Running GitHub Copilot SDK Inside GitHub Actions
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.
Empowering Developers with Azure, Azure DevOps, GitHub & Terraform Insights
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.
If you are using Azure API Management service, you may get notified or see an Azure advisor recommendation regarding – Disable trusted service connectivity in API Management. While reviewing Azure Advisor recommendations across multiple subscriptions, I noticed something interesting: only a subset of our API Management (APIM) services appeared in the advisor alerts. This prompted … Read more
Ever wished you could practice Git commands without the fear of messing up a real repository? That’s exactly what I built – Git Rail Control, an interactive Git training platform that turns version control into a gamified learning experience with a rail operations theme. What is Git Rail Control? Think of it as a flight … Read more
Run HashiCorp Terraform MCP Server seamlessly in GitHub Actions to ensure accurate provider schemas and smoother automation. Learn how in this guide today.
I had the chance to attend GitHub Universe in San Francisco, and wow – what a week. Between the keynote energy, hands-on demos, and meeting the people behind the tools we use every day. In this post, I’ll take you through some of the most exciting highlights, share my take on what they mean for … Read more
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
Working with Azure API Management across multiple tenants? Tired of managing service principal secrets and certificates? In this blog post, I’m going to show you how to set up passwordless cross-tenant authentication using User-Assigned Managed Identities and Federated Credentials. This approach eliminates the need for client secrets while enabling secure service-to-service authentication between API Management … 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