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AI is not “just a tool”
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An engineering manager shares her approach to integrating AI tools into her team's workflow by creating dedicated spaces for connection, collaboration, and discussion, rather than imposing new policies. This strategy fostered psychological safety and autonomy, allowing the team to organically explore and define their own AI norms and practices.
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Claude is Anthropic's family of LLMs (Fable, Opus, Sonnet, Haiku) and a chatbot, offering tiered models for various tasks from fast, affordable processing to complex research and agentic coding. It features tools like Artifacts for interactive content, multi-agent Research, and persistent Projects and Skills for repeatable workflows.
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The essay laments the unreadability of AI‑generated design docs, PR summaries, and other engineering writing, citing a survey where 78% of readers quit when they suspect AI involvement. The author finds AI useful only when they control the prompt and context—e.g., for grammar checks, citation generation, and diagram creation while writing a paper—but not for producing the core narrative. He highl…
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