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Realtime systems

Pipelines, event streams, scoring jobs, debugging trails, and the messy path from notebook idea to production behavior. View all writing

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Realtime systems · 2 pieces

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2026From DS notebooks to realtime pipelines: diversity scores at scaleHow we took a data science scoring algorithm and rebuilt it for realtime distributed systems.15/0110 min read
2025Python datetime ate all my timeHow Python's datetime.now() combined with urllib silently breaks ISO timestamps.14/046 min read