Finding deeply hidden and unexpected vulnerabilities early in the development process is key. However, time to invest in proactive tests is limited. Prioritizing speed over security is common. Our new AI-assistant CI Spark closes this gap and enables both speed and security. CI Spark makes use of LLMs to automatically identify attack surfaces and to suggest test code. Tests generated by CI Spark work like a unit test that automatically generates thousands of test cases.