Writing
Notes from building AI products: what worked, what didn’t, and why.
- 9 November 2026A portfolio that updates itselfMy old site went stale every time I shipped something. So I rebuilt it to read from GitHub instead of from me.2 min read
- 9 November 2026How I stop an AI from inventing achievementsProfilePilot rewrites people's professional profiles. The hard part wasn't making the writing good. It was making sure it never claims something the person didn't do.3 min read
- 9 November 2026Why my credit risk model uses a 15% threshold85% accuracy sounded great until I asked what the model was actually catching. Moving one number changed what the model is for.2 min read
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