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Technical deep-dives, project retrospectives, and lessons from building.
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How We Built a Podcast Pipeline That Runs Itself
From manual episode production to a fully automated pipeline — Whisper transcription, Ollama show notes, FFmpeg processing, and multi-platform publishing.
·9 min read
878 Features and Still Learning: Building an ML Fight Predictor
Feature engineering, ensemble models, and prop betting — what building a UFC prediction system taught us about the gap between models and money.
·11 min read
Why We Built 13 Projects Before Selling One
Thirteen projects, thousands of tests, zero revenue. What the builder-to-seller pivot actually looks like from the inside.
·7 min read
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