Building a Restartable Long-Video Processing Pipeline
How Shorts Factory uses a 16-stage deterministic pipeline with SQLite checkpointing to process hour-long videos into publishable short clips.
How Shorts Factory uses a 16-stage deterministic pipeline with SQLite checkpointing to process hour-long videos into publishable short clips.
Architecture of a durable, resumable, evidence-verified control plane where a kernel owns state and side effects while a Plan Execution Coordinator proposes work under explicit policy envelopes.
Architecture breakdown of a dimension-parameterized autonomous YouTube production system using PostgreSQL RPC state machines, idempotency keys, and crash-safe cron replay.