During June 2026, work focused on enhancing the Triton Inference Server and core repositories by streamlining Linux-centric deployment and removing Windows support to simplify build processes and reduce maintenance. Security was strengthened through header-based API request validation and sensitive log redaction, improving compliance and operational safety. Model generation capabilities were expanded by re-enabling Torch-TensorRT support for new GPU hardware, while test reliability was improved by consolidating and refactoring ONNX and HTTP tests. These efforts leveraged C++, Python, and CMake, emphasizing backend development, build system management, and GPU programming to align platform support with evolving business and technical requirements.