Engineering Notes
Practical write-ups on cloud governance operating models, platform delivery patterns and the tradeoffs behind large-scale system decisions.
Showing 1-10 of 15 articles
June 18, 2026 : 1 min read
A Cloud Center of Excellence fails the moment it becomes an approval queue. Here is the operating model I use to make governance a paved road instead of a checkpoint.
April 2, 2026 : 1 min read
How standardizing GitOps delivery across a 100+ microservice estate on EKS removed release friction without pausing feature work.
March 28, 2026 : 4 min read
Many organizations are confused about the difference between AI models and AI-powered developer systems. This misunderstanding is leading to inefficient tooling decisions and missed productivity gains.
March 21, 2026 : 4 min read
Google's Stitch represents a fundamental shift in UX design, moving from static design tools to AI-powered design infrastructure. This article explores its capabilities and implications for the design workflow.
March 14, 2026 : 6 min read
Quick fixes are often necessary in software delivery, but they can introduce hidden architectural debt that accumulates over time. This article explores the long-term costs of quick-fix decisions and strategies to mitigate them.
February 28, 2026 : 3 min read
Most teams are adding AI into their workflow. Very few are redesigning their repositories for AI. If you find yourself repeating your tech stack, architecture, and coding standards every time you use an AI assistant, the issue is not the model. It is missing structure. In this article, I break down a simple, tool-agnostic pattern for building AI-ready repositories using layered context. The approach works with any coding assistant. The goal is straightforward: - Less prompting. - Fewer corrections. - More consistent output. If AI is becoming part of your engineering workflow, your repository design should evolve with it.
February 1, 2026 : 2 min read
AI has dramatically accelerated how we build software. Code is easier to generate, faster to ship, and simpler to scale. But one thing has not changed. Accountability. As leaders and architects, the responsibility for sound engineering judgment, long-term design health, and foundational thinking still sits with us, not with the tools we use. I have shared some thoughts on how AI is reshaping productivity, and why preserving engineering depth matters more than ever.
January 18, 2026 : 5 min read
A Cloud Center of Excellence (CCoE) plays a crucial role in ensuring that cloud adoption delivers consistent value across an organization. It bridges the gap between individual team success and organizational cloud maturity.
November 27, 2025 : 3 min read
Every major technology shift brings the same mix of excitement, doubt, and speculation. Artificial Intelligence is no different. Across timelines, industries, and job functions, one question quietly sits under the surface: _What really changes… and what doesn’t?
November 24, 2025 : 4 min read
AI is transforming software development, but it cannot replace the critical thinking, judgment, and accountability of human engineers.