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What 6 months of AI coding did to my dev team

by Axel Molist18 Apr 2026

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In summary, the rise of AI coding agents has shifted the bottleneck from writing code to defining unambiguous specifications and supervising automated work.

  • AI shifts the bottleneck from coding to writing specs.
  • Senior engineers face overwhelming code review loads.
  • Junior developers are faster but need architectural oversight.
  • Tribal knowledge risks require formal documentation.
  • Teams need to supervise AI agents and test suites.

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