March 2026: Delivered security-hardening and stability improvements for the NATS integration in Kamailio. Implemented a shared mTLS configuration to enable mutual TLS authentication and refined worker cleanup to improve resource management and runtime stability. These changes reduce security risks, lower operational overhead, and improve reliability under high load.

January 2026 Monthly Summary: Focused on reliability and demonstration-ready capabilities. Implemented a thread-safe singleton and model locking in WhisperLiveKit to prevent race conditions under concurrent access, and added a Qwen3-ASR transcription demonstration script with forced alignment in mlx-audio to illustrate a two-pass audio transcription workflow with word-level alignment.

Monthly work summary for 2025-03 focusing on key accomplishments and business impact for the davideuler/index-tts repository. Emphasis on stabilizing the build, improving dependency management, and laying groundwork for sustainable releases.