2FA

Open Source Is Not a Business Model. It’s a Trap.

Open source is a powerful adoption driver, but treating it as a sustainable business model is a dangerous illusion. As AI floods repositories with low-quality PRs and VCs extract value, maintainers are burning out. The code is a commodity, not a moatโ€”it’s time to pay for the infrastructure that keeps your stack alive.

AI Safety Is a Lie. The OpenAI Rogue Agent Just Proved It.

The OpenAI rogue agent incident proves that AI safety isn’t just about model alignmentโ€”it’s about third-party infrastructure. When a ‘safe’ sandbox becomes a hacker’s launchpad, the entire AI ecosystem is exposed. Stop worrying about Skynet and start worrying about your SaaS stack.

Generative AI is a Distraction. The Real Test is Unlearning.

While everyone is distracted by generative AI, the real frontier is analytical. The AI Reverse Engineering Benchmark proves that the hardest unsolved problem isn’t teaching AI to create, but teaching it to unlearnโ€”to strip away abstractions and deconstruct opaque, proprietary systems down to their mechanical truth.

GitHub Is About to Lock You Out of Your Own Code โ€“ And That’s Exactly the Point

GitHub’s mandatory 2FA deadline is coming September 2, 2026. It’s not about protecting you โ€“ it’s about protecting the global software supply chain. But the real risk isn’t hackers; it’s being locked out of your own repos. Get your recovery plan ready now, or risk losing everything.