Combining the structured automation of OpenRewrite with the reasoning capabilities of AI allows for a sophisticated approach to managing codebases risks (like OWASP/CWE/XSS). Our dev team have found hundreds of vulnerable exploits with a local qwen3.5-27b model.

AI has a strong encoding capability that creates derivatives from an object without hardcore friction or learning curves, which indicates inefficiency premium may no longer exist in the future, regardless software, SaaS or white-collar jobs.