FastAPI now goes Pydantic v2‑only, with the standard extras bundling pydantic-settings and pydantic-extra-types for smoother configs and types.
Massive MDM upgrades: Android app management and system update profiles, Windows manual enrollment + user‑scoped SCEP + profile vars, iOS/iPadOS setup‑experience VPP installs, and Okta conditional access in the UI.
New homescreen widget to check streaks at a glance plus long‑press quick actions to update habits instantly.
Modular admin dashboards just landed—build custom layouts with draggable, resizable widgets—plus templates now include AGENTS.md and Cursor rules for smoother AI‑assisted dev.
New TypeScript client SDK for headless/CI workflows, a zero‑knowledge encrypted vault for secrets, AST-based pre‑deploy safety checks for React, and fresh Gemini 3 Flash model support.
Fused RMSNorm with FP8/FP4 quantization kernels, faster top‑k with fused page construction (DSA), variable‑length decode for TRT‑LLM attention, and SGLang concat_mla_k integration.
Big drop: resource gallery for all media, dark mode, streaming ZIP/JSONL exports for massive chats, plus standalone viewing without logging into QQ.
Histogram() stats now return VM histogram buckets usable in recording rules, Kubernetes log collection adds metadata-based pre-filtering and auto-structured system logs, and there's a new /insert/native endpoint for faster ingestion.
New slash commands for prompts and history, skills discovery from standard paths, and streaming support for OpenRouter and xAI.
New: Autoglm + virtual screen GUI automation with one‑tap setup and a standalone executor, plus virtual screen quality controls, Nano Banana image generation, and MNN STT support.