In this Dead Code episode, Jared Norman hosts Aji Slater, Development Team Lead at thoughtbot, to discuss “incremental automation,” a concept that advocates for gradually automating tasks by refining them with small steps rather than investing large amounts of time upfront. Aji explains that capturing each step of repetitive tasks enables developers to tweak processes over time, which reduces friction and saves effort without disrupting workflows. Starting with “do-nothing scripts” that print steps or copy commands, developers can progressively automate, building efficiencies that enhance productivity and prevent burnout. Aji also emphasizes sharing these incremental improvements across teams, so everyone benefits from the refined workflows without repeating the same manual work.

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