AdvancedSQLiteSession now supports conversation branching and usage tracking, plus Redis-backed sessions for scalable memory and built-in tool input/output guardrails.
Locks in a stable, non‑breaking API and broad support for essentially all MCP spec behaviors across servers and clients.
Now supports parsing Bilibili share links, download speed limits, custom sidecar paths, and embedding video metadata (including the original URL).
Passkeys for passwordless login, full DPoP and FAPI 2 support, preview federated client auth (SPIFFE/Kubernetes tokens), plus easier multi‑AZ deployments.
Now supports writing primary keys with AutoID, manual L0 compaction, cluster-aware AutoIDs, gRPC tokenizer, and sparse filter queries.
组织架构重构（支持子公司、岗位上下级与职级、主/兼职岗位）、首页可按角色/用户个性化、租户套餐更易用并支持自动分配用户，代码生成支持前后端分离路径并自动将菜单SQL同步到Flyway。
Now with JDK 25 and Scala 3.7 TASTy support, new lints (kind‑polymorphic, structural types), and -Xsource-features without -Xsource:3.
Big update: data source relationship management, Kingbase DB support, MCP access to third‑party data sources, custom prompts, and <think> reasoning block parsing.
New ownership-aware containers arrive—UniqueArray and RigidArray for noncopyable elements, TrailingArray for tail-allocated storage, and Box for heap-allocated noncopyable values.
Fully customizable core prompts, AI-powered dataset quality evaluation, multi-turn dialogue SFT generation, and export to GPT OSS Multilingual‑Thinking.