Anthropic studied its own engineers to see how AI is changing work

Anthropic has taken a closer look at the impact of artificial intelligence on its workforce by studying its own engineers. In a recent blog post, the company unveiled findings from a research study conducted in August, which involved surveying 132 engineers and researchers alongside 53 in-depth interviews. The focus was on the internal usage of Claude Code, Anthropic's AI-powered coding assistant, to gauge how AI is reshaping work dynamics within the company and beyond. The results revealed that AI technology is significantly altering the work landscape for software developers, generating a mix of optimism and apprehension. According to the blog, many employees reported enhanced productivity and felt more versatile in their roles, often describing themselves as 'full stack' developers capable of handling diverse technical responsibilities. Notably, the study indicated that 27% of tasks assisted by Claude would not have been undertaken otherwise, such as expanding projects or creating data dashboards that would be too costly to produce manually. While employees acknowledged the benefits of AI assistance, with some stating they could delegate 0-20% of their tasks to Claude—particularly mundane or easily verifiable assignments—there were also notable concerns. Some engineers felt that increased reliance on AI tools was diminishing their collaborative interactions with colleagues, with worries that they might ultimately render their roles obsolete. One employee highlighted the concern about the decline in essential coding skills, stating, 'When producing output is so easy and fast, it gets harder and harder to actually take the time to learn something.' Moreover, the shift towards AI assistance has led to a perceived loss of social engagement and mentorship opportunities within teams. As Claude became the go-to resource for questions that once fostered peer collaboration, employees noted a decrease in inquiries from less experienced colleagues. One engineer expressed sadness over the reduced need for human interaction, saying, 'I like working with people, and it's sad that I 'need' them less now.' Looking ahead, the changes brought by Claude Code have sparked mixed feelings among software engineers regarding their future relevance. While some feel hopeful about the immediate future, others fear that AI might eventually take over their roles. The blog quoted an employee expressing this concern: 'I feel optimistic in the short term, but in the long term, I think AI will end up doing everything and make me and many others irrelevant.' Outside of Anthropic, there is a growing acceptance of AI in the workplace, with employees eager for tools that enhance productivity. A January report by McKinsey revealed that among 3,613 respondents, 39% identified as 'Bloomers'—AI optimists keen on collaborating with their organizations to create responsible AI applications. Interestingly, even those who expressed skepticism towards AI acknowledged familiarity with generative AI tools, indicating a complex relationship with the technology as it continues to evolve in the workplace.