During March 2026, Kcaokg modernized the Ghidra module development environment for the joernio/joern repository by upgrading the container base image from Alpine to Ubuntu and updating the JDK to version 21. This work addressed compatibility issues with Ghidra modules and established a more stable foundation for future development and CI processes. Kcaokg utilized skills in containerization, DevOps, and Java development, working primarily with Dockerfile to manage dependencies and streamline setup. The changes reduced onboarding friction and improved build reliability, laying essential groundwork for faster feature delivery. The scope focused on infrastructure enhancement rather than direct feature expansion or bug fixes.