Imagine standing in front of a freshly picked cocoa pod. You break it open, and inside you find a pale, sticky pulp with bitter seeds. Nothing looks edible, nothing smells particularly appetizing. By every reasonable measure, this is a dead end. Yet humanity somehow didn’t stop there. Someone, centuries ago, kept experimenting, steps that made…
Author: ivan.turkovic
When to Hire Real Engineers Instead of Freelancers for Your MVP
Building a startup is a race against time. Every day you wait to ship your idea is a day your competitors could gain an edge. That’s why many founders start with freelancers or “vibe coding” to launch their MVP (Minimum Viable Product) quickly. But this fast-track approach comes with hidden risks. There comes a point…
Why “Lines of Code” Is the Wrong Way to Measure AI Productivity in Software Development
Last week, I had a conversation with another CTO that got me thinking about how we measure productivity in the age of AI-assisted software development. Here’s how it went: CTO: Right now, about 70% of our software output is generated by AI.Me: Interesting. How are you measuring that?CTO: By looking at the proportion of code…
On AI-Generated Code, Maintainability, and the Possibility of Disposable Software
Over the past two years, I’ve been using various AI-assisted tools for programming like Codeium, GitHub Copilot, ChatGPT, and others. These tools have become part of my daily workflow. Mostly, I use them for code completion and to help me finish thoughts, suggest alternatives, or fill in repetitive boilerplate. I’m not doing anything too wild…
The AI isn’t going to be on call at 2 AM when things go down.
Large Language Models (LLMs) like ChatGPT, Copilot, and others are becoming a regular part of software development. Many developers use them to write boilerplate code, help with unfamiliar syntax, or even generate whole modules. On the surface, it feels like a productivity boost. The work goes faster, the PRs are opened sooner, and there’s even…
AI Isn’t Leveling the Playing Field, it’s Amplifying the Gap
We were told that AI would make development more accessible. That it would “level the playing field,” empower juniors, and help more people build great software. That’s not what I’m seeing. In reality, AI is widening the gap between junior and senior developers and fast. Seniors Are 10x-ing With AI For experienced engineers, AI tools…
May 1st, Workers’ Day: Reflecting on the Future of Developers in the Age of AI
Every May 1st, we celebrate Workers’ Day a moment to recognize the hard work, progress, and dignity of people across every profession. Traditionally, it’s a day to honor laborers, craftsmen, and knowledge workers alike. Today, in 2025, it’s worth asking: What does Workers’ Day mean for developers, engineers, and tech builders when AI is rewriting…
AI Can Write Code. But Can It Build the Right Product?
AI is changing how we write code. But there’s a critical question not enough teams are asking: Is it helping us build the right thing? From GitHub Copilot to ChatGPT and beyond, the latest AI tools are letting engineers generate code faster than ever before. But faster coding doesn’t automatically mean better outcomes. It just…
AI “Vibe” Coding Will Increase Demand for Software Engineers; Here’s Why
Today, my LinkedIn feed was overflowing with hot takes about AI and the future of programming. A recurring theme? That AI will make software engineers obsolete. No-code platforms, AI-assisted builders, and vibe-based coding were all being hailed as the future. Here’s my take:AI is about to increase the demand for software engineers — not replace…
The Age of AI: Why Experienced Tech Architects and CTOs Are More Crucial Than Ever
Artificial intelligence is transforming industries at an unprecedented pace, redefining the way we design, develop, and deploy products. However, with great power comes great responsibility. As AI automates more processes and decision-making, the need for thoughtful product design, robust security, and meticulous attention to edge cases has never been more critical. While AI can handle…