Partially correctCalled 2024 · due 2023–2025 · Technology
The New Software Engineer
The full-stack developer role is being redefined by AI augmentation. The engineers who thrive won't be the ones who memorize APIs — they'll be the ones who orchestrate AI tools, reason about systems end-to-end, and ship complete features autonomously. Breadth beats depth in the AI era.
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Evidence so far
- Adoption arrived on time: 84% of developers used or planned to use AI tools in Stack Overflow's 2025 survey, and 51% of professionals used them daily; Google's 2025 DORA report put adoption at 90%.
- Orchestration went mainstream: in Stack Overflow's 2026 survey, 66% of developers using AI worked in coding agents, and the share working as an organization of one rose from 4% to 10%.
- Against 'breadth beats depth': the same 2026 survey found AI used mostly for code in familiar areas (67%) and debugging (61%), and only 20% for deploying or operating production systems.
Revisions
- 2026-04-04Article reframed as this prediction; the AI argument was added then. The original February 2024 article argued full-stack means shipping without handoffs and did not mention AI.
- 2026-10-18Article rewritten as one piece with an Updates section; added the 'paid to solve problems' framing and the 2025–2026 evidence review. The call and its 2023–2025 window are unchanged.