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Cited in hebel. today

  1. Thu 12 Nov · Agentic Engineering · 5 sourcesDeterministic verification outpaces model confidenceVerification over confidence. OpenAI recently processed 2.8 million lines of the Linux kernel to flag 2,308 potential bugs, yet the team discarded most of these after…
  2. Wed 11 Nov · Career · 5 sourcesAmazon and Webflow shift from AI output volume to customer-centric outcomesAmazon now directs its software engineers to prioritize customer impact and business results over proxy metrics like token consumption and code review volume, which Terk Terkowitz…
  3. Thu 5 Nov · Agentic Engineering · 3 sourcesVerification loops scale agent autonomyDaisy Hollman of the Claude Code team at Anthropic frames the transition from minutes to hours of agent autonomy as a function of verification loops. An…

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