AI Coding

I Paid €2,000 for an App. My Colleague Vibe-Coded the Same Thing for Free. And He Won.

I spent €2,000 and 19 months building an app. My colleague built the same thing for free in a weekend using AI. The difference wasn’t skill — it was knowing what to build. The moat has shifted from execution to distribution, data, and domain expertise. Code is now a commodity. Understanding is the only edge.

Anyone Can Build an App Now. That’s Exactly the Problem.

AI has collapsed the barrier to building apps — but that was never the real barrier. The App Store is flooding with vibecoded software, and the scarce resource has shifted from code to empathy. When everyone can build, the only apps that survive will be the ones made by people who actually understand human needs.

Stop Using Starship and Atuin. This AI-Built Zig Tool Just Changed the Terminal Game.

Whetuu is a new cross-shell prompt written in Zig that claims to replace Starship and Atuin with zero configuration. But the real story is that it was built using Claude. This represents a massive shift in how high-performance developer tools are created, even if the ‘zero-config’ promise hides a few shell environment assumptions.

Stop Looking for the ‘Best’ AI Agent. You’re Burning Tokens.

Stop searching for the ‘best’ AI agent. After building a production app with every major model, I learned that raw intelligence is overrated. GPT 5.6 Sol’s obedience is a trap, and Kimi K3’s brilliance will bankrupt you. The real competitive advantage is knowing when to let a model like Claude Fable 5 override your ideas, and when to sacrifice depth for budget.

Your AI Coding Assistant Is Brilliant—and Dangerously Stupid

AI coding assistants like Cursor and Codex are brilliant, but their security models are dangerously naive. By prioritizing frictionless UX over basic security hygiene—like allowlisting commands without checking arguments—AI companies have left your dev environment wide open to attack. It’s time to stop trusting the magic.

Stop Comparing Claude Code and Codex. The AI Model Doesn’t Matter.

The debate between Claude Code and Codex is a trap. Developers obsess over benchmark scores and model IQ, but the real differentiator isn’t the AI—it’s the billing dashboard. Subscription models shape how we code more than the models themselves, forcing us to choose between the anxiety of usage limits and the friction of pay-per-token.

Your AI Coding Agent Can’t Actually Code. Here’s the Benchmark That Proves It.

DeepSWE is the first benchmark that tests AI coding agents against the messy, real-world reality of software engineering — not toy problems. The results expose a canyon between demo hype and actual capability. But the deeper danger is that agents may soon optimize for the benchmark itself, creating an illusion of progress while real engineering skill stalls.

AI Made Reverse Engineering Cheap. That’s Exactly Why You’re About to Lose Control of Your Devices.

AI has made reverse engineering cheaper and more accessible than ever, letting hobbyists debug firmware and port software with ease. But this democratization is triggering a counter-movement: manufacturers are now building cryptographic locks and leveraging legal protections like the DMCA to preemptively treat every user as a threat. The real outcome isn’t empowerment—it’s the death of physical ownership.