Worked on release process hardening and Pipx compatibility improvements for the chopratejas/headroom repository. Focused on reducing release risk by implementing gating mechanisms that block GitHub Releases if PyPI publishing fails, unless explicitly skipped. Introduced a verification step to ensure package versions are synchronized before artifact building, addressing potential inconsistencies in the release workflow. Updated installation guidance to clarify Pipx usage and Python version compatibility, making the process more transparent for users. Utilized CI/CD practices, GitHub Actions, and Python Packaging, with Bash and YAML for automation. The work emphasized reliability and clarity in release management for Python-based projects.