Practical insights on Platform Engineering, Azure, GitHub, Terraform, and AI-powered delivery
Agent skills, custom instructions, and MCP configuration are becoming part of the engineering trust boundary. This post walks through using NVIDIA SkillSpector in GitHub Actions to scan AI skill repositories, surface findings in SARIF or PR comments, and make risky agent behaviour visible during normal review.
Learn how an Excalidraw Agent Skill powered by Excalidraw MCP in GitHub Copilot can generate Cloud, Terraform, and workflow diagrams from natural language prompts.
Terraform provider upgrades often turn into a manual research exercise. You check the registry, read changelogs, scan the codebase for deprecated resources, update the provider version, add moved blocks, run a plan, and hope nothing breaks. Using GitHub Agentic Workflows, a Terraform MCP server, and reusable agents and skills, much of that preparation can be … Read more
In my a previous blog post, I shared my early experience getting started with GitHub Agentic Workflows. I’ve known about GitHub Agentic Workflows for a few months, after spending more time using them, what stands out isn’t just the AI capability – it’s the operating model: You keep the reliability and visibility of Actions, while … 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.
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.
Learn how to check out a custom repo and branch in GitHub Actions with this step-by-step guide
Learn how to integrate GitHub Models into GitHub workflows to increase AI capabilities of your pipelines.