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Zero-idle-RAM PostgreSQL queueing for CIEDE2000 perceptual locks: inside Shadow's real-time synthesis pipeline

This story is from 2026-09-10. It is preserved in the archive; the latest stories are on the live feed.

Zero-idle-RAM PostgreSQL queueing for CIEDE2000 perceptual locks: inside Shadow's real-time synthesis pipeline The first time our synthesis pipeline melted down, the cause was not the model. It was a 14 GB Redis instance holding perceptual lock state for 200,000 in-flight colour matches. We tore it…

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  1. 2026-09-10 17:47 · DEV Community — AI
    Zero-idle-RAM PostgreSQL queueing for CIEDE2000 perceptual locks: inside Shadow's real-time synthesis pipeline

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