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Oleksandr Bezdieniezhnykh
142c6c4de8
- Replaced module-level path variables in constants.py with a structured Pydantic Config class. - Updated all relevant modules (train.py, augmentation.py, exports.py, dataset-visualiser.py, manual_run.py) to access paths through the new config structure. - Fixed bugs related to image processing and model saving. - Enhanced test infrastructure to accommodate the new configuration approach. This refactor improves code maintainability and clarity by centralizing configuration management.
1.7 KiB
1.7 KiB
Phase 2: Analysis
Role: Researcher and software architect Goal: Research improvements and produce a refactoring roadmap Constraints: Analysis only — no code changes
2a. Deep Research
- Analyze current implementation patterns
- Research modern approaches for similar systems
- Identify what could be done differently
- Suggest improvements based on state-of-the-art practices
Write REFACTOR_DIR/analysis/research_findings.md:
- Current state analysis: patterns used, strengths, weaknesses
- Alternative approaches per component: current vs alternative, pros/cons, migration effort
- Prioritized recommendations: quick wins + strategic improvements
2b. Solution Assessment
- Assess current implementation against acceptance criteria
- Identify weak points in codebase, map to specific code areas
- Perform gap analysis: acceptance criteria vs current state
- Prioritize changes by impact and effort
Write REFACTOR_DIR/analysis/refactoring_roadmap.md:
- Weak points assessment: location, description, impact, proposed solution
- Gap analysis: what's missing, what needs improvement
- Phased roadmap: Phase 1 (critical fixes), Phase 2 (major improvements), Phase 3 (enhancements)
Self-verification:
- All acceptance criteria are addressed in gap analysis
- Recommendations are grounded in actual code, not abstract
- Roadmap phases are prioritized by impact
- Quick wins are identified separately
Save action: Write analysis artifacts
BLOCKING: Present refactoring roadmap to user. Do NOT proceed until user confirms.
Quick Assessment mode stops here. Present final summary and write FINAL_report.md with phases 0-2 content.