2.2 KiB
2.2 KiB
Knowledge Transfer Methodology - Reference
This reference documentation provides comprehensive details on the progressive learning methodology developed in bootstrap-011.
Core Documentation
Progressive Learning Path Pattern: Time-boxed learning paths with validation checkpoints
- Day-1: 4-8 hours (setup → understanding → first contribution)
- Week-1: 20-40 hours (architecture → module mastery → meaningful contribution)
- Month-1: 40-160 hours (expertise → significant feature → mentoring)
Learning Theory Principles Applied:
- Progressive Disclosure: Gradual complexity increase
- Scaffolding: Decreasing support over time
- Validation Checkpoints: Self-assessment without external dependency
- Time-Boxing: Realistic time estimates
Knowledge Artifacts
All knowledge artifacts from bootstrap-011 are documented in:
experiments/bootstrap-011-knowledge-transfer/knowledge/
Templates (3):
- Day-1 Learning Path Template
- Week-1 Learning Path Template
- Month-1 Learning Path Template
Patterns (1):
- Progressive Learning Path Pattern
Principles (1):
- Validation Checkpoint Principle
Best Practices (1):
- Module Mastery Onboarding
Transferability
Overall: 95%+ transferable to any software project
Cross-Language Validation:
- Go → Rust: 90-95% (6-8h adaptation)
- Go → Python: 85-90% (8-10h adaptation)
- Go → TypeScript: 80-85% (10-12h adaptation)
What Transfers Easily:
- Progressive learning pattern (time-boxed sections, validation checkpoints)
- Validation checkpoint principle (self-assessment criteria)
- Domain specialization framework (choose → deep dive → feature → ownership → mentoring)
- Learning theory principles (progressive disclosure, scaffolding)
What Needs Adaptation:
- Module names (project-specific)
- Technology stack (Go → other languages)
- Project structure (internal/cmd → project layout)
- Domain areas (5 areas → adapt to project size)
Experiment Results
See full results: experiments/bootstrap-011-knowledge-transfer/results.md
Key Metrics:
- V_meta = 0.877 (CONVERGED)
- 3-8x onboarding speedup validated
- 4 iterations, ~8 hours total
- 95%+ transferability