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Dropbox found that AI coding tools shifted bottlenecks downstream to review queues, CI systems, and release coordination. The company is now moving from copilot-style tools to agentic systems that execute scoped tasks, edit files, run tests, and return artifacts for human review. Engineers remain accountable for intent, architecture, quality, and release decisions.
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