https://www.kenmuse.com/tags/ai-and-machine-learning/Discover Azure, DevOps, and development insights with Ken Muse, a DevOps Architect at GitHub and 4x Microsoft Azure MVPen-usweekly1https://www.kenmuse.com/tags/ai-and-machine-learning/32https://www.kenmuse.com/tags/ai-and-machine-learning/favicon/favicon-32x32.png32https://www.kenmuse.com/blog/beyond-mcp-vs-code-ai-extension-apis/Thu, 26 Feb 2026 00:00:00 -0500beyond-mcp-vs-code-ai-extension-apisAIDevOpsProgrammingExplore VS Code's AI extension APIs and when these APIs make sense over using a standalone MCP server.https://www.kenmuse.com/blog/adding-mcp-server-to-vs-code-extension/Thu, 19 Feb 2026 00:00:00 -0500adding-mcp-server-to-vs-code-extensionAIDevOpsProgrammingLearn how to embed an MCP server in a VS Code extension to take your development work to the next level.https://www.kenmuse.com/blog/github-agentic-workflows-bring-ai-agents-to-actions/Fri, 13 Feb 2026 00:00:00 -0500github-agentic-workflows-bring-ai-agents-to-actionsAIDevOpsGitHubExplore GitHub's new Agentic Workflows -- AI coding agents in GitHub Actions with defense-in-depth security and natural language automation.https://www.kenmuse.com/blog/getting-better-ai-results-with-deterministic-context-and-mcp/Thu, 05 Feb 2026 00:00:00 -0500getting-better-ai-results-with-deterministic-context-and-mcpAIDevOpsTransform unpredictable AI behavior into reliable results using MCP tools for deterministic context.https://www.kenmuse.com/blog/what-is-mcp-and-why-do-developers-care/Sat, 31 Jan 2026 00:00:00 -0500what-is-mcp-and-why-do-developers-careAIDevOpsGitHubDiscover Model Context Protocol (MCP), the open standard that lets AI models connect directly to your databases, APIs, and tools for deterministic results.https://www.kenmuse.com/blog/the-new-devops-why-ai-is-not-taking-your-job-yet/Thu, 28 Aug 2025 00:00:00 -0400the-new-devops-why-ai-is-not-taking-your-job-yetAIDevOpsProgrammingExploring why AI tools complement rather than replace developers, and how smart companies use AI to enhance team productivity instead of downsizing talent.https://www.kenmuse.com/blog/understanding-the-secret-life-of-ai-tools/Sat, 07 Jun 2025 00:00:00 -0400understanding-the-secret-life-of-ai-toolsAILearn how AI tools use prompts and tools to enhance responses, making interactions smarter and more dynamic.