Limitations and Ongoing Work Static analysis can't catch everything. Idea: "sandbox" to test configurations Constraint specification is not easy (yet). Idea: statistical beliefs of "correctness" Verifying constraints across multiple ASes. Towards intent-based configuration languages. Figuring out how to express operator intent. Operator should specify intended goals, not the mechanism.