Marketplace Rewards is far and away my all-time favorite Microsoft program, and it just got even better with extra benefits for partners that hold a Certified Software designation!  

The Certified Software program is now generally available, and it will do the heavy lifting for you in four areas:  your Microsoft co-sell playcard (which gets uploaded to MSX upon completion for easy discovery by Microsoft sellers), nurture emails you can use with customers and/or to raise visibility with Microsoft sellers, a solution FAQ document, and a 2-page solution brief.  

Extra incentive to earn a Certified Software badge if you don’t already have one + four more reasons to love your Marketplace Rewards engagement manager.  🙂  

#MarketplaceChampions #Sponsored

​Marketplace Rewards is far and away my all-time favorite Microsoft program, and it just got even better with extra benefits for partners that hold a Certified Software designation!   The Certified Software program is now generally available, and it will do the heavy lifting for you in four areas:  your Microsoft co-sell playcard (which gets uploaded to MSX upon completion for easy discovery by Microsoft sellers), nurture emails you can use with customers and/or to raise visibility with Microsoft sellers, a solution FAQ document, and a 2-page solution brief.   Extra incentive to earn a Certified Software badge if you don’t already have one + four more reasons to love your Marketplace Rewards engagement manager.  🙂   #MarketplaceChampions #Sponsored  Read More

​

This might be the most insane question I have ever asked. But can someone please tell me why 1-1 isn’t 0…. I have been working for the past 19 hours straight so that might have something to do with it but it seems whenever I change the order of the cells that I am adding up to equal 1 that in some orders excel doesnt seem to see them as adding up to 1. Please see attached. Im losing my mind haha

​This might be the most insane question I have ever asked. But can someone please tell me why 1-1 isn’t 0…. I have been working for the past 19 hours straight so that might have something to do with it but it seems whenever I change the order of the cells that I am adding up to equal 1 that in some orders excel doesnt seem to see them as adding up to 1. Please see attached. Im losing my mind haha  Read More

​

Hello.
I’m just starting out with SharePoint and Microsoft 365.

I need to upload a file to a specific folder in a SharePoint library using Graph v5.61.
I’ve managed to upload it to the root of the library:

public async Task<string> UploadFile2Root(string listId, string fileName, byte[] fileBytes)
{
    string fileId = "";
    Drive? drive = await _graphClient.Sites[SITE_ID].Lists[listId].Drive.GetAsync();
    GraphSDK.Drives.Item.Root.RootRequestBuilder targetFolder = _graphClient.Drives[drive?.Id].Root;
    using (MemoryStream stream = new MemoryStream(fileBytes))
    {
        await targetFolder
                    .ItemWithPath(fileName)
                    .Content
                    .PutAsync(stream);
        DriveItem? uploadedItem = await targetFolder.ItemWithPath(fileName).GetAsync();
        fileId = uploadedItem?.Id ?? "";
    }
    return fileId;
}

The problem is when I try to use a specific folder (folderId has the correct value):

var targetFolder = _graphClient.Drives[drive?.Id].Items[folderId];

I always get the error: “Microsoft.Graph.Models.ODataErrors.ODataError: ‘The resource could not be found.'”

Could you tell me how to solve the problem or an example that does this task?

I have also tried: https://learn.microsoft.com/en-us/answers/questions/1517434/how-to-upload-a-file-to-a-sharepoint-driveitem-fol and other examples, but without success.
I’m also trying to retrieve something similar to an ItemRequestBuilder.

Thank you very much in advance.

​Hello.I’m just starting out with SharePoint and Microsoft 365.I need to upload a file to a specific folder in a SharePoint library using Graph v5.61.I’ve managed to upload it to the root of the library:public async Task<string> UploadFile2Root(string listId, string fileName, byte[] fileBytes)
{
    string fileId = “”;
    Drive? drive = await _graphClient.Sites[SITE_ID].Lists[listId].Drive.GetAsync();
    GraphSDK.Drives.Item.Root.RootRequestBuilder targetFolder = _graphClient.Drives[drive?.Id].Root;
    using (MemoryStream stream = new MemoryStream(fileBytes))
    {
        await targetFolder
                    .ItemWithPath(fileName)
                    .Content
                    .PutAsync(stream);
        DriveItem? uploadedItem = await targetFolder.ItemWithPath(fileName).GetAsync();
        fileId = uploadedItem?.Id ?? “”;
    }
    return fileId;
}The problem is when I try to use a specific folder (folderId has the correct value):var targetFolder = _graphClient.Drives[drive?.Id].Items[folderId];I always get the error: “Microsoft.Graph.Models.ODataErrors.ODataError: ‘The resource could not be found.'”Could you tell me how to solve the problem or an example that does this task?I have also tried: https://learn.microsoft.com/en-us/answers/questions/1517434/how-to-upload-a-file-to-a-sharepoint-driveitem-fol and other examples, but without success.I’m also trying to retrieve something similar to an ItemRequestBuilder. Thank you very much in advance.  Read More

​

Salí fuera de España e intenté acceder a OnDrive con un usuario dedicado a la enseñanza, me pedía un código en Autenticator y este no me lo daba, no me permite acceder al correo de Outlook dice que ese usuario no existe.

Cuando he vuelto desde mi ordenador si podía acceder a OnDrive, pero al quitar Autenticator como el método de autenticación y cambiarlo por mi número de teléfono no me deja acceder a OnDrive tampoco.

He intentado consultar el caso pero no obtengo respuesta.

Por favor necesito ayuda, tengo mucha información que necesito en OnDrive y no puedo acceder.

Gracias y saludos

​Salí fuera de España e intenté acceder a OnDrive con un usuario dedicado a la enseñanza, me pedía un código en Autenticator y este no me lo daba, no me permite acceder al correo de Outlook dice que ese usuario no existe.Cuando he vuelto desde mi ordenador si podía acceder a OnDrive, pero al quitar Autenticator como el método de autenticación y cambiarlo por mi número de teléfono no me deja acceder a OnDrive tampoco.He intentado consultar el caso pero no obtengo respuesta.Por favor necesito ayuda, tengo mucha información que necesito en OnDrive y no puedo acceder.Gracias y saludos  Read More

​

Hello all,

I need to start by saying I am an absolute dinosaur, so don’t really understand the coding language used, which I think is where I am going wrong as I  don’t understand it!

I have created a timetable sheet. I have 4 teams and 5 possible shifts to select.

The table auto calculates from the master box at the top and adjusts all the related shifts for all the teams. 

It colour codes and calculates the pattern and hours fine, but would love it if from the drop down list on the cells, if it showed in the LIST, the names of the shifts, Earlies, Lates, etc, but appeared in the cells as the shift times (showed numerical value 0700-1600) and I am being bamboozled by the terminology.

Can anyone help please?

​Hello all, I need to start by saying I am an absolute dinosaur, so don’t really understand the coding language used, which I think is where I am going wrong as I  don’t understand it! I have created a timetable sheet. I have 4 teams and 5 possible shifts to select.The table auto calculates from the master box at the top and adjusts all the related shifts for all the teams. It colour codes and calculates the pattern and hours fine, but would love it if from the drop down list on the cells, if it showed in the LIST, the names of the shifts, Earlies, Lates, etc, but appeared in the cells as the shift times (showed numerical value 0700-1600) and I am being bamboozled by the terminology.Can anyone help please?    Read More

​

At the heart of innovation, the Microsoft Management Customer Connection Program (CCP) brings together Microsoft engineers and IT professionals to develop solutions that truly meet customer needs. This unique program enables IT pros, developers, and other technology enthusiasts to collaborate closely with Microsoft Intune and Windows engineering teams, ensuring that solutions address the specific requirements of commercial customers. Through this partnership, enhancements are made to Intune, Windows Cloud, and Windows Commercial products.

Community is at the core of Microsoft Management CCP, fostering a direct connection between engineers eager to understand customer needs and commercial customers, whose insights and feedback contribute to the planning and development cycle. This collaboration occurs well before any solution or feature is released, ensuring that the final product is finely tuned to meet user expectations.

Who can join?

IT professionals, administrators with architectural expertise, developers, and other technology enthusiasts who manage Intune, Windows Cloud, or Windows Commercial products and have signed a Microsoft non-disclosure agreement (NDA).

Unlock the benefits of Microsoft Management Customer Connection Program

Want to enhance your Intune and Windows experience? Share your insights and feedback to help us improve. In return, gain exclusive engagement opportunities and valuable information.

Join the private Microsoft Management Customer Connection Program community

Join our community in this collaborative journey and make an impact. Opt-in today at https://www.aka.ms/JoinCCP.

Continue the conversation. Find best practices. Bookmark the Windows Tech Community, then follow us @MSWindowsITPro on X and on LinkedIn. Looking for support? Visit Windows on Microsoft Q&A.

​Microsoft Tech Community – Latest Blogs –Read More 

Today, we’re thrilled to announce that customers using Rippling HCM can now automatically provision users to on-premises Active Directory and then synchronize them to Microsoft Entra ID as hybrid identities.  

Microsoft Entra ID and on-premises Active Directory are core components of every customer’s hybrid IT environment. To ensure the right people have access to the right resources at the right time, it’s crucial that consistent and accurate HR user profile, job profile and employment status is always available in Microsoft Entra ID. Earlier this year, we delivered API-driven user provisioning that enables HR ISVs, system integrators, and IT teams to connect any system of record with Entra ID. Rippling collaborated with Microsoft to build a native integration that enables secure and automated flow of HR user data to on-premises Active Directory. Customers can use Microsoft Entra Connect Sync or Cloud Sync to synchronize these users from on-premises Active Directory to Microsoft Entra ID.  

Sync users and automate Joiner-Mover-Leaver processes 

Once user data from Rippling is synchronized to Microsoft Entra ID, organizations can leverage robust capabilities of Microsoft Entra ID Governance to automate the Joiner-Mover-Leaver processes, which are critical for maintaining up-to-date access controls and reducing the risk of unauthorized access. 

• When a new employee is onboarded in Rippling, the user’s personal and job data automatically flow into Microsoft Entra ID through this integration. You can now configure joiner Lifecycle Workflows and Entitlement Management policies to automatically provision necessary access based on the user’s role. For example, you can grant a new marketing associate birthright access to the marketing team’s SharePoint site, relevant CRM tools, and communication channels in Microsoft Teams. New hires can be productive from day one without any delays in access. 

• When there are changes to an employee profile (e.g., name change, or business title change or department change) in Rippling, these changes automatically flow downstream into on-premises Active Directory and then to Microsoft Entra ID. You can configure mover Lifecycle Workflows to trigger business processes associated with the move. For example, if a sales representative moves to the product management team, you can revoke their access to sales applications and grant them access to product management applications. This helps maintain least privileged access and employees avoid accumulating unneeded access over time. 

• When an employee is terminated in Rippling, the termination details automatically show up in Microsoft Entra ID. You can configure leaver Lifecycle Workflows to automate offboarding tasks. For example, if an IT administrator resigns, you can immediately revoke their access to sensitive systems and data, reducing the risk of unauthorized access or data breaches. This automated deprovisioning process helps protect the organization’s assets and enables compliance with security policies. 

With this deep provisioning integration between Rippling and Microsoft Entra ID Governance, our mutual customers worldwide can confidently automate access to applications in their hybrid IT environments and enforce robust identity governance policies, enhancing their security and compliance postures. 

“With this integration between Rippling and Microsoft, IT teams managing hybrid environments will be able to seamlessly keep their HR and IT sources of truth in sync and automate account provisioning across the user lifecycle. This reduces the manual burden for IT administrators and fills in potential security gaps associated with onboarding and offboarding.”  - Anique Drumright, VP of Product, Rippling IT 

Getting started with the integration 

Prerequisites  

• To configure this integration with Rippling, you’ll need a Microsoft Entra ID Premium P1 or P2 license for the integration to create an API-driven provisioning app in your tenant (or a license that includes P1/P2, such as Microsoft 365 E3/E5). 

• To configure provisioning to on-premises Active Directory, you’ll need to install and configure the Microsoft Entra Connect provisioning agent.  

• To configure Microsoft Entra features like Lifecycle Workflows and Entitlement Management, you’ll need the Microsoft Entra ID Governance add-on license (or a license that includes it, such as the Microsoft Entra Suite).  

Selecting the integration to configure 

In the Rippling App Shop, there are two apps: 

• Microsoft Entra ID/Active Directory – Configure this application if you have a hybrid setup and need to provision hybrid users to on-premises Active Directory, who will eventually be synchronized to Microsoft Entra ID.   

• Microsoft Entra ID – Configure this application to provision cloud-only users to Microsoft Entra ID.  

Configuring the integration 

Here are the high-level steps for configuring the app integration Microsoft Entra ID/Active Directory:  

Note: The steps and screenshots listed below depict experiences built in the Rippling app and highlight the depth and flexibility of the integration.   

• Step 1 – Establish connection: In this step, the IT admin provides consent to Rippling to create an API-driven provisioning app in their Microsoft Entra ID tenant. The IT admin also provides details of the Active Directory domain and OU container to use for new user creations.  

• Step 2 – Configure attribute mapping: The app integration has a default mapping of Rippling user fields to Active Directory attributes. The IT admin can customize this attribute mapping and select which user fields from Rippling flow downstream to on-premises Active Directory. To use Microsoft Entra ID Governance Lifecycle Workflows with this integration, ensure that the fields “user start date” and “termination date” are present in the attribute mapping.  

• Step 3 – Test account provisioning: In this step, the IT admin can test the attribute mapping and verify account creation / update using a test user profile.  

• Step 4 – Configure account access rules: In this step, the IT admin configures account provisioning rules for Active Directory. Using the options in this step, the IT admin can enforce business policies around account creation and revocation.  

• Step 5 – Monitor provisioning: In this step, the IT admin can monitor the actions performed by Rippling and review the API calls from the “Action history” tab. The data shown here corresponds to information retrieved from Microsoft Entra ID provisioning logs.  

Using the above steps, once employee data from Rippling is available in Microsoft Entra ID, the IT admin can configure Microsoft Entra ID Governance Lifecycle Workflows to automate the Joiner-Mover-Leaver business processes.  

Give it a try 

We’re excited about this new integration with Rippling, and we’d love for you to try it out!   

Let us know what you think in the comments below. You can also post your feedback or suggestions for new capabilities that you would like to see in our feedback forum. 

Manmeet Bawa, Partner Director of Product Management 

Read more on this topic  

• Rippling HCM
• Configuring Microsoft Entra ID Governance Lifecycle Workflows  
• Understanding API-driven inbound provisioning  

Learn more about Microsoft Entra  

Prevent identity attacks, ensure least privilege access, unify access controls, and improve the experience for users with comprehensive identity and network access solutions across on-premises and clouds. 

• ⁠Microsoft Entra News and Insights | Microsoft Security Blog  
• ⁠⁠Microsoft Entra blog | Tech Community  
• ⁠Microsoft Entra documentation | Microsoft Learn 
• Microsoft Entra discussions | Microsoft Community  

​Microsoft Tech Community – Latest Blogs –Read More 

The rise of AI is reshaping software development—providing opportunities for AI-assisted development and building AI applications while also bringing significant challenges. For developers, adapting to this AI-driven landscape requires proactive skill building. At Microsoft Learn, we support you with focused training resources, empowering you to thrive in this fast-evolving environment and helping you to address new hurdles, including: 

• Staying current with technology. The pace of advancements in AI can be overwhelming, and many developers need specialized skills for integrating AI. Filling these gaps requires access to the right training and tools that make learning effective and efficient. 

• Complex integration. Bringing AI into existing workflows can add complexity to development processes. Without clear guidance, it can be difficult to effectively incorporate AI without disrupting current systems. 

• Security and ethical concerns. Building secure, compliant, and ethically responsible AI solutions involves careful planning and execution. Developers must navigate the nuances of ethical AI use, while meeting security and compliance guidelines. 

At Microsoft Learn, we’re all about helping you build skills to tackle technical challenges. Our approach is designed to equip you with practical tools and resources, so you can develop the skills that matter most to you. Whether it’s boosting your productivity, tightening up security, or unleashing your creativity with AI, we’re here to support you every step of the way. 

Elevate your AI development skills 

At the recent GitHub Universe’24, we learned how integrating tools from the Microsoft and GitHub ecosystems, including Azure AI services and GitHub Copilot, can streamline building, testing, and deployment of AI applications—all within one environment.  

With that inspiration, we’ve put together a wealth of resources to help you build, practice, and validate your expertise. We know that your time is valuable, so we’ve streamlined the path to learning AI technologies. Our curated set of Official Plans on Microsoft Learn is tailored to fit your schedule and learning style, offering self-paced modules and interactive training. 

Dive into the recommended Plans that cover topics like developing with AI, building AI applications, implementing platform engineering, and incorporating security best practices. Let’s embark on this learning adventure together and unlock your full potential! 

Work smarter—not harder—with GitHub Copilot 

Discover how to put Copilot to work and use AI to handle repetitive coding tasks: 

• Accelerate app development by using GitHub Copilot. Use autocompletion and chat features in Copilot to more efficiently author new code features. Plus, get the details on refactoring, debugging, and testing code with GitHub Copilot.  

• Explore AI-enhanced productivity with Visual Studio. Learn how to use Visual Studio in conjunction with GitHub Copilot to streamline your workflow, from navigating your codebase to debugging efficiently. 

Start the Accelerate app development by using GitHub Copilot Plan. 

Build, test, and deploy AI apps  

Work with Azure AI Studio, Azure AI services, and GitHub Copilot to build, test, and deploy powerful AI-driven applications: 

• Explore generative AI model selection, evaluation, and multimodal integration with Azure AI Studio. Discover the process of applying the best generative AI models for your needs by using Azure AI Studio. Learn how to benchmark models by using built-in tools, gain the skills to apply multimodal models, and help ensure performance and safety. 

• Build, test, and deploy applications securely with GitHub and Azure. Integrate natural language processing, computer vision, and other cognitive capabilities by using Azure AI services, supported by GitHub integration. Find practical scenarios for working with prebuilt APIs to easily add AI capabilities. 

Start the Build, test, and deploy applications securely with GitHub and Microsoft Azure Plan. 

Create secure developer platforms  

As a developer, you have the power to implement, configure, and secure your software delivery lifecycle from code to cloud. Work with secure continuous integration/continuous deployment (CI/CD), workstations, and policy—without sacrificing speed: 

• Discover secure and responsible deployment. Learn to write more secure code, respond swiftly to vulnerabilities in the software supply chain, and adopt best practices that instill responsibility and trust in AI. 

• Apply AI-driven security practices. Gain interactive experience with tools like secret scanning, dependency scanning, and code scanning, all powered by GitHub Advanced Security. Discover how AI-generated code fixes work and how they explain fixes in natural language, making it easier to understand and act on security recommendations. 

Start the Implement platform engineering with GitHub and Azure Plan. 

Continue the GitHub Universe momentum 

Even if you didn’t attend GitHub Universe, you can still skill up to make the most of GitHub tools and features in your AI app development:  

• Join the GitHub Universe Devpost Hackathon to engage with the developer community, build innovative AI solutions, and enhance your skills while competing for exciting prizes, including cash rewards and Azure credits. 

• Enroll in the GitHub Universe Microsoft Learn Challenge, and level up your AI development skills. 

• Expand your skills in the AI learning hub on Microsoft Learn. Find detailed skill-building Plans and other resources designed to help AI developers build their proficiency with GitHub Copilot, Azure AI services, Microsoft 365 Copilot, and more.  

Whether you’re looking to develop with AI, build AI applications, simplify your workflows, or incorporate security best practices, Microsoft Learn has you covered. We’re here to help you tackle challenges, boost your productivity, tighten up security, and unleash your creativity in the exciting world of AI-driven development. 

Learn Microsoft AI with our blog series: ‘Get AI ready’  

Check out other articles from our AI-focused series of blog posts exploring perspectives and opportunities to acquire critical AI skills. 

• Get AI ready: Build skills with Microsoft Learn  

• Get AI ready: Inside the Copilot Learning Hub 

• Get AI ready: Discover AI skill building with Microsoft Training Services Partners 

​Microsoft Tech Community – Latest Blogs –Read More 

Introduction

Azure OpenAI Service is becoming a go-to solution for businesses integrating AI capabilities into their applications, allowing for high-performance, scalable, and reliable data handling. Many of these applications rely on PostgreSQL for data storage due to its flexibility, advanced features, and ability to manage both structured and unstructured data. However, as these AI workloads often involve complex, high-volume data transactions, effectively monitoring your PostgreSQL instance is crucial to ensure optimal performance, reliability, and business continuity.

In this blog post, we’ll explore why PostgreSQL is a popular choice for Azure OpenAI workloads, examine key metrics to monitor for database health, and walk through a structured architecture for monitoring and alerting that integrates with Azure’s tools and services.

Why PostgreSQL is Popular with Azure OpenAI Workloads

When it comes to data storage for AI-driven applications, PostgreSQL offers several advantages:

• Scalability & Performance: PostgreSQL is designed to handle high-throughput read/write operations, essential for AI workloads with significant data handling requirements.
• Data Handling & Analytics: It’s well-suited for managing structured and unstructured data, making it ideal for applications needing a mix of data formats.
• Managed Flexibility: Azure’s managed PostgreSQL options allow for a balance between automated administration and customization, essential for complex AI models.
• Seamless Integration: With Azure, PostgreSQL integrates smoothly with OpenAI workloads, simplifying data flow between applications and the underlying storage.

This combination makes PostgreSQL on Azure a natural choice for powering data-centric, AI-driven applications.

Key Metrics for Monitoring Azure PostgreSQL

When monitoring PostgreSQL, especially for high-performance AI workloads, it’s essential to keep an eye on specific metrics that indicate database health and performance. Below are the key metrics to monitor:

1. CPU Percent

• Why Monitor: CPU utilization is a fundamental indicator of your server’s load and responsiveness.
• Interpretation: A sudden drop in CPU usage could signal a failover or server unresponsiveness, providing an early warning for potential issues.
• Learn More: CPU Percent in Azure PostgreSQL

2. Active Connections

• Why Monitor: Active connections reflect application demand and can indicate potential availability issues.
• Interpretation: Spikes or drops in connections may indicate a failover or issues with connection handling, affecting the database’s ability to manage incoming requests.
• Learn More: Active Connections in Azure PostgreSQL

3. Write IOPS

• Why Monitor: Write IOPS measures the frequency of write operations, which is critical in data-intensive AI workloads.
• Interpretation: A drop in write operations may indicate downtime or connectivity issues, impacting data persistence and accuracy.
• Learn More: Write IOPS in Azure PostgreSQL

4. Read Replica Lag

• Why Monitor: Replica lag measures how up-to-date read replicas are with the primary database.
• Interpretation: After a failover, lag should reset as the replica assumes the primary role. Persistent lag can affect query performance and data consistency.
• Learn More: Read Replica Lag in Azure PostgreSQL

5. Database Is Alive

• Why Monitor: This metric provides a simple check on database availability, indicating whether the database is up or down.
• Interpretation: A value of 0 signals downtime, making it a useful metric for automated alerts.
• Learn More: Database Is Alive in Azure PostgreSQL

6. Disk I/O Queue Depth

• Why Monitor: Disk I/O Queue Depth reveals potential disk bottlenecks, impacting database performance.
• Interpretation: High queue depth can cause slow response times, affecting AI model processing and data retrieval.
• Learn More: Disk I/O Queue Depth in Azure PostgreSQL

Architecture Overview for Monitoring Azure PostgreSQL

To support the monitoring of these metrics in a structured way, we can employ an architecture that integrates PostgreSQL metrics with Azure’s monitoring tools and automated responses. Below is a text-based illustration of this architecture:

Explanation of Each Component:

1. Azure OpenAI Workloads:

   • These workloads require reliable data handling from PostgreSQL to manage model inputs, outputs, and analytics.

2. Azure PostgreSQL (Flexible Server):

   • This managed instance serves as the primary database for data persistence, supporting complex AI workload requirements.

3. Key Metrics:

   • Metrics like CPU Percent, Active Connections, Write IOPS, and others provide real-time insights into the database’s health and performance.
   • These metrics are monitored continuously to detect and address performance issues promptly.

4. Monitoring Tools:

   • Azure Monitor: Collects, analyzes, and sets up alerts based on the key metrics, using both static and dynamic thresholds.
   • Azure Service Health: Notifies users about Azure-wide issues, including planned maintenance or outages affecting the PostgreSQL service.
   • Azure Resource Health: Focuses specifically on resource health, helping diagnose service issues related to PostgreSQL.
   • Automated Responses: With Azure Automation or Logic Apps, you can automate responses, such as restarting services or notifying your team when an alert triggers.

This architecture enables comprehensive, proactive monitoring to ensure your PostgreSQL setup meets the demands of Azure AI workloads.

Advanced Alerting Strategies with Azure Monitor

To enhance your monitoring setup further, Azure Monitor offers several advanced alerting features:

1. Dynamic Thresholds:

   • These automatically adjust based on your data trends, making it easier to detect unusual spikes or drops in metrics.

2. Custom Queries:

   • Use Log Analytics to track specific errors or connection issues, alerting you when thresholds are crossed.

3. Automated Responses:

   • Consider tools like Azure Automation or Logic Apps to automate responses, reducing manual intervention during critical events.

For more details on configuring advanced alerts, you might find Advanced Alerting Strategies for Azure Monitoring helpful.

Conclusion

Monitoring your Azure PostgreSQL instance is vital for maintaining the performance and reliability of Azure AI workloads. By using Azure Monitor, Service Health, and Resource Health—and setting up automated responses—you can ensure that your database remains resilient and responsive, meeting the demands of complex, data-intensive applications.

​Microsoft Tech Community – Latest Blogs –Read More 

Good morning, I am creating a script in Outlook for a rule that forwards the email to the name that appears in the subject. The thing is that I create the modules and save them, but when I am configuring the rule, when I select the script I get an empty folder as if I had done nothing. Am I saving wrong or am I skipping a step? Thank you for your advice.

I attach it as it appears in the email

​Good morning, I am creating a script in Outlook for a rule that forwards the email to the name that appears in the subject. The thing is that I create the modules and save them, but when I am configuring the rule, when I select the script I get an empty folder as if I had done nothing. Am I saving wrong or am I skipping a step? Thank you for your advice.I attach it as it appears in the email  Read More

​