Writing
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Notes on delivery, estimation, and building reliable systems for real teams.
28 January 20261 min read
Building a Reliable Project Estimator
How I structured a conversational estimator that delivers consistent, scoped project estimates.
EstimationProductAI
10 January 20261 min read
From MVP to Production: Hardening the Estimator
The steps I took to add persistence, notifications, and admin workflows after the first launch.
Next.jsOperationsProduct