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Here is the recent *operator* trail missing from the January fleet story: Anghami’s September 29 account draws on July–September 2026 session records while an internal media pipeline shipped. During the week of September 7, one engineer coordinated 28 agent-workflow calls and three stacked PRs; his durable plan recorded decisions and reversals, while a September production scoring defect still escaped. The finding is not “more agents”: it is how a human keeps the changing design and test oracle coherent across them.

“The agent forgets; the repository does not.”