Concrete frameworks for translating technical debt into financial metrics that make CFOs approve remediation budgets instead of asking 'can it wait another quarter?'
AI-generated code ships fast but can compound technical debt silently. GitClear's churn data shows why, and a few metrics and gates let you catch the debt before it turns into incidents.
Engineering teams track PRs merged and lines written. Few track whether AI-generated code survives 90 days in production without incident. Here's what to measure instead.
Slow PR reviews don't just delay shipping. They compound into context switching costs, engineer burnout, and longer wait times. Here's what the research reveals.
