Stop reaching for microservices. You are not Netflix
A few years ago, I watched a three-person team spend three months migrating a working Node.js monolith into several microservices. They had around 400…
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What Does "Code Accuracy" Mean When AI Builds Your App?
When a non-technical founder asks whether an AI app builder produces "accurate" code, they usually mean one thing: does it run without crashing? That …
Coder, Programmer, and Software Developer: Understanding the Journey
Many people use the terms coder, programmer, and software developer interchangeably. While they overlap, they represent different levels of responsibi…
Django vs. Flask: Choosing the Right Python Framework for Your Business
The real question isn't which framework is better. It's which one you can stop thinking about six months into the project. Key Takeaways Project Suita…
The Security Questions Every Enterprise AI Team Should Answer
If you're responsible for an enterprise AI platform, you've probably deployed an AI gateway by now. Something that proxies LLM requests, manages API k…
It Worked on My Machine (Literally)
I have a TRMNL on my desk. If you haven't seen one, it's a little e-ink display from trmnl.com that shows you whatever you tell it to: your calendar, …
Building a Four-Bar Linkage Mechanism Simulator in Haskell
Most developers know Haskell as a language for functional programming, type safety, compilers, parsers, and beautiful mathematical abstractions. But c…
The AI Engineering Baseline
As global AI adoption has accelerated through the first quarter of 2026, it's become clearer where the baseline bets that you need to make as a modern…
Beyond the Prompt: Why Experience Still Matters
My profile: 40 years of IT evolution My name is Marco and I am an IT professional with 40 years of experience spent across software development, analy…
I Built My Own Analytics Platform Instead of Paying for PostHog
Introduction Let me clear one thing up right out of the gate: this is not a teardown of PostHog. In fact, PostHog is an incredible piece of software a…
I got tired of waiting for deploys, so I built a local Lambda runner
There's a specific kind of frustration that comes from iterating on Lambda code. You change one line. You run cdk deploy . You watch the CloudFormatio…
Stop Fighting Your AI Coding Agent - Here's How to Actually Use It 🤖
TL;DR: Vibe-coding into an AI agent without a plan = wasted tokens, misaligned output, and frustration. This post covers the exact workflow I use with…
Day 22 - Artifact Repository Management
In Present Time software development produces far more than just source code. Every build generates artifacts such as: JAR files WAR files NPM package…
Building Renal Traveller: Making Dialysis Travel Safer and Simpler
How I Built Renal Traveller: Helping Dialysis Patients Travel Safely Travel is something most people can plan with ease. But for dialysis patients, it…
5 Claude AI Pro Features Developers Are Obsessed With in 2026
You know that feeling when a tool clicks and suddenly you're 3x faster? That's what's happening right now in dev communities with Claude Pro. This isn…
Which Cloud Is Best for Containers & Microservices? Why IBM Cloud Stands Out
If you are building modern, cloud-native applications, you already know that containers and microservices are the gold standard. They give your archit…
How to Choose the Right AI Course in Mumbai
* How to Choose the Right AI Course in Mumbai (From Someone Who Teaches One) I know how this looks. * _ A co-founder of an AI training institute writi…
How I Shipped 2,500+ Commits With AI Agents Using a 12-Phase Workflow
The 12-Phase Workflow That Actually Made AI Coding Useful for Me A practitioner's account — not a tutorial, not a sales pitch. Quick screen: if you're…
Everyone Needs a README for Their Life
"If you don't document it, the next person inherits your confusion—and that next person is often you, six months later, in a different city, wondering…
Is Claude Pro Worth $20/Month? A Developer's Honest Take
I spent $20/month on Claude Pro for six months and almost cancelled. Then I started building my own AI agents and realized I wasn't just paying for a …
API Versioning: Current Approaches and Choices in the Ecosystem
The moment you launch an API, one of the biggest nightmares associated with it is versioning decisions. Especially when you consider that this API wil…
Do Open Frontier Models Have A Chance Against Closed Models?
Which of the new open-ish frontier models has the best chance to stand up against closed-source models on both cost and quality? I ran Ship-Bench agai…
Cursor as a shared environment for the customer and the developer
Table of contents Cursor as a shared environment for the customer and the developer What if you showed the customer how to work with Cursor and use AI…
The Developer Pay Paradox: Are Junior Devs, Staff Engineers and Most Developers Over- or Under-paid?
The software salary debate usually turns into two groups yelling past each other. One side sees a junior developer making $90k or $100k and says tech …
AI-Powered Development: Building in Minutes, Not Days
Introduction Software development is evolving faster than ever. The traditional approach of manually writing every line of code, researching every fra…
The 2026 Web Dev Playbook: What the Top 1% of Developers Are Building With 🚀
Hello Developers! 👋 The tech landscape is shifting faster than ever. What worked in 2023 is already considered legacy, and the way we build software h…
Best Email API in 2026: An Engineer's Honest Comparison
Why this list is different The "best" email API depends entirely on what you're building. A side project optimizing for the free tier needs different …
This is How I Automated My GitHub PRs with AI Agents & Agentic Workflows!
If you want to Automate GitHub PRs, the real goal is not just adding another bot comment to a pull request. The goal is to give reviewers the context …
You’re Using GitHub Wrong (Here’s a Better Way)
Well, I have been on GitHub since 2019, even before the lockdown. Back then, I did not properly use GitHub. I used to just make projects, upload the c…