 "2026-09-15T11:54:45Z")
We’re introducing AI Chat for TagoRUN, a new way for your users to get help and ask for application data through a conversation, right inside your app. When you enable it, users can open the assistant from the star… --- ## [Meet the anonymous user! \[Tip #16 Carolina from Support\]](https://community.tago.io/t/meet-the-anonymous-user-tip-16-carolina-from-support/1819)
**Author:** [@carolina.hidalgo](https://community.tago.io/u/carolina.hidalgo)\ **Replies:** 4\ **Last updated:** [September 3, 2026, 9:02am UTC](https://community.tago.io/t/meet-the-anonymous-user-tip-16-carolina-from-support/1819 "2026-09-03T09:02:16Z")
Hi y’all, Carolina from support here once again!! Today’s tip is one that has already helped a lot of users, and I hope it helps others here too :grinning\_face: Want to show off your data to the public? Maybe it is jus… --- ## [Predictive maintenance on NCD vibration sensors without a vibration analyst](https://community.tago.io/t/predictive-maintenance-on-ncd-vibration-sensors-without-a-vibration-analyst/1916)
**Author:** [@felipe.gutierre](https://community.tago.io/u/felipe.gutierre)\ **Replies:** 0\ **Last updated:** [August 13, 2026, 6:07pm UTC](https://community.tago.io/t/predictive-maintenance-on-ncd-vibration-sensors-without-a-vibration-analyst/1916 "2026-08-13T18:07:45Z")
Most people who buy industrial vibration sensors are not vibration analysts. They run a plant, they know a motor is going bad when it starts sounding wrong, and they want to know that three weeks earlier instead of on th… --- ## [How to integrate with Particle by Digi](https://community.tago.io/t/how-to-integrate-with-particle-by-digi/1913)
**Author:** [@mateus.silva](https://community.tago.io/u/mateus.silva)\ **Replies:** 0\ **Last updated:** [July 30, 2026, 5:52pm UTC](https://community.tago.io/t/how-to-integrate-with-particle-by-digi/1913 "2026-07-30T17:52:15Z")
This tutorial provides a step-by-step guide to integrate Particle (Particle.io by Digi International) with the TagoIO platform. By following these instructions, you will enable uplink and downlink operations, allowing da… --- ## [Getting a login error? You might be selecting the wrong server \[Tip #59 Carolina from Support\]](https://community.tago.io/t/getting-a-login-error-you-might-be-selecting-the-wrong-server-tip-59-carolina-from-support/1915)
**Author:** [@carolina.hidalgo](https://community.tago.io/u/carolina.hidalgo)\ **Replies:** 0\ **Last updated:** [August 5, 2026, 11:58am UTC](https://community.tago.io/t/getting-a-login-error-you-might-be-selecting-the-wrong-server-tip-59-carolina-from-support/1915 "2026-08-05T11:58:34Z")
Hey y’all! Carolina from support here! I’ve been getting quite a few tickets with this same concern, and it keeps coming down to the same thing: picking the wrong region on the login screen. This isn’t about SSO, two-fa… --- ## [Introducing Hybrid Devices: Sensor Data and Calculated Metrics, All in One Place](https://community.tago.io/t/introducing-hybrid-devices-sensor-data-and-calculated-metrics-all-in-one-place/1911)
**Author:** [@vitorfdl](https://community.tago.io/u/vitorfdl)\ **Replies:** 1\ **Last updated:** [July 13, 2026, 12:20pm UTC](https://community.tago.io/t/introducing-hybrid-devices-sensor-data-and-calculated-metrics-all-in-one-place/1911 "2026-07-13T12:20:09Z")
Until today, every device on TagoIO stored data in one of two ways: Immutable devices are optimized for high-volume sensor data. Data is append-only, protected from changes, and managed through data retention policies.… --- ## [Line Chart Custom Widget Tutorial](https://community.tago.io/t/line-chart-custom-widget-tutorial/1508)
**Author:** [@philip.cotrin](https://community.tago.io/u/philip.cotrin)\ **Replies:** 0\ **Last updated:** [December 1, 2023, 2:57pm UTC](https://community.tago.io/t/line-chart-custom-widget-tutorial/1508 "2023-12-01T14:57:03Z")
Custom widgets are a powerful way to personalize your TagoIO dashboards, providing unique features and visualizations tailored to your specific needs. In this tutorial, we’ll walk you through the process of creating cust… --- ## [Introducing our new IoT Learning Center!](https://community.tago.io/t/introducing-our-new-iot-learning-center/1267)
**Author:** [@felipe.gutierre](https://community.tago.io/u/felipe.gutierre)\ **Replies:** 0\ **Last updated:** [November 8, 2022, 5:46pm UTC](https://community.tago.io/t/introducing-our-new-iot-learning-center/1267 "2022-11-08T17:46:21Z")
Hello everyone, We are excited to announce our new IoT learning center. An education platform designed to teach how to create IoT applications inside the TagoIO and make the most of it. Our IoT learning center has t… --- ## [Deploy a power-forecasting model in a TagoIO Python Analysis](https://community.tago.io/t/deploy-a-power-forecasting-model-in-a-tagoio-python-analysis/1900)
**Author:** [@philip.cotrin](https://community.tago.io/u/philip.cotrin)\ **Replies:** 0\ **Last updated:** [June 9, 2026, 12:49am UTC](https://community.tago.io/t/deploy-a-power-forecasting-model-in-a-tagoio-python-analysis/1900 "2026-06-09T00:49:05Z")
This tutorial walks you through building a forecasting workflow that runs entirely inside TagoIO, pointed at your own device data. You pick a variable you want to forecast and a few variables that influence it, train a l… --- ## [\[Important\] TagoIO new Admin UI is now the default: legacy available until July 27, 2026 (\*)](https://community.tago.io/t/important-tagoio-new-admin-ui-is-now-the-default-legacy-available-until-july-27-2026/1907)
**Author:** [@carolina.hidalgo](https://community.tago.io/u/carolina.hidalgo)\ **Replies:** 0\ **Last updated:** [June 17, 2026, 2:45pm UTC](https://community.tago.io/t/important-tagoio-new-admin-ui-is-now-the-default-legacy-available-until-july-27-2026/1907 "2026-06-17T14:45:58Z")
We put the new Admin UI into Beta back in March. Since then, a lot of you have used it daily, broken it in ways we did not expect, and told us exactly what was wrong. That feedback turned into a long list of fixes. The r… --- ## [TagoTiP over MQTT: Complete Device Setup Tutorial](https://community.tago.io/t/tagotip-over-mqtt-complete-device-setup-tutorial/1898)
**Author:** [@vitorfdl](https://community.tago.io/u/vitorfdl)\ **Replies:** 4\ **Last updated:** [June 17, 2026, 2:40pm UTC](https://community.tago.io/t/tagotip-over-mqtt-complete-device-setup-tutorial/1898 "2026-06-17T14:40:07Z")
You have a microcontroller, sensor data to send, and a TagoIO account. This tutorial walks you through every step — from creating your first device in the platform to seeing data arrive on your dashboard. By the end, you… --- ## [Device sending raw data over TagoTiP? Use passthrough + Payload Parser \[Tip #58 Carolina from Support\]](https://community.tago.io/t/device-sending-raw-data-over-tagotip-use-passthrough-payload-parser-tip-58-carolina-from-support/1902)
**Author:** [@carolina.hidalgo](https://community.tago.io/u/carolina.hidalgo)\ **Replies:** 0\ **Last updated:** [June 12, 2026, 7:04pm UTC](https://community.tago.io/t/device-sending-raw-data-over-tagotip-use-passthrough-payload-parser-tip-58-carolina-from-support/1902 "2026-06-12T19:04:55Z")
Hey y’all! Carolina from support here! Had a customer this week ask whether they could send a raw HEX payload over TagoTiP UDP and have the platform automatically convert it to the expected TagoTiP format. Great questio… --- ## [How to Integrate TagoIO with a Generic HTTPS Endpoint](https://community.tago.io/t/how-to-integrate-tagoio-with-a-generic-https-endpoint/486)
**Author:** [@system](https://community.tago.io/u/system)\ **Replies:** 23\ **Last updated:** [May 22, 2026, 8:21pm UTC](https://community.tago.io/t/how-to-integrate-tagoio-with-a-generic-https-endpoint/486 "2026-05-22T20:21:10Z")
This guide shows how to send data from any service that supports HTTPS forwarding or webhooks to TagoIO using the Generic HTTPS Endpoint. You can use it with gateways, LNS, or any system that can post JSON or query param… --- ## [TagoIO Academy is now live inside the platform](https://community.tago.io/t/tagoio-academy-is-now-live-inside-the-platform/1899)
**Author:** [@carolina.hidalgo](https://community.tago.io/u/carolina.hidalgo)\ **Replies:** 0\ **Last updated:** [May 21, 2026, 7:20pm UTC](https://community.tago.io/t/tagoio-academy-is-now-live-inside-the-platform/1899 "2026-05-21T19:20:56Z")
Watch and learn how a feature works before you build with it. TagoIO Academy lives inside TagoIO and gives you short, practical videos that show the real interface and real examples, so you can copy the steps directly in… --- ## [Why you're seeing "Too many requests" on your dashboard widgets \[Tip #57 Carolina from Support\]](https://community.tago.io/t/why-youre-seeing-too-many-requests-on-your-dashboard-widgets-tip-57-carolina-from-support/1897)
**Author:** [@carolina.hidalgo](https://community.tago.io/u/carolina.hidalgo)\ **Replies:** 0\ **Last updated:** [May 8, 2026, 1:12pm UTC](https://community.tago.io/t/why-youre-seeing-too-many-requests-on-your-dashboard-widgets-tip-57-carolina-from-support/1897 "2026-05-08T13:12:18Z")
Hey y’all! Carolina from support here! I had a customer this week run into a “Too many requests, try again later” message on a few widgets. I figured the question might come up for others too, so here’s a quick rundown … --- ## [Run is down and you can't figure out why? Read this \[Tip #56 Carolina from Support\]](https://community.tago.io/t/run-is-down-and-you-cant-figure-out-why-read-this-tip-56-carolina-from-support/1894)
**Author:** [@carolina.hidalgo](https://community.tago.io/u/carolina.hidalgo)\ **Replies:** 0\ **Last updated:** [April 30, 2026, 6:00pm UTC](https://community.tago.io/t/run-is-down-and-you-cant-figure-out-why-read-this-tip-56-carolina-from-support/1894 "2026-04-30T18:00:39Z")
Hey y’all! Carolina from support here! Had a case today that I thought was worth sharing here in case someone else runs into it. A customer reached out in a panic, saying they couldn’t access their Run and neither coul… --- ## [Avoiding shared button states across users in Blueprint \[Tip #55 Carolina from Support\]](https://community.tago.io/t/avoiding-shared-button-states-across-users-in-blueprint-tip-55-carolina-from-support/1891)
**Author:** [@carolina.hidalgo](https://community.tago.io/u/carolina.hidalgo)\ **Replies:** 0\ **Last updated:** [April 17, 2026, 10:52pm UTC](https://community.tago.io/t/avoiding-shared-button-states-across-users-in-blueprint-tip-55-carolina-from-support/1891 "2026-04-17T22:52:37Z")
Hey y’all! Carolina from support here! Yesterday a client reached out with an interesting question that I thought might be useful for others too! He was using a push button in a Blueprint dashboard (temperature logger … --- ## [TagoIO MCP Server v3.0.0 — Remote HTTP Support](https://community.tago.io/t/tagoio-mcp-server-v3-0-0-remote-http-support/1887)
**Author:** [@vitorfdl](https://community.tago.io/u/vitorfdl)\ **Replies:** 0\ **Last updated:** [April 14, 2026, 9:32pm UTC](https://community.tago.io/t/tagoio-mcp-server-v3-0-0-remote-http-support/1887 "2026-04-14T21:32:22Z")
The TagoIO MCP Server connects your AI assistant directly to your TagoIO account. Ask it to check device data, generate Analysis scripts, debug issues, or build reports — and it works with the actual context of your devi… --- ## [Custom Widget SDK 2.0: React Support](https://community.tago.io/t/custom-widget-sdk-2-0-react-support/1886)
**Author:** [@vitorfdl](https://community.tago.io/u/vitorfdl)\ **Replies:** 0\ **Last updated:** [April 14, 2026, 8:28pm UTC](https://community.tago.io/t/custom-widget-sdk-2-0-react-support/1886 "2026-04-14T20:28:11Z")
The Custom Widget SDK now has a React package. The new @tago-io/custom-widget-react gives you a hooks-based API for building dashboard widgets — real-time data, CRUD operations, widget config, all accessible through hook… --- ## [How to reduce dashboard data output consumption \[Tip #54 Carolina from Support\]](https://community.tago.io/t/how-to-reduce-dashboard-data-output-consumption-tip-54-carolina-from-support/1883)
**Author:** [@carolina.hidalgo](https://community.tago.io/u/carolina.hidalgo)\ **Replies:** 0\ **Last updated:** [April 14, 2026, 4:55pm UTC](https://community.tago.io/t/how-to-reduce-dashboard-data-output-consumption-tip-54-carolina-from-support/1883 "2026-04-14T16:55:57Z")
Hey y’all! Carolina from support here on more time :upside\_down\_face: Continuing our discussion on Data Output and Dashboard Data Output, in my previous post I explained the differences between them and why they matter.… --- ## [Don't risk losing your work! Use the Backup & Restore feature! \[Tip #52 Carolina from Support\]](https://community.tago.io/t/dont-risk-losing-your-work-use-the-backup-restore-feature-tip-52-carolina-from-support/1876)
**Author:** [@carolina.hidalgo](https://community.tago.io/u/carolina.hidalgo)\ **Replies:** 1\ **Last updated:** [April 10, 2026, 8:38pm UTC](https://community.tago.io/t/dont-risk-losing-your-work-use-the-backup-restore-feature-tip-52-carolina-from-support/1876 "2026-04-10T20:38:14Z")
Hey y’all! Carolina from support here!! Yesterday we had a customer accidentally delete a few devices and reach out asking if we could recover them. While we do our best to help in those situations, the truth is that Ta… --- ## [How to change the network/connector of existing devices without losing data \[Tip #51 Carolina from Support\]](https://community.tago.io/t/how-to-change-the-network-connector-of-existing-devices-without-losing-data-tip-51-carolina-from-support/1873)
**Author:** [@carolina.hidalgo](https://community.tago.io/u/carolina.hidalgo)\ **Replies:** 2\ **Last updated:** [April 10, 2026, 8:30pm UTC](https://community.tago.io/t/how-to-change-the-network-connector-of-existing-devices-without-losing-data-tip-51-carolina-from-support/1873 "2026-04-10T20:30:36Z")
Hey y’all! Carolina from support here!! A customer reached out today with a common concern: they needed to migrate several devices from one LoRaWAN network (ChirpStack) to another (Senet) and were worried about losing t… --- ## [Data Output VS Dashboard Data Output \[Tip #53 Carolina from Support\]](https://community.tago.io/t/data-output-vs-dashboard-data-output-tip-53-carolina-from-support/1881)
**Author:** [@carolina.hidalgo](https://community.tago.io/u/carolina.hidalgo)\ **Replies:** 0\ **Last updated:** [April 9, 2026, 6:19pm UTC](https://community.tago.io/t/data-output-vs-dashboard-data-output-tip-53-carolina-from-support/1881 "2026-04-09T18:19:17Z")
Hey y’all! Carolina from support here once again!! I’ve noticed some confusion around these two metrics, so here’s a quick breakdown. Data Output counts every time data is read from the platform via API calls, Analysis… [Next page](https://community.tago.io/c/general/4.md?page=1)