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Why waiting longer makes voice AI worse

Most voice agents decide you are done talking by measuring silence. Voice activity detection flags the audio as speech or not speech, a timer runs during the not-speech, and when the timer crosses a threshold the turn ends and generation begins. It is a reasonable first architecture.

Best AI Code Review Tools for GitHub in 2026

Hello Devs 👋 AI coding assistants have dramatically accelerated code generation. Whether you're using Cursor, GitHub Copilot, Claude Code, or Windsurf, writing code is faster than ever. The challenge is that code review hasn't improved at the same pace.

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