An autonomous AI pentester was tested against the OWASP Juice Shop vulnerable application using a local model in a black-box environment. The testing process successfully identified 57 real vulnerabilities within a 28-minute timeframe. This benchmark demonstrates the efficacy of local large language models in performing automated security assessments.