Whether you are a new SaaS or a mature organization like Reddit, discoverability of the assets is the key to detecting vulnerabilities that prove costly. However, even the large and well-resourced teams of players find it difficult to achieve visibility. The high frequency of changes in the engineering cycle or DevOps pipeline makes it difficult for engineers and security analysts to spot vulnerabilities.