Topic

Artificial Intelligence

Machine learning, intelligent systems, and the tools that shape how we build.

Artificial Intelligence

AI Agents Don’t Think in Shell Sessions

AI coding agents expose a subtle flaw in many modern development environments: tools designed around long-lived human shell sessions often break down when commands are executed through short-lived, non-interactive subprocesses. Devbox, worktrees, cloud agent environments, and shell activation all start behaving differently once the “developer” issuing commands is no longer human.

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