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I have them running on TFS release pipelines but the test cases are failing because the agent is not able to find the Facets window as it is running as a service and we need to configure the ADO agent to run in interactive mode for UI test. Instead of manually logging in to the server and trigger the agent to run in interactive how can we automate that because i need 50 agents to run in the interactive mode ","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})@stringLength":"548","kudosSumWeight":0,"repliesCount":2,"readOnly":false,"tags":{"__typename":"TagConnection","pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null},"edges":[]},"timeToRead":1,"images":{"__typename":"AssociatedImageConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"videos":{"__typename":"VideoConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}}},"Conversation:conversation:4203907":{"__typename":"Conversation","id":"conversation:4203907","topic":{"__typename":"ForumTopicMessage","uid":4203907},"lastPostingActivityTime":"2025-01-21T10:41:18.952-08:00","solved":false},"User:user:2599008":{"__typename":"User","uid":2599008,"login":"sacuccurullo","registrationData":{"__typename":"RegistrationData","status":null},"deleted":false,"rank":{"__typename":"Rank","name":"Copper Contributor","color":"333333","rankStyle":"TEXT"},"avatar":{"__typename":"UserAvatar","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/m_assets/avatars/default/avatar-2.svg"},"id":"user:2599008"},"ForumTopicMessage:message:4203907":{"__typename":"ForumTopicMessage","subject":"Randomly 401 errors accessing AZ Devops artifacts","conversation":{"__ref":"Conversation:conversation:4203907"},"id":"message:4203907","revisionNum":1,"uid":4203907,"depth":0,"board":{"__ref":"Forum:board:Azure"},"author":{"__ref":"User:user:2599008"},"metrics":{"__typename":"MessageMetrics","views":234},"postTime":"2024-07-29T05:51:33.469-07:00","lastPublishTime":"2024-07-29T05:51:33.469-07:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" Hello! We are experiencing random 401 errors during maven download artifacts. The token is valid. It happens randomly. We're not sure whether there is something wrong on Azure Devops. Is anybody experiencing the same issue? Thanks! ","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})@stringLength":"236","kudosSumWeight":0,"repliesCount":2,"readOnly":false,"tags":{"__typename":"TagConnection","pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null},"edges":[]},"timeToRead":1,"images":{"__typename":"AssociatedImageConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"videos":{"__typename":"VideoConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}}},"Conversation:conversation:4183339":{"__typename":"Conversation","id":"conversation:4183339","topic":{"__typename":"ForumTopicMessage","uid":4183339},"lastPostingActivityTime":"2025-01-21T10:29:43.419-08:00","solved":false},"User:user:2558382":{"__typename":"User","uid":2558382,"login":"alexstrange","registrationData":{"__typename":"RegistrationData","status":null},"deleted":false,"rank":{"__typename":"Rank","name":"Copper Contributor","color":"333333","rankStyle":"TEXT"},"avatar":{"__typename":"UserAvatar","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/m_assets/avatars/default/avatar-8.svg"},"id":"user:2558382"},"ForumTopicMessage:message:4183339":{"__typename":"ForumTopicMessage","subject":"Error in Manager data synchronization via SCIM","conversation":{"__ref":"Conversation:conversation:4183339"},"id":"message:4183339","revisionNum":1,"uid":4183339,"depth":0,"board":{"__ref":"Forum:board:Azure"},"author":{"__ref":"User:user:2558382"},"metrics":{"__typename":"MessageMetrics","views":326},"postTime":"2024-07-04T06:31:17.308-07:00","lastPublishTime":"2024-07-04T06:31:17.308-07:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" Hello! My name is Alex Moiseev, and I am experiencing an issue with user synchronization via SCIM with Azure Active Directory. Well, actually with manager synchronization. As far as I understand, the approach of provisioning of the user is the following. Step 1. Provisioner tries to get info about the user by id with GET User resource request. Step 2. Based on information received, Provisioner decides should the whole information about the user be sent or there is a need only to update certain fields. Step 3. Provisioner send POST or PUT/PATCH request with user details to create/update user on the receiver side. And everything works more or less ok, but the managers. In user data to provide there is one field, which is used for manager info: urn:ietf:params:scim:schemas:extension:enterprise:2.0:User:manager When there is no manager on consumer side assigned to the user, everything works perfectly. The provisioner sends manager info in both cases - with existing and with non-existing user. If the manager is changed on Azure AD side, we still receive manager data in the field mentioned in PATCH request in order to overwrite stored manager. But when the manager is removed on Azure AD side, we didn't receive any information about it - urn:ietf:params:scim:schemas:extension:enterprise:2.0:User:manager field doesn't exist in PATCH request. We thought, that may be because we didn't add manager information in GET User resource response. We tried to add manager information there according to the documentation (https://docs.microsoft.com/en-us/azure/active-directory/app-provisioning/use-scim-to-provision-users-and-groups) by adding \"urn:ietf:params:scim:schemas:extension:enterprise:2.0:User\": {\n \"manager\": \"0\"\n }, We use \"0\" in order to make the provisioner to send us information about the manager in each request. But we've got an error there: Error message\n We are not able to deserialize the resource received from your SCIM endpoint because your SCIM endpoint is not fully compatible with the Azure Active Directory SCIM client. Here is the resource we received from your SCIM endpoint:\n{\n \"schemas”: [\n \"urn:ietf:params:scim:schemas:core:2.0:User\",\n \"urn:ietf:params:scim:schemas:extension:enterprise:2.0:User\"\n ],\n \"externalId\": \"Worker\",\n \"id\": \"1548197\",\n \"userName\": \"email address removed for privacy reasons\",\n \"name\": {\n \"familyName\": \"Ker\",\n \"givenName\": \"Wor\"\n },\n \"emails\": [\n {\n \"value\": \"email address removed for privacy reasons\",\n \"type\": \"work\",\n \"primary\": true\n }\n ],\n \"title\": \"Developer\",\n \"locale\": \"nl\",\n \"timezone\": \"CEST\",\n \"urn:ietf:params:scim:schemas:extension:enterprise:2.0:User\": {\n \"manager\": \"0\"\n },\n \"active\": true,\n \"displayName\": \"Wor Ker\"\n }\n Please refer to the Azure Active Directory SCIM provisioning documentation (https://docs.microsoft.com/en-us/azure/active-directory/app-provisioning/use-scim-to-provision-users-and-groups) and adapt the SCIM endpoint to be able to process provisioning requests from Azure Active Directory. We have reviewed the documentation referenced, and the format for specifying the manager is exactly as indicated in the documentation. If the \"manager\" field is removed from the data, the error does not occur. So, the questions are: 1. How should we provide manager information in the response of GET User resource call? 2. How should we catch the removing of the manager in Azure in a proper way? I would appreciate your assistance in resolving this issue. I'd like to know what is causing the error and how to correctly transmit manager information via SCIM. Thank you in advance for your attention and help! Yours sincerely, Alex Moiseev 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LAB: Deploying AVS and Routing Internet Traffic via Hub Azure Firewall in Azure Virtual WAN Hub","conversation":{"__ref":"Conversation:conversation:4368807"},"id":"message:4368807","revisionNum":2,"uid":4368807,"depth":0,"board":{"__ref":"Forum:board:Azure"},"author":{"__ref":"User:user:2556669"},"metrics":{"__typename":"MessageMetrics","views":36},"postTime":"2025-01-21T03:00:11.900-08:00","lastPublishTime":"2025-01-21T06:10:58.211-08:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" LAB Overview: \n AVS (Azure VMware Solution) is a Microsoft Azure service that enables organizations to run VMware workloads natively on Azure infrastructure. It provides a seamless and fully managed platform to migrate, extend, or modernize VMware-based environments while taking advantage of Azure's scalability, global reach, and integrated services. \n AVS can be integrated to your on-premises and azure native environments. Here in this lab, I am going to show how AVS can be connected with Azure Virtual WAN (Hub and spoke topology). \n Pre-requisite \n Set up azure native component which needed to be integrated with AVS. \n Here I have deployed an Azure Virtual WAN (Hub and spoke topology) which has the components below. \n \n Virtual WAN – Standard SKU \n A Hub \n Virtual Network connection to Jump Server VNet \n Point to Site VPN in hub (Connected to personal laptop represents on-premise connectivity) \n Express route gateway in hub \n A hub firewall deployed in hub \n \n \n \n \n \n \n Create AVS Private cloud \n Goto Azure Portal and Navigate to Azure VMware solution and provide details as below: \n \n \n Wait around 5 hours and your private cloud will be ready. Once ready navigate to overview page and see the CIDR subnet distribution as shown below \n \n \n \n \n Create Express route connectivity to azure native environment \n Go to your AVS-->Manage-->Connectivity-->ExpressRoute \n Generate Authentication Key \n Note the express route auth key and ID, which needed to be provided while connecting express route circuit with express gateway deployed in Azure Infrastructure. \n \n \n \n Go to Express route deployed in VWAN and Redeem the auth key \n \n \n \n \n \n \n \n \n \n Login to jump server and check connectivity. You should be able to reach vcenter and nsx URL from both vpn and azure vnet environments. \n \n \n \n \n \n \n \n \n Deploy DHCP, Network segments and VM \n Got to AVS-->Workload Networking-->DHCP \n Add DHCP and provide IP and save \n \n \n \n Got to AVS-->Workload Networking-->Segments \n Add segment by providing name and gateway IP \n \n \n \n Now deploy a test vm in VMware, there are multiple way to deploy VM \n I have deployed a Linux VM using OVF deployment option. You can choose any method to deploy VM. \n \n \n After that login to test VM \n \n \n \n Your VM must be assigned with an IP address from the range you have defined for your segment. But if you try to reach out to internet you won’t be able to do it as we did not provide internet connectivity. \n \n Route Traffic to Azure Hub Firewall in Virtual WAN \n There are three primary patterns to create outbound access to the Internet from Azure VMware Solution and to enable inbound Internet access to resources on your Azure VMware Solution private cloud. \n \n Internet Service hosted in Azure \n Azure VMware Solution Managed SNAT \n Azure Public IPv4 address to NSX Data Center Edge \n \n Your requirements for security controls, visibility, capacity, and operations drive the selection of the appropriate method for delivery of Internet access to the Azure VMware Solution private cloud. \n I am sending internet traffic to azure hub firewall (Internet Service hosted in Azure) as some times this would be a use case. Other methods are easy to deploy and routing internet traffic to azure is having more process. That is the reason I am showing it in demo. \n In order to send traffic to hub firewall, follow below process \n Define default route in hub (0.0.0.0-->Firewall). This can be done by either defining the route manually or using below option \n \n >hub1-->Routing-->Routing Intent and Routing Policies\n You can see and edit the associated and propagated connection by looking into default route table settings. \n \n >hub1-->Routing-->Route Tables\n Then verify whether routes are showing properly in route table \n \n >hub1-->Routing-->Effective Routes\n \n Now you need to do a very important step, by default express route doesn’t propagate default route. you need to explicitly change the below setting so that express route can propagate default route. \n \n \n \n \n Now you can see default routes are propagated to T0 gateway in AVS. Use below path to download routing and forwarding table of T0 gateway. \n \n \n \n \n Now you will be able to reach out internet \n \n \n \n Note \n Deploying AVS and integrating it with Azure and on-premises environment involves multiple steps and routing complexities. You should be very careful with routing as integrating hybrid and cloud environments together bring additional complexity to routing. There could be chance of unnecessary route propagation which can be restricted using route filters. \n \n Thank you!! 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Contributor","color":"333333","rankStyle":"TEXT"},"avatar":{"__typename":"UserAvatar","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/m_assets/avatars/default/avatar-8.svg"},"id":"user:1349420"},"ForumTopicMessage:message:3272816":{"__typename":"ForumTopicMessage","subject":"Has anyone implemented the DORA metrics on top of Azure Devops Services?","conversation":{"__ref":"Conversation:conversation:3272816"},"id":"message:3272816","revisionNum":2,"uid":3272816,"depth":0,"board":{"__ref":"Forum:board:Azure"},"author":{"__ref":"User:user:1349420"},"metrics":{"__typename":"MessageMetrics","views":22749},"postTime":"2022-03-31T08:54:02.314-07:00","lastPublishTime":"2024-03-05T13:38:26.956-08:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" We use Azure DevOps Server 2020 on-prem. Specifically, Azure Git Repos and Azure Pipelines. Now we would like to collect the DORA metrics, but first would like to check if anyone using Azure DevOps has done it already. Maybe there is an extension that helps implement it. Maybe 3rd party integration. In general, sharing your experience with DORA metrics and Azure DevOps may be very valuable. Thank you. ","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})@stringLength":"409","kudosSumWeight":0,"repliesCount":11,"readOnly":false,"tags":{"__typename":"TagConnection","pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null},"edges":[{"__typename":"TagEdge","cursor":"MjQuMTF8Mi4xfG98NXxfTlZffDE","node":{"__typename":"Tag","id":"tag:Azure DevOps","text":"Azure DevOps","time":"2018-11-13T07:30:21.734-08:00","lastActivityTime":null,"messagesCount":null,"followersCount":null}}]},"timeToRead":1,"images":{"__typename":"AssociatedImageConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"videos":{"__typename":"VideoConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}}},"Conversation:conversation:4170563":{"__typename":"Conversation","id":"conversation:4170563","topic":{"__typename":"ForumTopicMessage","uid":4170563},"lastPostingActivityTime":"2025-01-19T05:11:33.288-08:00","solved":false},"User:user:2530717":{"__typename":"User","uid":2530717,"login":"Ken_Ekholm","registrationData":{"__typename":"RegistrationData","status":null},"deleted":false,"rank":{"__typename":"Rank","name":"Copper Contributor","color":"333333","rankStyle":"TEXT"},"avatar":{"__typename":"UserAvatar","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/m_assets/avatars/default/avatar-7.svg"},"id":"user:2530717"},"ForumTopicMessage:message:4170563":{"__typename":"ForumTopicMessage","subject":"Create Azure Virtual Desktop for temporary private use for learning purposes?","conversation":{"__ref":"Conversation:conversation:4170563"},"id":"message:4170563","revisionNum":1,"uid":4170563,"depth":0,"board":{"__ref":"Forum:board:Azure"},"author":{"__ref":"User:user:2530717"},"metrics":{"__typename":"MessageMetrics","views":203},"postTime":"2024-06-18T04:33:50.338-07:00","lastPublishTime":"2024-06-18T04:33:50.338-07:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" Is possible to create Azure Virtual Desktop for temporary private use for learning purposes? My goal is to learn how to deploy one Virtual Machine with 3 users. I have already Azure subscription, Microsoft Entry ID, Network Which license would be the best choice for this project, eg. Mircosoft 365 E3? But on other hand, I don't need any Office applications for this project. My attentions is to follow this user guide. https://learn.microsoft.com/en-us/azure/virtual-desktop/deploy-azure-virtual-desktop?tabs=portal Does this make any sense to do for learning purposes? 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To download documents you need to be signed in first. However, when I click on \"sign in\" (using the same email/account as for our azure account) I get the error message \"Service Trust Portal no longer support Microsoft Account (MSA) access.\" (see screenshot below). It seems that I am not the only one since other users had similar issues but they also could not find a solution (or at least it was not mentioned in their post): https://techcommunity.microsoft.com/t5/security-compliance-and-identity/cannot-login-to-service-trust-portal/m-p/3632978 I have been trying this now since more than a week and also created a support ticket (which has not been assigned to a support agent yet). It is quite cumbersome and I hope some of you could have an idea since getting these documents is quite crucial for us. ","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})@stringLength":"988","kudosSumWeight":0,"repliesCount":5,"readOnly":false,"tags":{"__typename":"TagConnection","pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null},"edges":[{"__typename":"TagEdge","cursor":"MjQuMTF8Mi4xfG98NXxfTlZffDE","node":{"__typename":"Tag","id":"tag:azure","text":"azure","time":"2016-09-06T09:34:09.130-07:00","lastActivityTime":null,"messagesCount":null,"followersCount":null}},{"__typename":"TagEdge","cursor":"MjQuMTF8Mi4xfG98NXxfTlZffDI","node":{"__typename":"Tag","id":"tag:Azure Essentials","text":"Azure Essentials","time":"2017-10-06T11:06:04.442-07:00","lastActivityTime":null,"messagesCount":null,"followersCount":null}},{"__typename":"TagEdge","cursor":"MjQuMTF8Mi4xfG98NXxfTlZffDM","node":{"__typename":"Tag","id":"tag:Security & Compliance","text":"Security & Compliance","time":"2017-05-08T19:07:00.717-07:00","lastActivityTime":null,"messagesCount":null,"followersCount":null}}]},"timeToRead":1,"images":{"__typename":"AssociatedImageConnection","edges":[{"__typename":"AssociatedImageEdge","cursor":"MjQuMTF8Mi4xfG98MjV8X05WX3wx","node":{"__ref":"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00MDgxMjQzLTU2MDA4Nmk0MkI0MURERThDOTE0M0Y3?revision=1\"}"}}],"totalCount":1,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"videos":{"__typename":"VideoConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}}},"Conversation:conversation:4367011":{"__typename":"Conversation","id":"conversation:4367011","topic":{"__typename":"ForumTopicMessage","uid":4367011},"lastPostingActivityTime":"2025-01-17T00:05:11.034-08:00","solved":false},"User:user:2859550":{"__typename":"User","uid":2859550,"login":"barthem","registrationData":{"__typename":"RegistrationData","status":null},"deleted":false,"rank":{"__typename":"Rank","name":"Copper Contributor","color":"333333","rankStyle":"TEXT"},"avatar":{"__typename":"UserAvatar","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/m_assets/avatars/default/avatar-11.svg"},"id":"user:2859550"},"ForumTopicMessage:message:4367011":{"__typename":"ForumTopicMessage","subject":"Azure certification practice tool legality","conversation":{"__ref":"Conversation:conversation:4367011"},"id":"message:4367011","revisionNum":1,"uid":4367011,"depth":0,"board":{"__ref":"Forum:board:Azure"},"author":{"__ref":"User:user:2859550"},"metrics":{"__typename":"MessageMetrics","views":13},"postTime":"2025-01-16T02:52:07.886-08:00","lastPublishTime":"2025-01-16T02:52:07.886-08:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" To help with studying, I’ve created a web app that uses Azure AI to generate practice questions for Azure certifications. So far, I’ve only used it for my own preparation, but some of my colleagues have shown interest and would like to use the tool as well. I’m considering releasing it to the public, but I’m concerned about potential legal issues. To the best of my knowledge, this doesn’t violate Microsoft’s exam Terms of Use since their policies prohibit sharing, publishing, or distributing official exam content. The questions in my app are original content generated by an LLM, not copied from any official material. Can anyone provide insights on whether releasing such a tool would be legally okay? Id appreciate any guidance! ","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})@stringLength":"740","kudosSumWeight":0,"repliesCount":1,"readOnly":false,"tags":{"__typename":"TagConnection","pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null},"edges":[{"__typename":"TagEdge","cursor":"MjQuMTF8Mi4xfG98NXxfTlZffDE","node":{"__typename":"Tag","id":"tag:certifications","text":"certifications","time":"2016-09-13T08:31:17.516-07:00","lastActivityTime":null,"messagesCount":null,"followersCount":null}}]},"timeToRead":1,"images":{"__typename":"AssociatedImageConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"videos":{"__typename":"VideoConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}}},"Conversation:conversation:4360908":{"__typename":"Conversation","id":"conversation:4360908","topic":{"__typename":"ForumTopicMessage","uid":4360908},"lastPostingActivityTime":"2025-01-16T08:38:25.832-08:00","solved":false},"User:user:304876":{"__typename":"User","uid":304876,"login":"macalde","registrationData":{"__typename":"RegistrationData","status":null},"deleted":false,"rank":{"__typename":"Rank","name":"Microsoft","color":"333333","rankStyle":"OUTLINE"},"avatar":{"__typename":"UserAvatar","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/dS0zMDQ4NzYtMTAwMTIyaUFFMEYzQUY1REU0QUQ2MjQ"},"id":"user:304876"},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00MzYwOTA4LTU4NU1sNA?revision=2\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00MzYwOTA4LTU4NU1sNA?revision=2","title":"DecemberHackathonLIbanner.png","associationType":"BODY","width":1222,"height":627,"altText":""},"ForumTopicMessage:message:4360908":{"__typename":"ForumTopicMessage","subject":"Announcing the winners of the December 2024 Innovation Challenge","conversation":{"__ref":"Conversation:conversation:4360908"},"id":"message:4360908","revisionNum":2,"uid":4360908,"depth":0,"board":{"__ref":"Forum:board:Azure"},"author":{"__ref":"User:user:304876"},"metrics":{"__typename":"MessageMetrics","views":577},"postTime":"2024-12-27T09:45:36.925-08:00","lastPublishTime":"2025-01-16T08:38:25.832-08:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" The Innovation Challenge hackathon brings together developers from groups who are underrepresented in technology to solve for AI use cases from Azure customers. We’re proud to be supporting these organizations who helped to prepare the participants of our most recent hackathon: BITE-CON, Código Facilito, DIO, GenSpark, Microsoft Software and Systems Academy (MSSA), TechBridge, and Women in Cloud. In order to qualify for the hackathon, participants had to earn a Microsoft Applied Skills credential or one of these Azure certifications: Azure AI Engineer Associate, Azure Developer Associate, Azure Data Science Associate. \n Our goal for everyone who participates is to help them open up doors to new career opportunities by demonstrating highly in demand skills and the ability to work with a team to deliver a working proof of concept under a deadline. The winning projects worked to solve for a range of real world AI challenges. \n \n Observability for AI systems: ensure that systems operate effectively, ethically, and reliably by identifying issues like model drift, bias, performance degradation, and data quality problems. \n VoiceRAG: how do you implement retrieval-augmented generation (RAG), the prevailing pattern for combining language models with your own data, in a system that uses audio for input and output? \n Accessibility for state and local government websites: How can AI be used to ensure that both web content and documents that can be downloaded meet the Web Content Accessibility Guidelines (WCAG) international standard? \n Hallucination detection and context validation: How could output automatically cross-reference with a reliable knowledge base or API? How do you provide confidence scores and explanations for detected hallucinations? \n Role-Based content filtering for AI outputs: create an AI output moderation system that filters or adjusts generated content based on user roles and access levels to prevent misuse or exposure of restricted data. \n AI search innovation: our industry has only just begun to get started combining AI search with RAG. What can you build that demonstrates the possibilities for improving the ways we interact with information online? \n \n There were many very strong projects and the judges had to make some hard decisions. We’re sure that every team that submitted a project will be doing epic stuff in the near future! Here are the projects awarded by the judges \n First place $10,000 \n Azure Insight Lens: Model Monitoring and Observability a comprehensive AI model monitoring and observability solution, designed to enhance model performance and optimize efficiency \n Second $5,000 \n Edu Echo a voice-first education platform designed to help 4th, 5th, and 6th grade students excel in math and language arts \n AbleSphere an AI-powered educational support application that empowers students with disabilities by providing real-time, personalized assistance \n Third $2,500 \n FAITH : Framework for AI Integrity and Testing Hallucinations an Azure AI based web application used to find hallucinations and ensure integrity among various AI models and LLMs along with confidence scores, complete reasoning, detailed analytics and visualizations by comparing with external knowledge sources \n Content-o enables organizations, whether in the financial, health, or service sectors, to offer their employees, associates, and third parties a point of access to receive information aligned and adjusted to their roles \n AI Search for Agricultural Planning and Control an AI-powered assistant tailored to the Brazilian agricultural sector, adhering to local legislation \n We’ll have our next hackathon in March 2025! 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How to do this? 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