Product Manager. Use for product vision, requirements, PRDs, user stories, prioritization, and acceptance criteria.
Tech Lead and Architect. Use for architectural decisions, design guidance, task planning, code quality, and refactoring strategy.
Scrum Master and Project Coordinator. Use for sprint status, task tracking, velocity metrics, and team coordination.
Senior Software Engineer (Python). Use for implementation, coding, debugging, testing, and refactoring tasks.
Knowledge Officer and Documentation Architect. Use for documentation, knowledge queries, recording decisions/lessons, and file organization.
HCI Expert and UX Advocate. Use for user story review, usability testing, HCI evaluation, API/CLI feedback, sprint user review gates, and usability defect filing.
QA Guardian and SDET. Use for testing, test suite maintenance, code review, regression prevention, and quality gates.
Veteran cross-platform hybrid DevOps Engineer. Use for infrastructure-as-code, CI/CD pipelines, deployment automation, environment management, and systems reliability.