You won't be replaced by AI. You'll be replaced by someone who knows how to use AI.

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Hi, I'm Will.

I build safety products at Meta Superintelligence Labs and co-founded Arc AI, a gamified strength training and running app. Knowing how to use AI is the single biggest advantage you can have right now. I started Compounding to share what's actually driving real value in my life, so the people I care about don't get left behind.

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The highest-leverage AI workflows I'm actually using myself. Written for builders and not productivity optimizers.

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My 10x iOS development workflow with Claude Code

Opus 4.5 made coding agents reliable enough for me to ship most iOS features with Claude Code when I stay disciplined about planning, context size, and cleanup workflows.

April 2, 2026 · Less than 4 min read

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Notes on using AI to build a great life. Sent when I have something worth sharing.

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