Productivity

The Grindr CEO’s ‘200 Engineers’ Claim Is a Lie. Here’s What’s Really Happening.

Grindr’s CEO claims AI replaced 200 engineers. The truth? The metric is code shipped, not value created. This isn’t about AI’s powerโ€”it’s a narrative trick to inflate valuation. For engineers, it’s a warning: your company will measure you by what’s easy, not what’s right.

AI Won’t Save You Time. It Will Save Your Boss Money.

Meta’s CTO told employees to use AI productivity gains to do more work. That’s not a bugโ€”it’s a feature of a system where executive incentives are misaligned. The real fight isn’t AI vs. jobs; it’s about who gets the productivity dividend. This article explains why AI won’t save you time, only your boss’s bottom line.

I Let an AI Buy $5,000 of Lab Equipment. The Mistake Cost Me a Week.

I let Claude Code buy $5,000 of lab equipment. The AI didn’t fail โ€” it optimized for the wrong goal. The real bottleneck in autonomous shopping isn’t intelligence; it’s the trust boundary. Here’s what I learned about designing reward functions before letting AI loose on your budget.

I Built a Tool to Track Package Downloads. Then I Realized I Was Doing It Wrong.

A developer built a terminal tool to unify package download statistics across package managers. But the numbers revealed a painful truth: most downloads are bots, mirrors, and CI pipelines. The real metric isn’t how many times your code was fetched โ€” it’s how many people actually used it and cared enough to reach out. A cautionary tale about vanity metrics in open source.

You’re Not Preparing for the Singularity and It’s OK (But It’s Also Not)

The Singularity isn’t a prophecy; it’s a process. While most people respond to the AI revolution with jokes, fatalism, or absurd survivalist preps, the real divide isn’t optimism vs. doomโ€”it’s agency vs. spectatorship. The only meaningful preparation is the boring, daily work of using these tools, understanding their limits, and refusing to outsource your thinking.

The Uncomfortable Truth About American Wealth That Both Sides Are Ignoring

The American wealth advantage isn’t a trick of inequalityโ€”it’s a product of sheer output per worker. But that advantage is fueled by the very healthcare system everyone hates. The uncomfortable trade-off: cut healthcare spending without replacing the innovation engine, and the wealth advantage shrinks. This changes how you think about policy debates.

Stop Hand-Crafting Your AI Prompts. You’re Doing It Wrong.

The real bottleneck in AI isn’t prompt quality, it’s prompt velocity. We spend too much time formatting tags and context to get the perfect output, turning AI into a chore. The future isn’t better prompt engineeringโ€”it’s the death of it. We need to outsource the messy refinement to the AI and let humans focus on the idea.

The AI Autonomy Paradox: Why Your ‘Smarter’ Assistant Is Actually Making You Work Harder

Autonomous AI agents are supposed to save you time, but they actually increase your workload as you scramble to specify constraints and babysit their decisions. The core problem isn’t capability โ€” it’s the lack of ‘moderating curiosity’ that makes a human collaborator trustworthy. Until AI learns to pause and reflect, expert users are retreating to older, less autonomous versions where predictable limits beat opaque independence.