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Twilio Product Chief Warns AI Could Break the Engineering Career Ladder

AI Impact tracks engineering expertise, smarter use of existing power capacity and what failed agents can teach companies.

  • AI could disrupt traditional engineering career ladder by taking on initial coding work.
  • Engineers need to understand system architecture, not just automated code generation.
  • Shani advises focusing on systems engineering and design during onboarding.

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