diff --git a/README.md b/README.md
index 4e0ea75f5..20334d795 100644
--- a/README.md
+++ b/README.md
@@ -216,6 +216,7 @@ flowchart TD
 
 ## Similar Projects
 
+- [kimjammer/Neuro: A recreation of Neuro-Sama originally created in 7 days.](https://github.com/kimjammer/Neuro): very well completed implementation.
 - [SugarcaneDefender/z-waif](https://github.com/SugarcaneDefender/z-waif): Great at gaming, autonomous, and prompt engineering
 - [semperai/amica](https://github.com/semperai/amica/): Great at VRM, WebXR
 - [elizaOS/eliza](https://github.com/elizaOS/eliza): Great examples and software engineering on how to integrate agent into various of systems and APIs
diff --git a/README.zh-CN.md b/README.zh-CN.md
index 2de776688..33afac140 100644
--- a/README.zh-CN.md
+++ b/README.zh-CN.md
@@ -213,6 +213,7 @@ flowchart TD
 
 ## 类似项目
 
+- [kimjammer/Neuro: A recreation of Neuro-Sama originally created in 7 days.](https://github.com/kimjammer/Neuro): very well completed implementation.
 - [SugarcaneDefender/z-waif](https://github.com/SugarcaneDefender/z-waif): Great at gaming, autonomous, and prompt engineering
 - [semperai/amica](https://github.com/semperai/amica/): Great at VRM, WebXR
 - [elizaOS/eliza](https://github.com/elizaOS/eliza): Great examples and software engineering on how to integrate agent into various of systems and APIs
diff --git a/docs/src/content/docs/blog/DevLog-2025.03.05.md b/docs/src/content/docs/blog/DevLog-2025.03.05.md
index c7a262e7b..d27bb1063 100644
--- a/docs/src/content/docs/blog/DevLog-2025.03.05.md
+++ b/docs/src/content/docs/blog/DevLog-2025.03.05.md
@@ -75,9 +75,9 @@ I did it! And the newly designed logo has been put into the
 ![](../../../assets/images/blog/DevLog-2025.03.05/airi-build-light.png)
 ![](../../../assets/images/blog/DevLog-2025.03.05/airi-build-dark.png)
 
-[Basic guide](https://airi.build/guides/),
-[contribution guidelines](https://airi.build/references/contributing/guide/),
-and [designing guidelines](https://airi.build/references/design-guidelines/)
+[Basic guide](../guides/),
+[contribution guidelines](../references/contributing/guide/),
+and [designing guidelines](../references/design-guidelines/)
 were all included from this moment.
 
 I spent a whole noon to get a feel of the Text PV animations on YouTube,
diff --git a/docs/src/content/docs/blog/DevLog-2025.03.06.md b/docs/src/content/docs/blog/DevLog-2025.03.06.md
index f8fd7fb2a..03b329e6c 100644
--- a/docs/src/content/docs/blog/DevLog-2025.03.06.md
+++ b/docs/src/content/docs/blog/DevLog-2025.03.06.md
@@ -12,7 +12,7 @@ into a reusable Vue component for any of the Vue project to be able to use it.
 
 > Details of yui540 and referenced libraries and work already were included
 > at the newly deployed documentation site at
-> [https://airi.build/references/design-guidelines/resources/](https://airi.build/references/design-guidelines/resources/).
+> [https://airi.build/references/design-guidelines/resources/](../references/design-guidelines/resources/).
 
 The result is quite good, already deployed to
 [https://proj-airi-packages-ui-transitions.netlify.app/#/](https://proj-airi-packages-ui-transitions.netlify.app/#/).
diff --git a/docs/src/content/docs/guides/index.md b/docs/src/content/docs/guides/index.md
index 3cace4734..f240672e3 100644
--- a/docs/src/content/docs/guides/index.md
+++ b/docs/src/content/docs/guides/index.md
@@ -3,6 +3,6 @@ title: Getting Started
 description: Get to know the UI of Project Airi
 ---
 
-For guides that help you understand how to contribute to this project, please refer to [Contributing](/references/contributing/guide/) page.
+For guides that help you understand how to contribute to this project, please refer to [Contributing](../references/contributing/guide/) page.
 
-For references Contributing help you design and improve the UI of Project Airi, please refer to [Design Guidelines](/references/design-guidelines/) page.
+For references Contributing help you design and improve the UI of Project Airi, please refer to [Design Guidelines](../references/design-guidelines/) page.
diff --git a/docs/src/content/docs/index.mdx b/docs/src/content/docs/index.mdx
index a5b1b46a2..7ed595b77 100644
--- a/docs/src/content/docs/index.mdx
+++ b/docs/src/content/docs/index.mdx
@@ -12,7 +12,7 @@ hero:
       link: https://airi.moeru.ai
       icon: external
     - text: Build together
-      link: /guides/
+      link: guides/
       icon: right-arrow
       variant: minimal
 ---