Pixel-precise bitmask image annotation, customizable global hotkeys, one-click utterance labeling for dialogues, and sub-second time series support.
gpt-oss RL support lands with ~3x faster inference, 50% less VRAM, and 8x longer context via a rewritten Transformers path—plus new DeepSeek‑V3.1‑Terminus GGUF and Qwen3 model support.
Topology-aware scheduling for Metax sGPU, Kunlunxin, and Enflame GCU lands, with NVIDIA GPU resource quotas, AWS Neuron device/core allocation, and aggregated scheduling failure events.
OPA now compiles Rego queries into SQL filters and speeds up evaluation with improved indexing for 'naked' refs.
Unified Wi‑Fi + 4G connectivity lands, plus new Waveshare ESP32‑S3 Touch LCD board support and a fresh emote style.
New storage integrations (Valkey, Amazon Neptune vector/graph, ChromaDB Cloud) and AI SDK file uploads for multimodal memory context.
Big update: new Calendar and Gantt views in the modern React UI, a full Human‑in‑the‑Loop operator suite with UI & API, built‑in deadline alerts, Python 3.13 + SQLAlchemy 2.0/psycopg3 support, and a React plugin system for extensibility.
Tunable NAT traversal for XTCP (option to disable assisted addresses) and per-proxy Prometheus metrics for granular visibility.
Rollforward recovery lands in garnet-server, with hybrid log scan distribution and automatic replication recovery reset on cluster reset.