During February 2026, Davila7 developed a Technical Debt Manager agent for the davila7/claude-code-templates repository, focusing on identifying, quantifying, and prioritizing technical debt across seven categories. The solution integrated automated workflows and quality assurance gates within CI/CD pipelines, leveraging Bash scripting and Markdown documentation to streamline debt remediation. Drawing on frameworks such as Martin Fowler’s technical debt model, SonarQube patterns, and OWASP guidelines, Davila7 produced a 502-line implementation with comprehensive documentation and real-world examples. The agent generated actionable, ROI-driven work items, aiming to reduce bugs and improve development velocity, demonstrating depth in automation and technical debt management.