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Stop treating technical debt like a vague feeling of guilt. Learn the quantitative methods I use to measure, rank, and systematically eliminate architectural drag in production systems.

Technical debt isn't just 'bad code'—it's a financial liability on your velocity. Learn how to use Git churn analysis, complexity metrics, and automated codemods to systematically eliminate rot in the age of AI-generated sprawl.

Technical debt isn't just 'messy code.' It's a quantifiable financial liability. Learn how to use behavioral code analysis and the Technical Debt Ratio (TDR) to reclaim your roadmap in 2026.