Blogs

Expert tech insights to accelerate your business growth

The No-QA Model Is Real. So Is the Line Where It Breaks.

Google doesn't have QA, but the no-QA model has conditions. Five signals that show when to hire a QA engineer, and what each month past the line costs.

The AI Velocity Paradox: Faster in Your Head, Slower on the Stopwatch

Can't Hire Engineers Fast Enough? The 3 Bills You're Paying

Your AI Built Forty Screens. It Didn't Build a Product.

AI Code Fails Confidently. Test It Like It Does.

The No-QA Model Is Real. So Is the Line Where It Breaks.

Google doesn't have QA, but the no-QA model has conditions. Five signals that show when to hire a QA engineer, and what each month past the line costs.

The AI Velocity Paradox: Faster in Your Head, Slower on the Stopwatch

AI augmented developers felt 20% faster and measured 19% slower in METR's RCT. When AI coding tools pay you, when they bill you, and how to buy capacity.

Can't Hire Engineers Fast Enough? The 3 Bills You're Paying

Can't hire engineers fast enough? The 75-day median search bills you three ways: roadmap slip, team burnout, compromise hires. How to bridge the gap.

Your AI Built Forty Screens. It Didn't Build a Product.

AI-generated UI ships design debt by default. A four-pass UX audit turns forty inconsistent screens back into one product your users can learn.

AI Code Fails Confidently. Test It Like It Does.

AI code fails confidently: 45% of samples flunk security tests. How to test AI-generated code with a four-move playbook that catches what review misses.

QA as a Service vs In-House: You're Buying Visibility

QA as a service, offshore, in-house, or subscription? The four ways to buy QA compared, and the one column that actually decides quality.