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Software Engineering AI Fluency Matrix

Category

L1 - Foundational

L2 - Practitioner

L3 - Independent

L4 - Senior

L5 - Lead

Technical Practice

AI-Assisted Development

Technical Practice

Tooling & Workflow Integration

Engineering Quality

Code Quality, Testing & Maintainability

Collaboration & Delivery

Code Review & Collaboration

Engineering Quality

Debugging, Incident Response & Time to Resolution

Risk & Governance

Security, Privacy & Responsible AI Use

Business Impact

Delivery, Prioritization & Business Impact