ByteBrief
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A GitLab team used AI agents to migrate part of the legacy rate-limiting system. The experiment succeeded, but the pod structure, feedback loop, and observability mattered more than the agents themselves. The team used GitLab and GitLab Duo Agent Platform for the work.
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