Worked on the Fraunhofer-AISEC/cpg repository to address a bug affecting system architecture reporting accuracy. Focused on backend development and system architecture, the developer implemented a targeted one-line fix in the TypeScript frontend to correctly map amd64 to x86_64, resolving an issue where architecture detection misreported platform details. This minimal change enabled rapid deployment with low risk, improving the fidelity of telemetry and analytics across platforms. By enhancing the accuracy of OS.arch detection, the work reduced confusion and support overhead for users and pipelines. The solution leveraged skills in Kotlin and TypeScript, emphasizing precise, maintainable engineering within a complex codebase.