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AI Coding Tools Sell Creation. Nobody Sells Maintenance.
Every AI coding tool launched in April 2026 added creation features. Zero shipped maintenance workflows. Here's what a maintenance-first tool would need — and why nobody's building one.
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Your Codebase Has Four AI Authors Who Never Read Each Other's Work
Teams run Copilot, Claude Code, Cursor, and JetBrains AI simultaneously. The code compiles. The architecture doesn't.
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Your AI Writes Code Fast. It Also Writes Bugs Fast. Here's the First Hard Data.
304K AI commits studied. 484K issues found. Your velocity chart is lying to you.
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AI Writes Code Faster Than Anyone Can Read It. That's the Problem.
AI coding assistants mass-produce code so fast that human review became the real bottleneck in shipping software.