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Developer Trust in AI Coding Tools Plummets Despite 84% Adoption

Frustration over near-correct code slowing debugging is driving most programmers to seek human validation.

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Overview

  • Adoption rose to 84% of developers using AI tools, up from 76% last year and with daily use exceeding 50% among professionals.
  • Only 3.1% of respondents report highly trusting AI-generated code and distrust climbed to 46% from 31% in 2024.
  • 66% of developers say AI produces nearly correct solutions and 45% find debugging its code more time-consuming than human-written code.
  • Most use AI for searching answers or learning new concepts (87%), though only 17% primarily rely on it for writing code and 29% avoid code generation.
  • 75% of developers seek human help when they don’t trust AI answers, while 62% turn to colleagues over ethical or security worries and 58% do so to gain full understanding of generated code.