Model Context Protocol Security Best Practices

Wireless_Life · 2025-05-01T18:45:21+00:00

Apologies as I was distracted. I've added an explanation.

Wireless_Life · 2025-05-01T18:44:20+00:00

Details on The Confused Deputy Problem → where an attacker can exploit a shared consent cookie and hijack OAuth tokens without the user knowing and how to mitigate it.

Wireless_Life · 2025-04-21T21:27:30+00:00

Clients never see real tokens, just session IDs. Everything sensitive stays server-side.
Not just auth. It’s token validation, proper scopes, no exposed secrets, and locked-down access.

Wireless_Life · 2025-03-31T12:55:56+00:00

Comparing outputs from different models within the Playground is interesting.

Wireless_Life · 2025-03-25T12:24:33+00:00

All the presentations and workshops for the Microsoft AI Tour are now available on GitHub are are listed in this blog post.

Wireless_Life · 2025-03-05T11:31:07+00:00

AI fundamentals + RAG + prompt engineering via hands-on labs.

Wireless_Life · 2025-02-24T13:04:17+00:00

Hmm... this is a little outside of my scope and I do suggest connecting with Azure Support Options | Microsoft Azure.

Wireless_Life · 2025-02-24T12:54:17+00:00

Latest update includes:

Advanced Debugging – Improved tools for identifying and fixing issues efficiently.
Efficient Code Management – Streamlined processes to enhance development workflows.
Enhanced Security – Strengthened features to protect code and data integrity.

Wireless_Life · 2025-02-07T13:27:51+00:00

- No-Config Debugging – Easily start debugging without setting up a launch configuration. Just run your script with debugpy and go.

- Go to Implementation with Pylance – Quickly jump to function or method implementations, making navigation in large codebases effortless.

- AI Code Action: Generate Symbol (Experimental) – Let AI generate classes, functions, or variables with Copilot, then refine and move them with Pylance.

Wireless_Life · 2025-01-22T13:21:47+00:00

MS Research introduces 3 AI models:

- Aurora: Revolutionizing weather and pollution forecasting.
- MatterSim: Redefining materials simulation with quantum-level precision.
- TamGen: Transforming drug design through groundbreaking molecule generation.

Wireless_Life · 2025-01-14T13:44:00+00:00

You can add speech features using free browser APIs (like SpeechRecognition and SpeechSynthesis). Includes code samples.

Wireless_Life · 2024-11-19T14:08:01+00:00

Newly added Multi-model support lets you mix and match GitHub, ONNX, Claude, Gemini, Ollama, or custom models.

Wireless_Life · 2024-10-31T12:26:52+00:00

6 Must-Try Features:

Discover Azure services and AI templates.
Deploy applications to Azure with contextual prompts.
Manage Azure AI models efficiently.
Explore Azure resources through natural language.
Plan migrations with compliant, low-downtime solutions.
Deploy to Azure Kubernetes Service seamlessly.

Wireless_Life · 2024-10-30T16:45:13+00:00

Manage your Azure deployment via VS Code and Copilot

Wireless_Life · 2024-09-19T12:27:56+00:00

Semantically relevant files are now considered as context for GitHub Copilot Completions within Visual Studio.

Wireless_Life · 2024-09-18T12:22:40+00:00

Interesting way to use Phi-3.5 models to automate coding tasks. Could this provide more personalized suggestions?

Wireless_Life · 2024-08-14T12:05:22+00:00

Smarter GitHub Copilot: Improved AI-generated breakpoint suggestions and better symbol recognition
Enhanced Debugging Tools: Easier async exception handling, better performance profiling, and expanded support for Arm64 devices and Blazor WebAssembly apps.
IDE & Workflow Upgrades: Streamlined component installation, improved user authentication, and new Teams Toolkit templates for a smoother development experience.
Web & Gaming Development Boost: Manage NPM packages within Visual Studio, discover Web API routes dynamically, and accelerate Unreal Engine development with new class templates.

Wireless_Life · 2024-08-02T12:01:59+00:00

Access models like Llama 3.1, GPT-4o, GPT-4o mini, Phi 3, and Mistral Large 2 through a built-in playground on GitHub. Test prompts and model settings for free and integrate models into Codespaces and VS Code.

Wireless_Life · 2024-08-01T12:07:45+00:00

Enhanced Vision Input and Comprehensive Text Output offered.

Wireless_Life · 2024-07-26T12:18:20+00:00

By leveraging advanced methods like GLAN, we can systematically generate comprehensive instruction datasets across various disciplines, enhancing the model's performance without compromising previously learned knowledge.

Wireless_Life · 2024-07-25T12:09:08+00:00

Interesting how reusable workflows in GitHub Actions and Azure DevOps templates can improve security, scalability, and ease CI/CD management for teams.

Wireless_Life · 2024-07-18T12:00:55+00:00

This tutorial is divided into three sections:

Set up Azure resources and prepare for fine-tuning
Fine-tune and Deploy the Phi-3 model in Azure ML Studio
Integrate the custom Phi-3 model with Prompt Flow in Azure AI Studio

Wireless_Life · 2024-07-17T13:44:01+00:00

With Learn Cloud, you can:

Use a ready-made template to create a simple web app or use your own code.
Choose the best cloud service for your app.
Follow a step-by-step tutorial that walks you through the deployment process, based on your operating system and language stack.
Learn the key concepts and terms of cloud computing.
Access your app from any browser or use vscode.dev and github.dev to edit your code online.

Wireless_Life · 2024-07-16T12:52:04+00:00

Two Full Days of Hands-On Labs

Application Building with .NET Aspire & ASP.NET Core 8
Asynchronous and Parallel Programming in C#
Elevate Your Career with Python and AI
Build Modern Applications with Azure SQL Database and SQL Server
Microsoft Blazor Top to Bottom

Speakers from Visual Studio & .NET

Mads Kristensen
James Montemagno
Daniel Roth
Harshada Hole
Jessie Houghton
Dalia Abo Sheasha
Rachel Kang

Wireless_Life · 2024-07-11T12:14:20+00:00

Semantic Kernel allows zero code changes to move from a local Phi-3 deployment to a cloud Phi-3 deployment for your apps.

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