Over a two-month period, contributed targeted improvements to open-source developer tooling and backend reliability. In block-open-source/goose, introduced a Pytest configuration for Visual Studio Code, enabling immediate local test execution and streamlining onboarding for new contributors. This enhancement standardized testing workflows and reduced setup friction, leveraging Python, VS Code configuration, and collaborative Git workflows. Later, in modelcontextprotocol/rust-sdk, improved error handling in the StreamableHttpClient by ensuring underlying AuthClient errors were propagated directly, reducing error nesting and simplifying downstream debugging. This Rust-based change enhanced reliability and made integration easier for consumers, demonstrating a focus on robust network programming and maintainable code.