This blog post introduces three new debugging features in the knitr package for R that help users better identify and resolve issues in their documents. These features include clickable error messages to quickly locate problems, backtraces for warnings to track down issues leading to warnings, and real-time logging of code execution to identify performance bottlenecks. Together, these enhancements aim to streamline the debugging process for R users.