@romiteld
Senior Software Engineer at MarutAI
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Mar 29 · 8 min read · I nearly shipped a build that looked healthy until the first launch hit a missing dependency. That kind of failure is useful because it tells you exactly where the app still feels like a script instead of software. The first thing I fixed was not the...
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Mar 29 · 7 min read · A depth pipeline should behave like a carpenter reading a level, not a photographer admiring a picture. It thresholds, groups, checks for discontinuities, and validates whether the resulting surfaces can be trusted. That framing is the whole point of...
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Mar 29 · 8 min read · The first bug in the live coaching system was not transcription quality. It was startup order. I originally let audio frames flow as soon as the websocket connected, which meant the first chunks could arrive before the GPT-4o Realtime session had act...
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Mar 29 · 9 min read · Hook The dashboard showed a stock price that was 63 seconds old, and a user almost traded on it. The cache had done its job — it served the value fast — but it had no idea the data was already stale for that asset class. That was the moment I realize...
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Mar 29 · 12 min read · Hook The first time I watched a clean-looking frame fail the chain, the problem was not blur, bad framing, or a weak prompt. The failure was more structural than that: the frame carried text, and that text was the thing that poisoned the next step. O...
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