diff --git a/docs/showcase.md b/docs/showcase.md
index a5ed89bc..1e2ef56a 100644
--- a/docs/showcase.md
+++ b/docs/showcase.md
@@ -6,9 +6,9 @@ Want to see what Quartz can do? Here are some cool community gardens:
 
 - [Quartz Documentation (this site!)](https://quartz.jzhao.xyz/)
 - [Jacky Zhao's Garden](https://jzhao.xyz/)
+- [Socratica Toolbox](https://toolbox.socratica.info/)
 - [Brandon Boswell's Garden](https://brandonkboswell.com)
 - [Scaling Synthesis - A hypertext research notebook](https://scalingsynthesis.com/)
-- [AWAGMI Intern Notes](https://notes.awagmi.xyz/)
 - [Data Dictionary 🧠](https://glossary.airbyte.com/)
 - [sspaeti.com's Second Brain](https://brain.sspaeti.com/)
 - [oldwinter の数字花园](https://garden.oldwinter.top/)