Failover Is Harder Than It Looks
Hi there 👋 When architects discuss resilience, failover is usually one of the first solutions mentioned. “Don’t worry — we have failover.” Secondary regions....
AI Is Now Part of Your Attack Surface
Hi there 👋 Over the past few days, something caught my attention. A widely used platform was reportedly breached — not through a traditional vulnerability,...
Retries, Timeouts, Circuit Breakers — Getting the Basics Right
Hi there 👋 Distributed systems don’t fail if.They fail when. A slow dependency.A timeout.A service under load. These aren’t exceptional cases — they’re part...
The Ethical Questions Software Engineers Can’t Ignore
Hi there 👋 Over the past weeks, global tensions have once again reminded us how fragile stability can be. Conflicts escalate quickly.Missiles are...
Agentic AI Is Rising — Are We Ready?
Hi there 👋 Over the past few years, AI has moved from curiosity to everyday tool. First came copilots. Then generative AI everywhere. Now the conversation is...
Platform Engineering Is the New DevOps — But Are We Doing It Right?
Hi there 👋 Over the past few years, platform engineering has rapidly emerged as the “next step” after DevOps. Internal platforms promise: Faster deliveryLess...
Maven vs Gradle: Choosing the Right Java Build Tool
Hi there 👋 Build tools rarely get much attention — until they slow teams down, complicate CI pipelines, or quietly turn into long-term maintenance problems....
Java in 2026: Spring Boot vs Quarkus
Hi there 👋 For many teams, Spring Boot has been the default choice for Java applications for years.Stable, familiar, and backed by a massive ecosystem — it...
Serverless Isn’t Free — Here’s What Architects Need to Know
Hi everyone, After a long period of seeing teams adopt serverless “by default,” I wanted to write something that reflects a more balanced reality. Serverless...
The Architecture Behind Outages
Hi there 👋 Over the last few years, we’ve seen a wave of major outages across the internet — Cloudflare, AWS, Fastly, Meta, and more.Whenever it happens, the...
When the edge fails: lessons from the Cloudflare outage
Hi there 👋 A few days ago, a major Cloudflare outage rippled across the internet, taking down thousands of apps, APIs, and services for hours.Cloudflare is...
When the tools you trust turn paid
Hi there 👋 This week, I published something a bit different — not about code or design patterns, but about control. If you’ve used Bitnami over the years,...
AI won’t replace engineers — but it might mislead those who think it can
Hi there 👋 This week reminded us just how fragile our digital world can be.A major AWS outage disrupted countless services — from global platforms to...
Making Sense of Data Warehouses, Lakes, and Streams
Hi there 👋 After exploring compute, APIs, and orchestration patterns, this week I’m diving into a topic that underpins them all — data architecture. In my...
Lambda, Fargate, EC2… which one should you use?
Hi there 👋 After a long break, I’m back with a fresh article on Thoughtful Architect. This time, I take a deep dive into AWS Compute Services — Lambda,...