API Usage Intelligence Platform

Software developers frequently rely on undocumented or internal behaviors of libraries and APIs to solve urgent problems or gain performance. This creates hidden dependencies. When library maintainers later update their code for security or modernization, they unknowingly break countless applications, leading to high costs and developer frustration for both sides. There is a fundamental information gap between how an API is designed and how it is actually used.

An intelligence platform can bridge this gap. For library maintainers, it would analyze code to reveal how their APIs are used in the wild, identifying reliance on non-standard features and quantifying the impact of potential breaking changes. For consumers, the platform would monitor dependencies and proactively alert them to upcoming changes that will affect their specific usage patterns, suggesting migration paths.