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Articles tagged with #pull-requests
The numbers are in, and they tell an uncomfortable story AI coding assistants promised to supercharge developer productivity. And in one narrow sense, they delivered. Developers are writing more code, faster, than ever before. But here's what the 202...
The bottleneck moved. Most teams didn't. For years, the constraint in software delivery was writing code. Not anymore. AI coding tools now generate 41% of all code, and developers using them ship PRs at a measurably higher rate — roughly 20% more per...
The Review Bottleneck Is Real — and Getting Worse In April 2026, GitHub launched Stacked PRs into private preview — a native workflow for breaking large changes into chains of small, dependent pull requests. The timing wasn't accidental. As GitHub's ...
The Morning Mistake Most Developers Make Most developers start their day the same way: open the IDE, pick up where they left off, and start writing code. Pull request reviews get pushed to "when I have a moment," which usually means late afternoon — ...
The Bottleneck Moved, and Most Teams Haven't Noticed For twenty years, writing code was the constraint. Requirements, architecture, review, and deployment all had time to keep pace because the writing step was slow enough to be the natural governor o...
The Numbers Tell the Story A Q1 2026 survey of nearly 3,000 developers found something that should concern every engineering leader: developers now spend 11.4 hours per week reviewing AI-generated code, compared to just 9.8 hours writing new code. Th...
