cto-advisor
CTO Advisor
Key Workflows
Workflow 1: Comprehensive Technical Debt Assessment
Time: 3-4 hours (data gathering and analysis)
Steps:
- Gather system data across 5 categories - Collect metrics from engineering systems
- Code metrics: Test coverage, cyclomatic complexity, code duplication percentage
- Infrastructure: Deployment frequency, change lead time, incident rate, uptime
- Architecture: Service coupling, deprecated patterns, monolith vs microservices assessment
- Team velocity: 5-sprint trend, bug rate trend, refactoring time allocation
- Technical: Outdated dependencies, security vulnerabilities, scalability assessment
- Source data from: CI/CD dashboards, incident management systems, code analysis tools, sprint metrics
- Run tech debt analyzer Python tool - Execute comprehensive analysis
python scripts/tech_debt_analyzer.py system_data.json
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