Early-Career Engineer
Research and learn. Write plans, build understanding, get feedback from senior engineers.
Senior / Staff Engineer
Orchestrate complex projects. Run parallel agents, maintain multi-PR tech plans.
Tech Lead / Manager
Guide the organization. Review plans before code, understand team state at a glance.
Vibecoder
Scale context beyond single sessions. Maintain cohesive context across large projects.