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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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…
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, …
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…
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, …
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…
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…
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…
The cognitive bottleneck: rethinking velocity for AI-assisted development
Moving from traditional coding to agentic coding requires a large mindset shift. As a developer, your job transitions into an orchestrator and reviewe…
Adaptable apps on ChromeOS: a post-mortem
In my previous article Building a custom launcher for ChromeOS I described how Be nice runs on Chromebooks: not as a real default home app, because de…
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…
How to Optimize LLM Inference with KV Caching
Large Language Models (LLMs) are the engines behind tools like ChatGPT. They are very smart, but they can be slow. If you want to build fast AI tools,…
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…
MigFlow: Contracts for AI Migrations
I asked Claude to migrate a few Enzyme tests to React Testing Library. It worked. I ran the same prompt on a different file and got a different result…
Why Spreadsheets Are Not Enough for Game Economy Design
Spreadsheets built game economies before any dedicated tool existed for the job. And honestly — for a long time, they were fine. Simple math, a few cu…
Векторы, размерности и пространства признаков
Если убрать из машинного обучения все сложные слова и модные термины, то в сухом остатке почти всегда останется одна и та же идея: мы представляем реа…
Vectors, Dimensions, and Feature Spaces — The Geometry Behind Machine Learning
If you strip machine learning of all the complex terminology and buzzwords, you almost always end up with the same core idea: we represent real-world …
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…
Seeking Testers: Chime Ball
I have created an Android app called " Chime Ball ." The idea for this app = SUPER SIMPLICITY, for kids. Balls are dropped into a play area which can …
BDD Gherkin Guidelines for AI Coding and Testing
AI coding agents can create effective Gherkin scenarios using Behavior-Driven Development principles when provided clear rules. My open-source Gherkin…
Vibe coding while live streaming
The author reflects on a Playwright workshop at Testµ 2025, where they attempted innovative coding but faced challenges with a messy app. Despite mixe…