Ken Muse
Getting Better AI Results With Deterministic Context and MCP
Have you ever watched your AI assistant suggest something completely different from what you expected? Ever had it seem to ignore clear step-by-step directions and do something different? I was frustrated when Copilot kept making inconsistent decisions about my content metadata. After trying custom instructions and task-specific prompts, I finally found the solution: give the AI exactly what it needs. Here’s how I did it.

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What Is MCP and Why Do Developers Care?
Ever notice how AI assistants are brilliant at reasoning but can’t actually check your database or call your APIs? You end up playing middleman, copying data back and forth. Model Context Protocol (MCP) changes that. It’s an open standard that lets AI assistants connect directly to your data sources and tools while keeping you in control. Let me show you more about what it is, how it works, and why it matters.

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Using Git Worktrees for Concurrent Development
Ever found yourself stuck mid-feature when a production bug demands immediate attention? What about when a colleague asks if you can take a quick look at some code? We’ve all been there, trying to safely commit incomplete work or juggling stashes so we can switch between Git branches. What if I told you Git has had a solution for over a decade (and that VS Code just added support)? Learn how Git worktrees can reduce your friction!

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Using React in Visual Studio Code Webviews
Building custom extensions and visualizations in Visual Studio Code can be a powerful way to enhance your development processes. The samples show you how to use vanilla JavaScript. This post shows you how to modify the code to use React instead.

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Improved Blogging With Visual Studio Code Webviews
Building a custom VS Code extension can open the door for innovation. Extensions can become even more powerful when you use them to create a better interface. Today we explore how to incorporate custom UIs into your extension using Webviews.

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Improved Blogging With Visual Studio Code Extensions
Combining Visual Studio Code with Hugo has given me a great workflow for my blog. To make it even better, I need to modify part of the editor’s behavior. I need a custom VS Code extension.

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Improved Blogging With Visual Studio Code Tasks
I’ve mentioned a few times that I use Visual Studio Code and Hugo for my blogging. I’ve also discussed some of the the ways I make it faster and easier to create my posts. Learn how I make my VS Code experience faster and easier by using tasks.

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Implementing Private VS Code Extensions for Dev Containers
Did you know that dev containers can have their own private Visual Studio Code extensions? By understanding some of the life cycle of the container, it’s possible to create and use extensions that are designed to support a specific dev container or Codespaces environment.

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Creating Visual Studio Code Extension Packs
Ever wished that you could encapsulate some recommendations or best practices for Visual Studio Code and make them available to your team? Then perhaps it’s time you considered creating an extension pack to organize and distribute those recommendations!

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