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Sometimes the Fastest Way to Ship Is to Tell AI Less
I gave Claude the full vision for our Arena platform before writing a single line of code. It designed the final product. I was trying to ship an MVP. That mismatch cost weeks.
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Context Engineering Is the Real Skill
AI is bringing back documentation — not for humans, but for agents. The teams moving fastest aren't the ones with the biggest context windows. They're the ones with the best memory systems.
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AI Has an Enterprise Architecture Bias
AI suggests a separate Python backend for 500 internal users with the same confidence it uses to recommend database-level security for sensitive data. Engineering experience helps you tell the difference.
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