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Tales from the 2026 Developer Survey results

Ryan chats with Erin Yepis, Senior Analyst at Stack Overflow, about the results from this year’s Annual Developer Survey, including the overwhelming daily usage of AI coding assistants despite lingering developer trust issues, the critical role of well-organized documentation in providing verifiable context to mitigate AI hallucinations, and the evolving ways developers are shifting away from…

The 2026 Developer Survey has provided insights into the evolving landscape of software development. With 30,000 participants, the survey examined work habits, technologies, learning strategies, and AI usage among developers. Only 18% of developers work daily in an office, and AI and layoffs have altered the employer-employee dynamic.

Freelancers, contractors, or self-employed developers have increased from 4% to 10%. SQL and Rust are among the top ten used programming languages, with SQL moving up to the second position. In terms of AI, 73% of respondents use AI coding assistants daily, and 71% view AI positively. Claude Code and GitHub Copilot are the most popular AI tools.

Developers primarily use AI for code generation and debugging. The survey also highlights that 79% of developers want to improve their AI skills, while 52% continue to learn new coding skills. Context is crucial in agentic engineering, and trusted sources include project goals, code, and documentation. Developers and employers are increasingly considering token costs and model routing, but quality is valued more than cost when shaping prompts and selecting models.

Written by urgent.news from Stack Overflow Blog's reporting — not their text. Machine-written — may contain errors; check the original before relying on it.

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