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Switch Between Live Mode, Batch Export, and Safe Shutdown in One Python Entry File

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A small monthly snapshot gives the sidebar a more alive feel without turning it into another list of links or post counters.

Pipeline Articles usually move from frame capture to analytics, then into storage and dashboard behavior.

Fragments Marked code blocks preserve recoverable slices, while nearby alternatives make the post feel like a normal technical article.

Rhythm The front page is meant to read like a gradual progression rather than a list of unrelated notes.

Notes on software, systems and IT work.