Things I build.
Things I learn.

A closer look at the systems I’m building, the decisions behind them and what I’m learning along the way.

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Case study22 September 20266 min read

Inside Statchecker: fast searches and automated data recovery

How I built Statchecker’s data system: preloading common searches, narrowing the work as you fill out the form, and AI agents that fix and rerun failed ingestion.

Data systems
AI agents
Sports analytics

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Things I build.Things I learn.

Inside Statchecker: fast searches and automated data recovery

Things I build.
Things I learn.