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This week, we focus on #challenges faced while implementing #GenAI apps in #production Expect a video each day diving deeper into the unique challenges shared by customers as they enrich their app with #LLMs, but for today, let's have a high level intro techcommunity.microsoft.com/blog/azuredevc…

Today, we address the issue of not being able to control #token usage for #AzureOpenAI #APIs that serve multiple clients. Learn how to limit tokens consumed per client app, or per subscription for a specified duration using the #tokenLimit policy techcommunity.microsoft.com/blog/azuredevc…

"Announcing: Azure API Center Hands-on Workshop 🚀" by Julia Muiruri #Azure #DEVCommunity dev.to/azure/announci…

How do you reuse #completions to save money? How do you speed up API responses to improve performance? With semantic cache policy, we compare incoming prompt to prior ones, and based on the vector proximity score, retreive completions stored in your cache youtu.be/8Fzu8kF47Bw?si…

You can make your apps more #resilient by prioritizing your #AzureOpenAI services, dynamically changing effective backends, and enforcing automatic circuit breaker rules to protect from too many requests. Watch📽️ youtu.be/Y8bBtwb2MTs?si… Read 📑 techcommunity.microsoft.com/blog/azuredevc…

The last challenge in the series covers how to monitor #GenAI APIs See how to set up the 📈emit-token-metric policy which sends custom metrics to #ApplicationInsights for insights on total tokens, prompt tokens, completion tokens, among other metrics youtu.be/2pW6Z2VwHmQ?si…

Are your users burning through tokens? 😩 Need answers not docs? Julia Muiruri asked GitHub Copilot for Azure in VS Code: “How do I limit token use for high use users?” Boom 💥 ✅ It found the policy ✅ Wrote the code ✅ Explained the behavior 🔗 techcommunity.microsoft.com/blog/azuredevc…

Check out these popular scenarios for using the azure participant with #githubcopilot No need to spend hours on #docs, just ask azure

Agent mode is rolling out to all users! 🔁 Autonomous code editing 🔍 Full codebase awareness 💬 All extensible via MCP AND VS Code Extensions Learn more: code.visualstudio.com/blogs/2025/04/…

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Secure AI agent integrations are challenging. Julia Muiruri solution: ✅MCP connects GitHub & ServiceNow ✅Azure API Management secures it ✅Credential Manager does OAuth ✅GitHub Copilot automates the whole flow 🚀 🔗techcommunity.microsoft.com/blog/azuredevc… #AI #APIManagement #GitHubCopilot

Discover how MCP and Azure API Management simplify secure AI access to tools and data, plus a hands-on issue triage demo { author: Julia Muiruri } #DEVCommunity dev.to/azure/enhancin…

Secure AI agent integrations are challenging. Julia Muiruri solution: ✅MCP connects GitHub & ServiceNow ✅Azure API Management secures it ✅Credential Manager does OAuth ✅GitHub Copilot automates the whole flow 🚀 🔗techcommunity.microsoft.com/blog/azuredevc… #AI #APIManagement #GitHubCopilot

Thank you, Dan Wahlin l! You're a such amazing leader. Love you, with all my respect! p.s.: I took a picture from our last call today! 💙

More big news: We're going to open source the GitHub Copilot extension then refactor it into VS Code core. AI-powered tools are core to how we write code. Working in the open leads to better products and stronger ecosystems. We want #VSCode to be the best open source AI editor

AI Repo of the Week: from Dan Wahlin Kickstart your AI journey with MCP for Beginners! 💡 Dive into foundational concepts and practical applications to build smarter solutions. Check it out: techcommunity.microsoft.com/blog/azuredevc… #AI #MachineLearning #AzureDevCommunity

#APIM With Julia Muiruri #azure #api #management at European AI and Cloud Summit

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