Ira Pandey developed a robust Go-based system monitoring server for the IBM/mcp-context-forge repository, focusing on security hardening and multi-transport support. The project involved expanding the build system for more reliable releases and implementing comprehensive system metrics collection and process management tools, all documented to streamline onboarding and maintenance. Ira applied skills in Go, Docker, and build automation to address security concerns such as path traversal, ReDoS, and command injection. Additionally, Ira stabilized the ppc64le/build-scripts pipeline by updating patch handling logic for PyTorch compatibility, collaborating on scripting improvements to ensure reproducible builds across multiple PyTorch versions.