Notes from the build.
What we have learned shipping AI-assisted software that has to survive in production.
3 min read
Why Faster AI Coding Doesn't Speed Up Software Delivery
AI can write code fast, but speed at the coding step rarely shortens delivery. The gains come from disciplined review, not from typing faster.
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Vibe Coding Risks: How Senior Developers Use AI Strategically
Vibe coding creates production fragility with code no one fully understands. Strategic AI use for boilerplate and relentless review preserves debugging skills and system intuition.
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