February 2026 monthly recap: Delivered notable features and stability fixes across tt-forge and tt-xla that enhance performance evaluation, onboarding, and reliability for large-model workflows. Key achievements include expanding the TP Benchmark Suite, shipping a ready-to-run gpt-oss-20b generative example, enabling system descriptor persistence, and introducing MLACache validation tests, along with sharding robustness fixes to support variable tensor shapes.

January 2026 monthly highlights focusing on performance visibility, benchmarking expansion, and XLA graph compatibility across the TT stack. Delivered concrete features, stabilized key workflows, and broadened benchmarking coverage to accelerate performance-driven decisions for model deployment and development.