
Spotify credits generative AI for sidelining top engineers’ hands‑on coding since December
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Autonomous coding agents are accelerating repetitive engineering work and shifting developer skill requirements toward specification, validation, and system thinking. To turn short‑term speed gains into durable delivery improvements, organizations must invest in observability, provenance, and platform discipline so agentic outputs remain auditable, reversible, and compliant.
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