M365.FM - Modern work, security, and productivity with Microsoft 365

Azure AI Foundry - Simply Explained

14 min · 16. juli 2026
episode Azure AI Foundry - Simply Explained cover

Description

Artificial Intelligence is evolving faster than almost any other technology, and with new models, frameworks, and AI services appearing almost every month, it's becoming increasingly difficult to know where to start. Microsoft has also renamed and expanded its AI platform several times—from Cognitive Services to Azure AI Services, Azure AI Studio, Azure AI Foundry, and now Microsoft Foundry—leaving many developers unsure what the platform actually does. In this episode of Microsoft Knowledge Nuggets, we explain Azure AI Foundry in simple terms and show how Microsoft's unified AI development platform brings together foundation models, AI agents, development tools, evaluation, security, and deployment into one enterprise-ready environment. Whether you're building AI copilots, autonomous agents, chatbots, or custom AI applications, Azure AI Foundry provides everything you need from development to production. WHY AZURE AI FOUNDRY CHANGES HOW AI APPLICATIONS ARE BUILT Before Azure AI Foundry, developers often had to provision Azure OpenAI, Azure AI Search, Azure Machine Learning, storage accounts, Key Vault, monitoring services, and networking individually before writing a single line of application code. Azure AI Foundry removes that complexity by providing a single, unified development platform where models, security, projects, evaluation tools, agent frameworks, and deployment services are already integrated. Instead of spending days configuring infrastructure, developers can immediately focus on building intelligent applications while Azure manages the underlying platform. We also explain the difference between the older hub-based architecture and the modern Foundry Project model, and why Microsoft recommends using the new project-based experience for all new AI solutions. FOUNDRY PROJECTS, MODEL CATALOG, AND ENTERPRISE AI DEVELOPMENT At the center of Azure AI Foundry are Foundry Projects—isolated workspaces that organize every AI solution independently while sharing centralized governance, billing, and security. Each project contains its own model deployments, AI agents, knowledge sources, evaluations, monitoring, and collaboration tools. We also explore the massive Model Catalog, which includes OpenAI models like GPT-4o and GPT-4.1, Microsoft's Phi family, Meta Llama, Mistral, DeepSeek, Claude, Cohere, and thousands of additional foundation models. You'll learn how developers can compare models based on quality, latency, cost, safety, and performance before deploying the best model for each specific business scenario. BUILDING AI AGENTS WITH TOOLS, KNOWLEDGE, MEMORY, AND PLAYGROUNDS One of Azure AI Foundry's most powerful capabilities is AI Agent development. This episode explains how developers create intelligent agents by combining five core building blocks: instructions that define behavior, foundation models that provide reasoning, tools such as web search and code interpreter, enterprise knowledge stored through Azure AI Search, and memory that allows conversations to continue across sessions. You'll also discover the Agent Playground, where developers can visually build, test, evaluate, and troubleshoot agents before deploying them through APIs or integrating them directly into Microsoft Teams and custom applications. Rather than simply creating chatbots, Azure AI Foundry enables developers to build AI systems that can reason, retrieve information, perform actions, and automate complex business workflows. ENTERPRISE SECURITY, AZURE INTEGRATION, AND SCALABLE AI DEPLOYMENT Azure AI Foundry is designed for enterprise production environments rather than experimental AI projects. We explain how it integrates with Microsoft Entra ID, Azure Key Vault, Azure Storage, Azure AI Search, managed identities, role-based access control (RBAC), private networking, monitoring, and built-in Content Safety services. The Foundry Agent Service automatically manages runtime execution, scalability, authentication, logging, and AI safety while Azure handles infrastructure behind the scenes. This allows organizations to deploy AI applications that meet enterprise governance, compliance, and security requirements without manually assembling dozens of Azure services. GETTING STARTED WITH AZURE AI FOUNDRY Getting started with Azure AI Foundry is surprisingly straightforward. This episode walks through creating your first Foundry resource, setting up a new project, deploying a foundation model, building your first AI agent, testing it inside the Agent Playground, connecting enterprise knowledge with Azure AI Search, and gradually expanding toward production-ready AI applications. Whether you're an Azure developer, AI engineer, software architect, or Microsoft partner exploring generative AI, Azure AI Foundry provides one of the most complete enterprise AI development platforms available today. After listening to this episode, you'll understand how Microsoft's AI ecosystem fits together and why Azure AI Foundry has become the foundation for building secure, scalable, and intelligent AI solutions on Azure. Become a supporter of this podcast: https://www.spreaker.com/podcast/m365-fm-modern-work-security-and-productivity-with-microsoft-365--6704921/support [https://www.spreaker.com/podcast/m365-fm-modern-work-security-and-productivity-with-microsoft-365--6704921/support?utm_source=rss&utm_medium=rss&utm_campaign=rss].

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episode Azure DDoS Protection - Simply Explained artwork

Azure DDoS Protection - Simply Explained

Azure DDoS Protection is Microsoft's managed service for defending internet-facing applications against Distributed Denial-of-Service (DDoS) attacks. These attacks attempt to overwhelm websites, APIs, virtual machines, and cloud services with massive amounts of malicious traffic, preventing legitimate users from accessing them. Azure DDoS Protection continuously monitors incoming network traffic, detects abnormal spikes using adaptive machine learning, and automatically mitigates attacks before they can impact your applications. Built on Microsoft's globally distributed network, the service protects workloads running behind Azure Public IP addresses while allowing legitimate traffic to continue flowing normally. UNDERSTANDING HOW DDOS ATTACKS WORK A DDoS attack works like thousands—or even millions—of fake visitors attempting to enter a small store at the same time. Instead of legitimate customers accessing your application, attackers flood your internet connection or servers until genuine users can no longer connect. Modern attacks typically combine multiple techniques, including volumetric attacks that consume bandwidth, protocol attacks that exhaust server resources, and application-layer attacks that target expensive API endpoints. Rather than relying on a single attack method, cybercriminals increasingly launch multi-vector attacks that combine all three simultaneously, making automated detection and mitigation essential for maintaining service availability.  AZURE'S BUILT-IN PROTECTION VS PAID DDOS PROTECTION Every Azure customer automatically benefits from Microsoft's always-on infrastructure-level DDoS protection at no additional cost. This baseline service protects the Azure platform itself against large-scale attacks and helps keep Microsoft's global infrastructure operational. However, it is designed to protect Azure rather than individual customer workloads. Azure DDoS Protection adds workload-specific intelligence by learning the normal traffic patterns of your applications and automatically adjusting mitigation thresholds. It also provides real-time monitoring, attack alerts, detailed reports, adaptive tuning, and advanced mitigation capabilities that are unavailable in the free tier, making it significantly more effective for protecting business-critical applications.  NETWORK PROTECTION, IP PROTECTION, AND WAF Azure DDoS Protection is available in two deployment models. IP Protection secures individual Public IP addresses, making it ideal for smaller environments with only a few internet-facing services. Network Protection protects every Public IP within an Azure Virtual Network while adding enterprise features such as Rapid Response support from Microsoft engineers, cost protection for attack-related autoscaling, and Web Application Firewall (WAF) discounts. It's important to remember that Azure DDoS Protection focuses on Layers 3 and 4 of the network stack. For Layer 7 application attacks that target websites and APIs using legitimate-looking HTTP requests, organizations should combine DDoS Protection with Azure Web Application Firewall (WAF) running on Application Gateway or Azure Front Door. Together they provide comprehensive defense against both network floods and application-level attacks.  WHY DDOS PROTECTION MATTERS FOR EVERY BUSINESS Many organizations assume cybercriminals only target large enterprises, but modern DDoS attacks are highly automated. Botnets constantly scan the internet for vulnerable public endpoints regardless of company size. Even a moderate attack can overwhelm a small application long before it threatens Azure's underlying infrastructure. For businesses running websites, SaaS platforms, APIs, online stores, or customer portals, downtime can quickly translate into lost revenue, damaged reputation, and reduced customer trust. Azure DDoS Protection provides automated mitigation without requiring security teams to manually respond during an attack, allowing organizations to stay online while Microsoft's platform absorbs and filters malicious traffic. BUILDING A LAYERED DEFENSE STRATEGY Azure DDoS Protection is most effective as part of a layered security architecture. Organizations should combine Azure's built-in infrastructure protection with Azure DDoS Protection for workload-specific mitigation, Azure Web Application Firewall for HTTP and API security, Network Security Groups for traffic filtering, and Azure Monitor for alerts and diagnostics. Enabling logging, configuring attack notifications, and regularly reviewing mitigation reports provide valuable visibility into security events while helping organizations improve their defenses over time. By combining intelligent network-layer mitigation with application-layer protection and continuous monitoring, Azure DDoS Protection helps ensure internet-facing workloads remain secure, resilient, and available even during large-scale cyberattacks. Become a supporter of this podcast: https://www.spreaker.com/podcast/m365-fm-modern-work-security-and-productivity-with-microsoft-365--6704921/support [https://www.spreaker.com/podcast/m365-fm-modern-work-security-and-productivity-with-microsoft-365--6704921/support?utm_source=rss&utm_medium=rss&utm_campaign=rss].

18. juli 202616 min
episode Azure Network Security Groups - Simply Explained artwork

Azure Network Security Groups - Simply Explained

Azure DDoS Protection is Microsoft's managed service for defending internet-facing applications against Distributed Denial-of-Service (DDoS) attacks. These attacks attempt to overwhelm websites, APIs, virtual machines, and cloud services with massive amounts of malicious traffic, preventing legitimate users from accessing them. Azure DDoS Protection continuously monitors incoming network traffic, detects abnormal spikes using adaptive machine learning, and automatically mitigates attacks before they can impact your applications. Built on Microsoft's globally distributed network, the service protects workloads running behind Azure Public IP addresses while allowing legitimate traffic to continue flowing normally. UNDERSTANDING HOW DDOS ATTACKS WORK A DDoS attack works like thousands—or even millions—of fake visitors attempting to enter a small store at the same time. Instead of legitimate customers accessing your application, attackers flood your internet connection or servers until genuine users can no longer connect. Modern attacks typically combine multiple techniques, including volumetric attacks that consume bandwidth, protocol attacks that exhaust server resources, and application-layer attacks that target expensive API endpoints. Rather than relying on a single attack method, cybercriminals increasingly launch multi-vector attacks that combine all three simultaneously, making automated detection and mitigation essential for maintaining service availability. AZURE'S BUILT-IN PROTECTION VS PAID DDOS PROTECTION Every Azure customer automatically benefits from Microsoft's always-on infrastructure-level DDoS protection at no additional cost. This baseline service protects the Azure platform itself against large-scale attacks and helps keep Microsoft's global infrastructure operational. However, it is designed to protect Azure rather than individual customer workloads. Azure DDoS Protection adds workload-specific intelligence by learning the normal traffic patterns of your applications and automatically adjusting mitigation thresholds. It also provides real-time monitoring, attack alerts, detailed reports, adaptive tuning, and advanced mitigation capabilities that are unavailable in the free tier, making it significantly more effective for protecting business-critical applications. NETWORK PROTECTION, IP PROTECTION, AND WAF Azure DDoS Protection is available in two deployment models. IP Protection secures individual Public IP addresses, making it ideal for smaller environments with only a few internet-facing services. Network Protection protects every Public IP within an Azure Virtual Network while adding enterprise features such as Rapid Response support from Microsoft engineers, cost protection for attack-related autoscaling, and Web Application Firewall (WAF) discounts. It's important to remember that Azure DDoS Protection focuses on Layers 3 and 4 of the network stack. For Layer 7 application attacks that target websites and APIs using legitimate-looking HTTP requests, organizations should combine DDoS Protection with Azure Web Application Firewall (WAF) running on Application Gateway or Azure Front Door. Together they provide comprehensive defense against both network floods and application-level attacks. WHY DDOS PROTECTION MATTERS FOR EVERY BUSINESS Many organizations assume cybercriminals only target large enterprises, but modern DDoS attacks are highly automated. Botnets constantly scan the internet for vulnerable public endpoints regardless of company size. Even a moderate attack can overwhelm a small application long before it threatens Azure's underlying infrastructure. For businesses running websites, SaaS platforms, APIs, online stores, or customer portals, downtime can quickly translate into lost revenue, damaged reputation, and reduced customer trust. Azure DDoS Protection provides automated mitigation without requiring security teams to manually respond during an attack, allowing organizations to stay online while Microsoft's platform absorbs and filters malicious traffic. BUILDING A LAYERED DEFENSE STRATEGY Azure DDoS Protection is most effective as part of a layered security architecture. Organizations should combine Azure's built-in infrastructure protection with Azure DDoS Protection for workload-specific mitigation, Azure Web Application Firewall for HTTP and API security, Network Security Groups for traffic filtering, and Azure Monitor for alerts and diagnostics. Enabling logging, configuring attack notifications, and regularly reviewing mitigation reports provide valuable visibility into security events while helping organizations improve their defenses over time. By combining intelligent network-layer mitigation with application-layer protection and continuous monitoring, Azure DDoS Protection helps ensure internet-facing workloads remain secure, resilient, and available even during large-scale cyberattacks. Become a supporter of this podcast: https://www.spreaker.com/podcast/m365-fm-modern-work-security-and-productivity-with-microsoft-365--6704921/support [https://www.spreaker.com/podcast/m365-fm-modern-work-security-and-productivity-with-microsoft-365--6704921/support?utm_source=rss&utm_medium=rss&utm_campaign=rss].

18. juli 202614 min
episode Azure Virtual Network - Simply Explained artwork

Azure Virtual Network - Simply Explained

An Azure Virtual Network (VNet) is your own private network inside Microsoft Azure. It provides the secure foundation for virtually every cloud workload you deploy, including virtual machines, databases, containers, Kubernetes clusters, and many Platform-as-a-Service solutions. Just like a physical network in a traditional data center, a VNet defines your private IP address space, isolates your resources from other customers, and gives you complete control over connectivity, security, and routing. Every modern Azure architecture starts with a well-designed Virtual Network because it serves as the networking backbone for everything that runs in your cloud environment. PLANNING YOUR NETWORK BEFORE YOU BUILD Creating a VNet isn't simply about clicking a button—it requires careful planning. When you create a Virtual Network, you choose its IP address space using CIDR notation, determining how many resources your network can support. Selecting the right address range is essential because overlapping IP ranges can prevent future connectivity with on-premises environments or other Azure networks. Designing with future growth in mind allows you to scale applications without rebuilding your networking architecture later. A properly planned VNet becomes the foundation for hybrid cloud deployments, disaster recovery, and enterprise-scale Azure environments. SUBNETS, PRIVATE IPS, AND NETWORK ISOLATION Inside every Virtual Network are subnets, which divide the larger network into smaller, logical sections. Instead of placing every workload into one large network, organizations typically separate web servers, application servers, databases, and management resources into dedicated subnets. This improves organization while creating clear security boundaries between application tiers. Resources receive private IP addresses for internal communication, while public IP addresses are assigned only when internet access is required. By minimizing public exposure and keeping most workloads on private addresses, organizations significantly improve the security of their Azure infrastructure. CONTROLLING TRAFFIC WITH NSGS AND ROUTING Azure Virtual Networks provide far more than simple connectivity. Network Security Groups (NSGs) act as virtual firewalls that control inbound and outbound traffic based on IP addresses, ports, and protocols. They can be applied to entire subnets or individual network interfaces, allowing administrators to enforce granular security policies. Azure also includes powerful routing capabilities through Route Tables and User-Defined Routes (UDRs), enabling traffic to pass through firewalls, VPN gateways, or other network appliances before reaching its destination. Together, routing and NSGs give organizations complete control over how traffic flows throughout their Azure environment. CONNECTING NETWORKS ACROSS AZURE AND BEYOND Most enterprise environments consist of multiple Virtual Networks rather than just one. Azure Virtual Network Peering securely connects separate VNets using Microsoft's global backbone network, allowing applications to communicate with low latency and high bandwidth without using the public internet. VNets can also connect to on-premises environments through VPN Gateway or Azure ExpressRoute, creating seamless hybrid cloud architectures. Large organizations commonly adopt a Hub-and-Spoke design, where shared networking services such as firewalls, monitoring, and gateways reside in a central hub while individual applications operate in isolated spoke networks. This architecture improves scalability, simplifies management, and centralizes security. WHY EVERY AZURE PROFESSIONAL MUST UNDERSTAND VNETS Azure Virtual Networks are one of the most important building blocks in the Microsoft cloud. Nearly every Azure service relies on networking, making VNets essential knowledge for cloud administrators, developers, architects, and security professionals. Understanding IP addressing, subnet design, security groups, routing, and network peering allows you to build scalable, secure, and highly available cloud solutions. Whether you're deploying a single virtual machine or designing a global enterprise platform spanning multiple regions, your success depends on building a strong networking foundation—and that foundation always begins with Azure Virtual Network. Become a supporter of this podcast: https://www.spreaker.com/podcast/m365-fm-modern-work-security-and-productivity-with-microsoft-365--6704921/support [https://www.spreaker.com/podcast/m365-fm-modern-work-security-and-productivity-with-microsoft-365--6704921/support?utm_source=rss&utm_medium=rss&utm_campaign=rss].

18. juli 202617 min
episode Azure Private Link - Simply Explained artwork

Azure Private Link - Simply Explained

Azure Private Link is Microsoft's networking service that enables secure, private connectivity between your Azure Virtual Network and Azure Platform-as-a-Service (PaaS) resources such as Azure Storage, Azure SQL Database, Key Vault, Cosmos DB, and many other services. Instead of accessing these services through their default public endpoints, Private Link creates a private endpoint with its own private IP address inside your virtual network. As a result, all traffic remains on Microsoft's private backbone network and never traverses the public internet, significantly reducing your attack surface while improving security and compliance. WHY PRIVATE LINK EXISTS Many Azure services are internet-accessible by default. Even if your virtual machines and storage accounts exist within the same Azure subscription, communication with a Storage Account or SQL Database normally uses a public endpoint protected only by authentication and firewall rules. While encrypted, the network path still travels over public internet infrastructure. Azure Private Link eliminates this unnecessary exposure by providing a direct private connection. Instead of routing traffic outside your virtual network and back into Azure, communication stays entirely within Microsoft's global backbone, creating a far more secure architecture for sensitive workloads and regulated environments. HOW PRIVATE ENDPOINTS AND PRIVATE DNS WORK The foundation of Azure Private Link is the Private Endpoint, a virtual network interface that receives a private IP address from your subnet. Your applications continue using the same Azure service URL, but Azure automatically redirects DNS resolution through a Private DNS Zone. Instead of resolving to a public IP address, the service name resolves to the private endpoint inside your virtual network. From the application's perspective, nothing changes—the connection string remains identical—but the network path is completely different. Traffic flows directly from your workload to the private endpoint and across Microsoft's private backbone, completely bypassing the public internet. PRIVATE LINK VS VPN, EXPRESSROUTE, AND SERVICE ENDPOINTS Azure Private Link is often confused with other networking technologies, but each serves a different purpose. VPN Gateway securely connects on-premises networks to Azure over the public internet. ExpressRoute provides a dedicated private connection into Microsoft's network but does not automatically privatize Azure PaaS services. Service Endpoints restrict which virtual networks can access a public endpoint, but the service itself still remains publicly reachable. Azure Private Link goes one step further by assigning a private IP directly inside your virtual network, removing public exposure entirely. For maximum security, many enterprise architectures combine ExpressRoute with Private Link to achieve fully private connectivity from on-premises environments to Azure services. PRIVATE LINK ISN'T JUST FOR MICROSOFT SERVICES Azure Private Link also enables organizations to publish their own applications privately through Private Link Service. Instead of exposing applications behind public load balancers or building complex VPN connections for every customer, software vendors can publish services through a Standard Load Balancer and allow customers to connect using their own private endpoints. This creates secure, private connectivity between separate Azure environments without network peering or public internet exposure. It has become an increasingly popular solution for SaaS providers that need to deliver enterprise-grade connectivity while maintaining strict security and isolation between customers. SECURITY, COMPLIANCE, AND BEST PRACTICES Azure Private Link dramatically reduces network exposure by eliminating public endpoints for sensitive Azure services. However, one common mistake is assuming that creating a private endpoint automatically disables the public endpoint—it does not. Administrators should explicitly disable public network access after validating the private connection. Proper Private DNS configuration is equally important, especially for hybrid environments where on-premises clients require DNS forwarding or Azure DNS Private Resolver. While Private Link introduces additional costs for private endpoints and data processing, it provides substantial security benefits for production workloads, financial services, healthcare, government organizations, and any environment where compliance, Zero Trust networking, and data privacy are business-critical requirements. Become a supporter of this podcast: https://www.spreaker.com/podcast/m365-fm-modern-work-security-and-productivity-with-microsoft-365--6704921/support [https://www.spreaker.com/podcast/m365-fm-modern-work-security-and-productivity-with-microsoft-365--6704921/support?utm_source=rss&utm_medium=rss&utm_campaign=rss].

18. juli 202616 min
episode Azure Traffic Manager - Simply Explained artwork

Azure Traffic Manager - Simply Explained

Azure Traffic Manager is Microsoft's global DNS-based traffic distribution service that directs users to the most appropriate application endpoint anywhere in the world. Instead of sending every user to a single data center, Traffic Manager intelligently routes requests based on factors such as latency, geographic location, endpoint health, or custom routing policies. Because it operates at the DNS layer, Traffic Manager never sits in the data path—it simply tells users which endpoint to connect to. This makes it an extremely lightweight, highly available, and globally scalable solution for improving application performance and business continuity. WHY GLOBAL TRAFFIC ROUTING MATTERS As businesses expand globally, users expect fast and reliable applications regardless of where they are located. A customer in Tokyo connecting to an application hosted only in Virginia experiences much higher latency than someone located nearby. Even worse, if that single region becomes unavailable, every user loses access to the application. Azure Traffic Manager solves these challenges by directing each user to the closest, fastest, or healthiest deployment. This improves application responsiveness, reduces downtime, and enables organizations to build resilient multi-region architectures without requiring users to manually choose a server or location. HOW AZURE TRAFFIC MANAGER WORKS Unlike Azure Load Balancer or Azure Application Gateway, Traffic Manager does not proxy or inspect network traffic. Instead, it answers DNS queries with the IP address or hostname of the best available endpoint. Once the DNS lookup is complete, the user's device connects directly to that endpoint, meaning Traffic Manager introduces virtually no additional latency. It continuously monitors each configured endpoint using HTTP, HTTPS, or TCP health probes. If an endpoint fails multiple health checks, Traffic Manager automatically removes it from DNS responses and redirects new users to healthy locations. When the endpoint recovers, it is automatically placed back into service, providing seamless failover without manual intervention. UNDERSTANDING THE SIX ROUTING METHODS Azure Traffic Manager offers six routing methods designed for different business scenarios. Priority Routing provides active-passive disaster recovery by automatically failing over to backup regions. Performance Routing sends users to the endpoint with the lowest network latency. Weighted Routing distributes traffic according to administrator-defined percentages, making it ideal for canary deployments, A/B testing, and gradual migrations. Geographic Routing directs users based on their country or region to support compliance and localized experiences. Subnet Routing allows routing based on the source IP range, while Multivalue Routing returns multiple healthy IP addresses for simple client-side failover. These flexible routing policies enable organizations to optimize performance, availability, compliance, and deployment strategies with a single service. TRAFFIC MANAGER VS LOAD BALANCER VS FRONT DOOR Azure Traffic Manager is often confused with other Azure networking services, but each solves a different problem. Traffic Manager operates globally at the DNS layer and decides where users should connect. Azure Load Balancer distributes traffic between virtual machines within a single region using Layer 4 networking. Azure Application Gateway provides Layer 7 routing, SSL termination, and a Web Application Firewall for web applications. Azure Front Door combines global routing with edge caching, Web Application Firewall capabilities, and application acceleration. Many enterprise architectures actually use these services together—for example, Traffic Manager routes users to the closest region, while Load Balancer or Application Gateway distributes traffic within that region. WHEN SHOULD YOU USE AZURE TRAFFIC MANAGER? Azure Traffic Manager is the ideal solution for organizations running applications across multiple Azure regions, multiple clouds, or hybrid environments. It improves global performance, enables automatic disaster recovery, supports regulatory requirements through geographic routing, and simplifies controlled software rollouts using weighted traffic distribution. Combined with continuous health monitoring, flexible routing methods, and Microsoft's globally distributed DNS infrastructure, Azure Traffic Manager provides a reliable foundation for highly available applications that serve users around the world with minimal latency and maximum resilience. Become a supporter of this podcast: https://www.spreaker.com/podcast/m365-fm-modern-work-security-and-productivity-with-microsoft-365--6704921/support [https://www.spreaker.com/podcast/m365-fm-modern-work-security-and-productivity-with-microsoft-365--6704921/support?utm_source=rss&utm_medium=rss&utm_campaign=rss].

18. juli 202616 min