Worked on modernizing the Docker image for the digininja/theHarvester repository, focusing on compatibility with Python 3.11 and improving deployment workflows. The approach involved updating the Dockerfile to build Python 3.11 from source and leveraging pipx for isolated installation of TheHarvester, ensuring a clean and reproducible environment. By explicitly pinning the Python version and managing dependencies within Docker, the work enhanced future compatibility and streamlined the build process. The project utilized DevOps practices, Docker, and Shell scripting, resulting in a more maintainable and robust containerization strategy. No major bugs were addressed during this period, with efforts centered on feature delivery.