Adversarial Engineering

Microsoft SmartScreen Is a Hidden Tax on Indie Devs. Here’s Why That’s Dangerous.

You think Microsoft SmartScreen is keeping you safe from malware. It’s actually keeping you safe from the next great indie app. By imposing a 4x cost burden on solo developers, what looks like a free security filter is actually a hidden tax that acts as a moat for massive tech incumbents, quietly suffocating software innovation.

Your Computer Is Dumber Than You Think. This Game Proves It.

Every computer you’ve ever used is built from four simple logical operations: AND, OR, NOT, XOR. ChipBuilder is a game that lets you wire them together, gate by gate, until you’ve built a working CPU. It reveals the paradox at the heart of modern computing β€” immense complexity arising from irreducible simplicity β€” and gives you the visceral experience of constructing computation from first principles.

Stop Using AI to Write Code. Start Using It to Read the Code You’re Terrified Of.

Everyone’s obsessed with AI agents that write new code. But the real unsolved problem is using them to reverse-engineer the massive backlog of undocumented, obfuscated, and malicious code we’ve accumulated. Writing code is the easy problem. Reading the code we’re terrified of is the one that actually matters β€” and agentic decompilers like Kuna are just starting to crack it open.

Your Anti-Face Recognition Glasses Are a Temporary Illusion

Face recognition blocking glasses offer a seductive illusion of privacy, exploiting temporary algorithm weaknesses to hide your face. But this is just a tactical move in an endless arms race. The moment these glasses gain popularity, surveillance systems will train on them, turning your shield into a target. Real privacy requires legal frameworks, not plastic gadgets.

Stop Trying to Make AI Smarter. Try Trapping It Instead.

The tech world is obsessed with making AI indistinguishable from humans. But the real competitive advantage isn’t building a smarter AIβ€”it’s building a better trap. LLM honeypots exploit the very fluency that makes large language models so dangerous, turning their predictable patterns into quicksand. Here’s how we’re using AI’s greatest strength to unmask it.

Stop Optimizing Your Cold Emails. AI Has Already Ruined Them.

AI hasn’t just made cold emailing easier; it’s destroyed the trust that made it work. We’re drowning in perfectly polished, perfectly soulless messages. The only way to win the inbox now isn’t to write better copyβ€”it’s to prove you’re human in a way an algorithm can’t fake, even if that means being deliberately flawed.

Apple’s ARKit Advantage Isn’t Its Code. It’s the Data Nobody’s Talking About.

A developer is rebuilding ARKit’s VIO and depth estimation entirely in open source β€” starting not with code, but with data. The strategy reveals a truth the tech giants don’t want you to internalize: their real moat isn’t secret algorithms. It’s curated datasets. And when those datasets are public, the moat becomes a bridge.