Latest Posts

Stay up-to-date with my newest technical articles covering coding challenges, development tips, software architecture insights, and cutting-edge technology explorations. Each post offers practical knowledge to enhance your technical expertise.

Bicep vs Terraform vs OpenTofu: Your Infrastructure as Code options in 2025

A comprehensive comparison of Azure Bicep and Terraform, plus OpenTofu as a community-driven open source alternative. With HashiCorp's license changes and IBM's acquisition, which tool should you choose for your cloud infrastructure needs?

From simple to sophisticated: Terraform infrastructure evolution

How I transformed a basic Terraform configuration into a sophisticated infrastructure-as-code solution with modules, testing, CI/CD, and governance.

Is AI the right solution? Part 3: Metrics, piloting, and key takeaways

Final part of our AI project validation series. Learn how to define success metrics, run effective pilot projects, and review key takeaways for successful AI implementation.

Is AI the right solution? Part 2: Examples and ethical risks

Part 2 of our AI project validation series. See the decision framework in action with examples and explore key ethical risks like bias, privacy, and workforce impact.

Is AI the right solution? Part 1: The decision framework

Part 1 of our series on validating AI projects. Learn a structured decision tree framework to assess strategic alignment, business impact, and ROI.

A practical guide to Machine Learning for image classification

An overview of a typical machine learning workflow for image classification, covering problem definition, ML type, tooling, data preparation, model training, and deployment using TensorFlow, Flask, and Docker.

Understanding the Model Context Protocol (MCP)

Explore the Model Context Protocol (MCP), a groundbreaking standard for AI integration, enabling seamless interaction between AI models and external data sources.

GitHub Copilot Agent Mode - Transforming your development workflow

Discover how GitHub Copilot's Agent Mode enhances your development experience with natural language interactions and context-aware assistance throughout your coding journey.