Developer builds 7-stage video pipeline using only the filesystem, no database or queue

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A developer has shared a video automation pipeline that runs entirely on a home Windows PC, using the filesystem as its sole orchestration layer instead of a database or message queue. Each stage of the pipeline is tracked by the presence or absence of specific files in a job folder, from an initial idea file through to a final YouTube upload. The design offers built-in crash safety, since an interrupted stage simply leaves its output file unwritten and can be restarted cleanly. A mandatory human QA step requires a reviewer to manually create an approval file before any video can be uploaded, preventing fully automated publishing. The developer has released the TypeScript source as a paid package, describing it as an example of 'boring tech' applied practically to video automation.

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