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AppFastClub’s culture shifted. Meetings shortened because teams trusted Sparrow to handle routine checks. Junior engineers ramped faster, using Sparrow’s explanations as guided lessons. Senior engineers focused more on hard architecture and mentoring. The company, once defined by frantic deploys, became known for deliberate velocity—fast, but with fewer reverts and less burnout.

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