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 …
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Is Artificial Intelligence the New Religion?
How people talk about AI with awe, fear, prophecy, and evangelism (not literally a religion) There comes a moment in every generation when the world t…
doceval — eval harness for LLM document extraction pipelines
I kept seeing the same gap: people ship LLM-based document extractors (invoices, receipts, forms) with no systematic way to know how accurate they act…
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…
Nobody Reads My Docs Anymore—Not Even the AI Agents
A few days ago, I sat down to do something I've done a hundred times: write documentation for a library I made. The project is called binarystruct —a …
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…
The Complete iOS Icon Size Guide for 2026 and Beyond
If you have ever submitted an iOS application to Apple's App Store and received a cryptic rejection notice about icon specifications, you are not alon…
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…
3 Communication Signals in Engineering Teams That Improve (or Hurt) Productivity
3 Communication Signals in Engineering Teams That Improve (or Hurt) Productivity In engineering teams, progress isn’t always as clear as it looks. Wha…
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…
How to Set Up SSH & GPG Signed Commits on GitHub to Block Force-Push Attacks
👋 Hey all, Welcome back to our blog! Here's a scary thought: Someone force-pushes to main. Git history gets rewritten. A malicious commit appears in t…
Before Uploading Your Code to GoDaddy or Hostinger — Production Checklist Every Developer Must Know 🚀
The "It Works on My Machine" Trap: A Real-World Production Checklist 🚀 Most beginners think deployment is just zipping files and uploading them to GoD…
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…
How vibecoding is destroying the open source that feeds it
How vibecoding is destroying the open source that feeds it March 3, 2026 The snake eating its own tail A year ago, vibecoding was a curiosity. Today, …
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…
Evolution of Developer Skills
Evolution of Developer Skills: from Technical Expertise to Hybrid Visionary Introduction In just a few months, artificial intelligence (AI) has establ…
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…
AI skill testing: yes, your prompts need regression tests
AI skill testing: yes, your prompts need regression tests In July 2025, Replit's coding agent wiped 1,200 executive records and company records from a…
The Best AI Development Tools in 2026: GitHub Copilot vs Cursor vs Claude for Coding
The Best AI Development Tools in 2026: GitHub Copilot vs Cursor vs Claude for Coding By May 2026, AI-assisted development has become the standard — no…
Python Week 3: We Stopped Repeating Ourselves (Loops!)
I started this session with a challenge. "Jose," I said, "print the names of all 40 students in this dataset - one per line." He looked at me. Then at…
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…
Logs in code
Image from thumbs.dreamstime.com When writing code, many developers especially junior level, don't understand the importance of having logs in their c…