Replacing an outdated testing system estimated to take five years of manual labor was completed in just two weeks for $12,000 using Codex. This shifts large-scale legacy codebase migrations from multi-year, budget-killing roadmaps into cheap, automated tasks you can deploy immediately. Engineers running production systems can now aggressively target and refactor ancient, mission-critical technical debt that was previously deemed too expensive or risky to touch.