During October 2024, James Griffiths focused on improving build reproducibility and reliability for the salesforce/rules_spring repository. He addressed a source of non-determinism in the build process by modifying the build scripting to switch the working directory to the ruledir before generating the build-data.properties file. This change ensured that the build.target path remained deterministic, which eliminated flakiness in the CI pipeline and enabled consistent artifact generation for downstream consumers. Working primarily with Shell scripting and CI/CD tools, James’s targeted fix enhanced the stability of the release process and demonstrated a thoughtful approach to build system reliability and traceability.