diff --git a/changelog/index.mdx b/changelog/index.mdx
index 6b10c791..38f85789 100644
--- a/changelog/index.mdx
+++ b/changelog/index.mdx
@@ -4,6 +4,30 @@ description: "Track ComfyUI's latest features, improvements, and bug fixes. For
icon: "clock-rotate-left"
---
+
+
+**Bug Fixes & Stability**
+- Fixed KeyError when prompt entries lack class_type key, preventing workflow crashes
+- Resolved GLSL node compatibility issues with pyopengl accelerate numpy textures
+- Fixed LTXAV text encoder minimum length and memory estimation problems
+- Disabled dynamic VRAM when using torch compiler to prevent conflicts
+
+**Model & API Updates**
+- Updated comfy aimdo to version 0.2.2 with improved fallback handling
+- Added WanVideo-based segmentation model FlowRVS support for advanced video processing
+- Added NanoBanana2 API node for expanded functionality
+- Fixed Aimdo fallback to prevent zero-copy sft issues
+
+**UI & Frontend**
+- Patched frontend to version 1.39.19, fixing progress text serialization in API nodes
+- Moved essentials_category to correct replacement nodes for better organization
+
+**New Features**
+- Added per-guide attention strength control in self-attention for fine-tuned workflow control
+- Updated workflow templates to version 0.9.4
+
+
+
**New Nodes & Features**
@@ -60,7 +84,6 @@ icon: "clock-rotate-left"
-
**Model Support**
diff --git a/zh-CN/changelog/index.mdx b/zh-CN/changelog/index.mdx
index a7683d5f..46b7711c 100644
--- a/zh-CN/changelog/index.mdx
+++ b/zh-CN/changelog/index.mdx
@@ -1,9 +1,32 @@
---
title: "更新日志"
-description: "跟踪 ComfyUI 的最新功能、改进和错误修复。如需详细发布说明,请查看 [Github 发布页面](https://github.com/comfyanonymous/ComfyUI/releases)。"
+description: "跟踪 ComfyUI 的最新功能、改进和错误修复。详细的发布说明请查看 [Github releases](https://github.com/comfyanonymous/ComfyUI/releases) 页面。"
icon: "clock-rotate-left"
---
+
+
+**错误修复与稳定性**
+- 修复了当提示条目缺少 class_type 键时的 KeyError,防止工作流崩溃
+- 解决了 GLSL 节点与 pyopengl accelerate numpy 纹理的兼容性问题
+- 修复了 LTXAV 文本编码器最小长度和内存估算问题
+- 在使用 torch 编译器时禁用动态 VRAM 以防止冲突
+
+**模型与 API 更新**
+- 将 comfy aimdo 更新至 0.2.2 版本,改进了后备处理机制
+- 添加了基于 WanVideo 的分割模型 FlowRVS 支持,用于高级视频处理
+- 添加了 NanoBanana2 API 节点以扩展功能
+- 修复了 Aimdo 后备机制以防止零拷贝 sft 问题
+
+**UI 与前端**
+- 修补前端至 1.39.19 版本,修复了 API 节点中进度文本序列化问题
+- 将 essentials_category 移至正确的替换节点以更好地组织
+
+**新功能**
+- 在自注意力机制中添加了每个引导的注意力强度控制,实现精细的工作流控制
+- 将工作流模板更新至 0.9.4 版本
+
+
**新节点和功能**