Building better platforms with Azure, GitHub, Terraform and AI
I started using Draw.io MCP to generate diagrams from structured input and keep them tied to code and infrastructure. Instead of manually arranging every shape, I can now generate a solid first draft in minutes, make deliberate edits, and commit it to Git. That simple change turns diagrams into living assets rather than throwaway images … Read more
Run GitHub Copilot SDK in GitHub Actions to automate tasks in your CI/CD pipeline. Learn how to build a PR review bot with consistent, structured output.
The future of Infrastructure as Code isn’t about writing more Terraform. It’s about teaching agents how your platform works, letting AI handle the repetitive parts, and spending more time reviewing intent instead of syntax. Here’s how agent skills, MCP servers, and natural language workflows are quietly reshaping IaC.
Run HashiCorp Terraform MCP Server seamlessly in GitHub Actions to ensure accurate provider schemas and smoother automation. Learn how in this guide today.
If you’ve ever wished your CI/CD pipeline could think for itself, you’re going to like what comes next. GitHub Next recently introduced a research project called Agentic Workflows – a way to embed autonomous AI agents directly into GitHub Actions. These aren’t just scripted automation tasks; they can interpret natural language, reason about problems and adapt to context. … Read more
Increase CI/CD efficiency with AI-powered Terraform plan reviews. Catch issues early, improve IaC quality, and speed up deployments. Learn more today.
If you’ve been using GitHub Copilot Chat in Visual Studio Code, you already know how good it is at answering questions and generating code. But sometimes it feels a little too “one-size-fits-all.” That’s where Custom Chat Modes change the game. With this feature, you can define exactly how Copilot Chat behaves – from its tone … Read more
Learn how to integrate GitHub Models into GitHub workflows to increase AI capabilities of your pipelines.
Unlock hassle-free local agentic AI with Docker MCP Toolkit. Simplify MCP server setup and increase productivity today. Discover how in our latest guide.