The current generation of advanced static-analysis tools find vulnerabilities by exploring all possible executions of a program as configured for a single platform. The next quantum leap in capability will be a system that will explore all executions for many different platforms simultaneously. We propose to develop such a system by combining a number of state-of-the-art techniques. Novel continuous integration technology will allow distribution of concurrent analyses across a farm of heterogeneous machines. Advances in our static-analysis engine will exploit machine-code analysis to ferret out subtle platform-specific differences in behavior. The results of these analyses will be collated, filtered, ranked, and presented to the analyst in a single combined report.