Worked on the i-am-bee/bee-agent-framework repository to deliver Python package 0.1.56, focusing on enhancing stability and interoperability. Addressed issues with property decorator behavior and token duplication, implementing targeted bug fixes to reduce runtime defects. Introduced tool choice mapping and updated adapter methods, improving integration reliability and laying the foundation for future extensibility. Managed the release process with careful changelog and release management, ensuring traceability through detailed documentation and commit tracking. Utilized Python, Markdown, and TOML to support packaging and documentation workflows. The work accelerated downstream integration and demonstrated disciplined release engineering within a short, focused development period.