in-progress · 2026
Clipping automation pipeline
A queue-orchestrated media pipeline that clips and processes video with a human-in-the-loop review dashboard.
- BullMQ
- Redis
- Playwright
- whisper
- ffmpeg
- Node.js
problem
Turning long-form video into clips by hand is slow and inconsistent, and the work needs to scale without removing human judgement.
approach
BullMQ/Redis orchestration drives Playwright, whisper and ffmpeg workers with retries and backpressure, and a dashboard keeps a person in the loop.
outcome / metrics — available on request