AI

Stop Using AWS for Your AI Side Projects. It’s Killing Your Momentum.

You built a brilliant AI app, but deploying it feels like a chore. We’re using sledgehammers like AWS to crack nuts. The real opportunity isn’t another deployment toolโ€”it’s a fundamentally different abstraction that makes deployment a non-event, letting ephemeral containers scale to zero and freeing us from infrastructure entirely.

Stop Thinking AI Will End Code Reviews. It’s Actually Making Them Harder.

AI promises to accelerate development, but it introduces new failure modes that traditional code review was designed to catch. The assumption that AI will reduce the need for human oversight is a fatal miscalculation. In reality, agentic code requires a completely new layer of meta-review: auditing the AI’s reasoning and training data, not just the output. If you just rubber-stamp AI output because the tests pass, you are racing toward an unmaintainable codebase.

Stop Learning to Code. Here’s the New Scarcity in Software Engineering.

Software development is shifting from hand-coded logic to orchestrating AI agents. OpenAI isn’t just building better models; they’re laying the infrastructure moat for this new era. The real scarcity isn’t coding abilityโ€”it’s the capacity to abstract and verify agentic systems. Here’s why the engineers who treat AI as a new material, rather than a threat, will be the only ones left standing.

Your AI Security Stack Won’t Save You. Your Patching Process Will.

The cybersecurity industry is drowning in AI hype, but the real threat is process debt. Attackers don’t need sophisticated AI to win โ€” they need you to keep ignoring legacy IT and unpatched vulnerabilities. This article breaks down why your expensive AI security stack is security theatre, and why the boring work of patching is the only thing that will actually save you.

AI Bots Are Killing the Open Source Commons They Depend On

AI scrapers are overwhelming open-source infrastructure, forcing maintainers to lock down systems. The real damage isn’t bandwidthโ€”it’s the collapse of the human feedback loop that produces the best training data. Open-source volunteers are being driven away, and the AI industry is eating its own food supply.

You’re Not Ready for the Real Lesson of AlphaGo’s Move 37

In 2016, AlphaGo made a move that no human would ever makeโ€”and it was right. That moment, Move 37, wasn’t just about AI becoming creative. It was about us learning to accept answers we don’t understand because they outperform our own. Today, that same dynamic is happening in medicine, finance, and warfare. The real shift isn’t AI’s genius. It’s our willingness to surrender judgment to it.

Stop Buying Mobile Games. ‘Vibe Code’ Your Own With AI Instead.

The mobile gaming industry is a toxic wasteland of dark patterns and data harvesting, leaving parents frustrated when searching for simple co-op experiences. The solution isn’t to search harderโ€”it’s to bypass the market entirely. With AI ‘vibe coding’, you can build your own clean, honest family game in an afternoon.

I Built a Working Website in 5 Minutes. I’m Not a Developer. That’s the Point.

A non-technical sales guy built a working website in five minutes using AI. The bugs didn’t matter. The real product was proof that the ‘I can’t code’ excuse is dead. Technical skill is no longer the barrier โ€” the willingness to ship imperfectly is the only thing that matters. The gate has opened.