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Zero-idle-RAM synthesis orchestration: PostgreSQL advisory locks, LISTEN/NOTIFY, and SSE telemetry in Shadow's MiniMax Direct pipeline

This story is from 2026-09-30. It is preserved in the archive; the latest stories are on the live feed.

Zero-idle-RAM synthesis orchestration: PostgreSQL advisory locks, LISTEN/NOTIFY, and SSE telemetry in Shadow's MiniMax Direct pipeline 1. The Core Bottleneck Most AI media platforms treat generation as a fire-and-forget HTTP request. You POST a prompt, you wait, you poll. The worker holds the promp…

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  1. 2026-09-30 05:37 · DEV Community — AI
    Zero-idle-RAM synthesis orchestration: PostgreSQL advisory locks, LISTEN/NOTIFY, and SSE telemetry in Shadow's MiniMax Direct pipeline

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