A software engineer reflects on the distinction between cognitive offloading and cognitive surrender when using AI tools. Cognitive offloading means using AI to assist and then verifying the output against your own expectations, while cognitive surrender means accepting AI output uncritically as your own. The former enhances thinking and productivity; the latter risks eroding your ability to understand your own codebase over time. The conversation also touches on Temporal as a workflow engine for AI systems, noting its value for handling unpredictable AI behavior through replay and inspection capabilities.

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