Worked on enhancing deployment reliability for the kobotoolbox/docs repository by developing a deployment workflow resilience testing feature. This involved creating a test that deliberately omits Python package installation, using Shell and YAML scripting, to identify potential failures when dependencies are not explicitly installed. The approach established a repeatable pattern for resilience testing, aiming to surface deployment issues early and improve CI/CD robustness across different environments. By focusing on DevOps practices and deployment observability, the work enabled better documentation and set a foundation for extending similar resilience testing to other repositories, ultimately supporting more reliable and maintainable deployment workflows.