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It gives coding agents a persistent memory of past work by recording each session, rolling the records up into day, week, month, and year notes, and serving a project brief plus keyword and semantic search. It also allows zooming into any period, tracking decisions and open threads, and keeping client work isolated in plain Markdown you own.