Phase 0 decision issue for Maxx Engage / Civilization OS.
Recommended default: frontend web development.
Why:
- Objective outputs: code can run and UI can be inspected.
- Strong market demand for global digital talent.
- Small real-world tasks are easy to grade with transparent rubrics.
- Credentials are portable and understandable to employers.
Alternatives to consider:
- Data analysis
- Technical writing
- Product design
- Business operations
Decision rule:
Pick the first domain that can be tested end-to-end with a real rubric, a real task, calibration examples, and at least one human review path.
Phase 0 decision issue for Maxx Engage / Civilization OS.
Recommended default: frontend web development.
Why:
Alternatives to consider:
Decision rule:
Pick the first domain that can be tested end-to-end with a real rubric, a real task, calibration examples, and at least one human review path.