AI Engineering

I Let an AI Judge My Startup’s Complexity. It Said ‘Build in a Weekend.’ The Result Was Pure Comedy.

I pasted my company’s URL into an AI tool that evaluates software complexity. It said ‘Build in a weekend.’ The hilarious result reveals a painful truth: AI sees your frontend, not your backend. The viral ‘AI built this in a weekend’ demos are just flashy facades. Real software lives in the invisible, unsexy infrastructure. This article is a humorous wake-up call for founders.

I Watched an AI Solve a 40-Year-Old Math Mystery. It Changed How I See Intelligence.

A probabilistic language model has produced a rigorous proof of an unsolved mathematical conjecture, shifting the bottleneck from human cognition to verification. The Cycle Double Cover Conjecture fell to an AI โ€” and now we must face what that means for the future of intelligence itself.

I Built a Full App in 50 Prompts. Hereโ€™s the Terrifying Truth About Software Development

A developer built a full generative media catalog with social features, search, and recommendations using only 50 AI promptsโ€”no traditional coding. This isnโ€™t a trick; itโ€™s a proof that the bottleneck in software has shifted from technical skill to the quality of prompts. The implications for every builder are immediate and unsettling.

The Dirty Secret Every AI Developer Discovers in Private

Every AI developer secretly compares outputs from multiple LLMs because no single model is reliable. This isn’t a sign of failureโ€”it’s the new essential skill. The industry sells magic, but the reality is manual A/B testing and human-in-the-loop routing. Embrace the chaos.