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The author reflects on how local LLMs (GPT-OSS 20B, Qwen3 Coder 30B) helped him migrate his blog from Drupal to a static site, comparing them to junior developers who deliver code quickly but need review. He argues that 'expert beginners' and 'lone wolves' will thrive in the early LLM era.