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  1. I wanted to fine-tune a small LLM to write like a specific person.

  2. Agents with shell execution capabilities are everywhere now—from general-purpose CLI assistants that help with development tasks, to IT support bots that diagnose system issues, to DevOps agents that automate deployments, to security compliance agents that

  3. Evaluating AI agents presents fundamentally different challenges compared to traditional software testing.