During March 2026, Brian focused on strengthening the post-compile analysis path in the sbt/zinc repository to improve build stability when optional dependencies are missing. He addressed a recurring NoClassDefFoundError by implementing robust inner-class handling, introducing a fallback from reflection to classfile parsing for inner class enumeration. This approach allowed the analysis to safely skip problematic inner classes and surface clear warnings, rather than crashing the build. Brian enhanced error handling and diagnostics in the Scala-based ClassToAPI component, ensuring resilience across module boundaries. His work demonstrated depth in backend development, API design, and error handling using Scala and Java.