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Dev.to
Dev.to
7/22/2026
Has Claude Code changed your role from coding to making engineering decisions?

Has Claude Code changed your role from coding to making engineering decisions?

Short summary

A developer shares how using Claude Code for 8-9 months shifted their role from writing code to making engineering decisions and judging quality. This insight led to building Quill, a marketplace where developers create AI clones that handle client communication, coordinate with coding agents, and ship verified work. The hardest engineering challenges were long-term client memory, knowing when to ask vs proceed, sandboxed execution, and maintaining consistent developer voice.

  • Claude Code shifted author's role from coding to engineering judgment and client communication
  • Built Quill — a marketplace for AI developer clones that manage clients and ship work
  • Key challenges: client memory, autonomous judgment, sandboxed execution, voice consistency

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