Atelier Toby

Tech, AI, and dev diary. From first principles.

A notebook open on a desk by a window, bathed in warm afternoon light

I needed my dispatch bot to push flight notifications in real time. Instead of adding APIs and state machines, I turned my own habit of checking flights into one formula: max(60s, (ETA - now) / 2).
I modeled my own behavior to avoid over-engineering a flight pollerJune 30, 2026 · 3 min read

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The best way to understand something is to build it yourself.

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