In April 2026, Michal Kyral developed an AI-driven automated testing evaluation workflow for the packit/ai-workflows repository, targeting RHEL Jira issues. He designed a preliminary-testing supervisor that leverages Python and integrates with the GitLab and Jira APIs to automate the analysis of test results from GreenWave and OSCI. This workflow uses a BeeAI ToolCallingAgent to assess gating and CI outcomes, reducing manual quality engineering effort and streamlining release readiness. Kyral expanded repository automation with new modules, CLI commands, and documentation, demonstrating depth in AI integration and workflow automation while aligning with established CI/CD and audit practices throughout the project.