Arun ArumugamAgent Engineering

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  1. GitHub EngineeringBlogInfraBuilding Git infrastructure for agent-scale developmentAgent-driven writes are straining shared Git storage. GitHub explains the architecture changes it is making to keep up.
  2. Armin RonacherBlogAgentsWhat is CodemodeArmin Ronacher on when having an agent write code beats tool calls, and why bash alone may not be enough. Sharp thinking on agent tool design.

  1. Simon WillisonBlogAgentsWe are going to need default hard budget caps on pretty much everythingAs agents call paid APIs on their own, runaway bills become a real risk. Willison makes the case that hard spending limits should be on by default.