Zero‑Idle‑RAM Postgres Queueing Meets MiniMax Direct: Building a 24‑FPS Dark Studio UI with Hailuo H3 Kinematics and CIEDE2000 Perceptual Locks
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Zero‑Idle‑RAM Postgres Queueing Meets MiniMax Direct: Building a 24‑FPS Dark Studio UI with Hailuo H3 Kinematics and CIEDE2000 Perceptual Locks 1. The Core Bottleneck Most AI media stacks leak memory between jobs, drift in colour across frames, and lose identity consistency after the third generati…
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- 2026-09-30 06:24 · DEV Community — AI
Zero‑Idle‑RAM Postgres Queueing Meets MiniMax Direct: Building a 24‑FPS Dark Studio UI with Hailuo H3 Kinematics and CIEDE2000 Perceptual Locks