data-driven code quality roi
How One 1% Budget Saved Software Engineering
A recurring allocation of just 1% of quarterly engineering spend to quality tooling can save software engineering by catching defects early and shrinking technical debt. The 2025 State of DevOps report shows those firms see a 250% ROI within 12 months. Software Engineering Budget Justification Through Data When a release