AI only gives you more of what you already have
The teams using AI coding tools most heavily ship faster, and they break more. The answer isn't less AI. It's a delivery system built to absorb it.
Writing
On engineering delivery, AI-assisted development, and what it takes before agents can do real work.
Where is your team with AI?
A short note about your team and what you're trying to change is enough to start.