Microservices vs. Monolithic Architecture: What Should Your Full-Stack Development Partner Build?
A founder asked me last year to review the architecture his agency had pitched. Eleven services. A message queue. A service mesh. The product was a bo…
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Building and Deploying Spring Petclinic Microservices on AWS: My Experience as Co-Project Lead and App & Docker Lead
Introduction As part of the DMI (DevOps Micro Internship) Cohort 2, our team successfully deployed the Spring Petclinic Microservices application on A…
When to Use Microservices (And When to Stick With a Monolith)
Most teams I talk to assume microservices are the endgame. Split everything into tiny services, deploy independently, scale each one separately — it s…
The Microservice-to-Engineer Ratio (MTR): Why Too Many Microservices Slow Down Engineering Teams
Discover the Microservice-to-Engineer Ratio (MTR), a powerful architectural metric that reveals when microservices begin hurting engineering productiv…
Shifting from Databases to Kafka: How to Build an Indestructible Data Pipeline
When you start building an app, keeping your data consistent is easy. If a user changes something, your code updates the database, and you're done. Bu…
The Operational Overhead of Migrating from Monolith to Modular
Migrating from a monolithic system to a more modular, microservice-like structure often appears to be a better solution at first glance. It promises a…
Why Distributed Transactions Fail and How the Outbox Pattern Helps
While covering the Outbox Pattern in my earlier article on CQRS , I realized there was much more depth to it than I initially planned to discuss — and…
Why Your API Gateway Might Be Your Biggest Compliance Liability
Why Your API Gateway Might Be Your Biggest Compliance Liability Your microservices architecture handles thousands of customer verification requests pe…
Multi-Repo Microservice Changes Are a Coordination Problem. I Solved It With AI Agent Teams.
A walkthrough of RepoOrch — an open-source Claude Code plugin that turns a multi-repo workspace into a deliberating team of AI specialists, with peer-…
I kept improving my .NET order pipeline after a CTO left feedback. Here is where it ended up.
A few weeks ago I published an article about an event-driven order pipeline I built in .NET. A CTO named Andrew Tan left a comment pointing out that m…
Production Ready NestJS Microservice Setup with Candy-Nest-CLI 🍬
If you build microservices with NestJS, you already know how powerful and structured the framework is. However, starting a new project often involves …
After 5 years of Go services, here's the boilerplate I wish existed
TL;DR: I open-sourced rock288/go-mongo-boilerplate — a Go 1.25 service template that ships the boring production stuff (observability, retry, DLQ, SSR…
Incremental Modernization Architecture: Designing Multi-Tenant Extensibility for Enterprise SaaS
When Success Creates Its Own Challenge Twenty years of continuous investment in an enterprise platform is a remarkable achievement. It means the platf…
10 Microservices Concepts Every Developer Should Know (Before Your System Explodes) 💣
10 Microservices Concepts Every Developer Should Know (Before Your System Explodes) 💣 When you think microservices will solve everything but... Look, …
The real startup killer isn't product — it's building infrastructure from scratch.
There's a pattern I've seen repeat a few times over 20 years building software systems in both startup and enterprise environments. Most early-stage t…
Starting Enterprise-wide Kafka Governance
Technical leadership isn't always about having the right title; it’s about having the right influence. When you are operating without direct authority…
Demystified: What Problems Do Microservices Solve Over Monoliths?
Imagine you run a bustling coffee shop. In the beginning, you take orders, make the coffee, and serve pastries all by yourself. It works perfectly whe…