{
  "id": 16710243,
  "title": "Developers Reporting Double-Digit Weekly Time Savings From AI Fell From 68% to 26%",
  "url": "https://urgent.news/2026/10/27/developers-reporting-double-digit-weekly-time-savings-from-ai-fell",
  "topic": "ai",
  "section": "AI",
  "published": "2026-10-27T04:45:00.000Z",
  "source": {
    "name": "InfoQ",
    "slug": "infoq",
    "url": "https://www.infoq.com/news/2026/10/atlassian-devex-2026/"
  },
  "original_language": "en",
  "account": "A recent survey from Atlassian reveals a significant shift in developer attitudes towards AI, with the share of developers reporting double-digit weekly time savings falling from 68% to 26% in just one year. Despite this decline, 95% of developers and 96% of engineering leaders claim their organizations actively employ AI in engineering. The survey, based on 1,155 individual contributors and 405 engineering leaders, notes that these figures represent self-reported experiences rather than concrete system-level data. Atlassian's CTO for AI and Teamwork, Taroon Mandhana, explains that the bottleneck has shifted to managing AI's work, as 87% of developers say AI helps them ship faster, and 80% believe it enables delivering more without longer hours. However, only 28% report experiencing noticeably less friction, while 50% report the same level of friction as before AI, which the report describes as a different type of friction. A major contributor to this friction is AI itself, with 49% of developers spending four or more hours each week managing AI tools and 65% dedicating time to correcting AI-generated work that failed to meet the original intent. Additionally, 29% of respondents identify reviewing or managing AI-generated code as a source of friction. Other challenges have remained relatively constant over the past three years, including finding information at 51%, meetings at 50%, context switching at 45%, and technical debt at 44%. The report highlights a troubling trend where AI usage is often treated as a productivity signal, with 60% of developers feeling pressured to use AI excessively, resulting in 41% using AI more than necessary and 42% of leaders lacking the right metrics to distinguish genuine gains from mere activity. To address this issue, Shan Huang, who builds AI agents for enterprise workflows, argues that part of the 49% spending 4+ hours weekly managing AI output is not a tooling problem but a metric problem. Additionally, only 17% of developers and 23% of leaders have a clear, actively implemented AI strategy across their software delivery lifecycle, with developers experiencing such a strategy reporting significantly less friction (41%) compared to those with inconsistent or poorly communicated plans (22%). Andrew Boyagi, Atlassian's head of DevOps evangelism, emphasizes that this gap represents a key differentiator. However, the report cautions that the association between AI strategy and reduced friction is not necessarily causal. One challenge that remains consistent across all three years is the perception that leadership does not fully understand the challenges developers face. While 44% of developers reported this in 2024, this number has risen to 66% in 2026.",
  "summary": "Atlassian’s State of Developer Experience 2026 finds the share of developers saving ten or more hours a week with AI dropped from 68% to 26% year over year, while only 28% report noticeably less friction than before AI. Engineering leaders report spending more time managing and correcting AI output than developers do. By Steef-Jan Wiggers",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}