Developers often struggle with maintaining accurate and up-to-date documentation, leading to increased toil work. However, AI-powered tools are emerging that can automate the creation and maintenance of documentation, freeing developers to focus on higher-value tasks. These tools use machine learning algorithms to generate documentation based on code comments, annotations, and other development environment data.

While some experts believe that AI-generated documentation can reduce technical debt and improve code quality, others argue that human oversight is still necessary to prevent errors or hallucinations in the generated content. Wise organizations are adopting a balanced approach by integrating these tools with manual editing and review processes to ensure accurate and reliable documentation.

Source: https://stackoverflow.blog/2024/11/11/developers-hate-documentation-ai-generated-toil-work/