AI Velocity Is Bidirectional
techniqueEveryone talks about shipping 10x faster with AI. Nobody talks about accumulating debt 10x faster. 7 months of production data from a real EdTech platform.
Technical deep-dives, leadership insights, and open-source updates.
Everyone talks about shipping 10x faster with AI. Nobody talks about accumulating debt 10x faster. 7 months of production data from a real EdTech platform.
A non-developer modified 80 files in production in 10 days with Cursor AI. Exact timeline, AI config setup, and what it means for engineering teams in 2026.
Jeremy Twei coined it. Addy Osmani popularized it. Margaret-Anne Storey extended it to teams. Here's what I built to fight all three.
AI changed engineering leadership. After 12 years as VP Engineering scaling 30+ people, I chose to go back to code. Here's why solo builders with AI now match small teams.
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