Tech Industry

I Spent Years Building My Homelab. It Got Hacked in One Night. Here’s What I Learned.

Exposing your homelab to the internet is a high-risk gamble. After a real hack, the author learned that the cost of constant patching outweighs the benefit of remote access. The solution? Move everything to a private VPN. It’s a humbling but necessary admission that personal-scale security can’t match automated threats.

College Degrees Are Now a Liability. Here’s What Employers Actually Want.

The college degree is losing its power as a signal for job readiness. While graduates struggle to find work, employers claim a skills shortage. The real problem isn’t a lack of talent—it’s a broken credentialing system that fails to measure adaptability, human-AI collaboration, and real-world problem-solving. The fix isn’t more degrees; it’s a new definition of talent.

The 45-Year-Old Self-Sabotage: How IBM’s PC Accidentally Empowered Everyone

The IBM PC turned 45, but its real legacy is a masterclass in self-sabotage. By opening the architecture, IBM accidentally created the modern commodity-PC market—and handed control to Intel and Microsoft. That clacky Model F keyboard? It was the last piece of IBM’s soul before the clones took over.

I Spent 6 Months Reading Principia Mathematica. Here’s What It Taught Me About Modern Software.

Most developers chase the latest framework, but a 100-year-old math book holds the key to understanding modern programming languages. This article explains why Principia Mathematica’s logical structures are more relevant than ever, and why reading it might be the most practical thing you ever do as a software engineer.

Your ‘Smart’ Prediction Bot Is Losing to a Coin Flip. Here’s Why You’re Still Making Money.

We build sophisticated prediction bots to parse data and find an edge. But when scored by the Brier metric, one Kalshi bot was actually worse than a coin flip. Profitability is a liar—it hides the fact that your ‘smart’ system is actively miscalibrated. Stop trusting P&L and start checking your math.

McDonald’s Built a 515-Page Dossier on You. It Says You’ll Never Leave.

A journalist recently uncovered a 515-page dossier McDonald’s compiled about them, which bluntly concluded their likelihood of leaving was zero. But the real danger isn’t privacy invasion—it’s asymmetric prediction. Corporations are using your behavioral data to engineer your future consumption, turning the illusion of free choice into a self-fulfilling prophecy.