diff --git a/content/articles/thinking-in-public.md b/content/articles/thinking-in-public.md
index c4f85e4..e2cba1c 100644
--- a/content/articles/thinking-in-public.md
+++ b/content/articles/thinking-in-public.md
@@ -4,7 +4,8 @@ title: Thinking in Public
 summary: Thinking in Public is the practice of making your thinking process – not just finished conclusions – visible.
 category:
   - on/phil
-  - indie-web
+  - memex
+  - indieweb
 gardenStage: plant
 visibility: Public
 webmentionResults:
@@ -17,12 +18,12 @@ webmentionResults:
     skipped: []
   timestamp: 2026-03-15T08:35:08.793Z
 webmentionSent: true
-updated: 2026-03-15T08:37:45.406Z
+updated: 2026-03-15T09:03:51.730Z
 permalink: https://blog.giersig.eu/articles/thinking-in-public/
 ai:
-  textLevel: "0"
-  codeLevel: "0"
-  # aiTools: "Claude, ChatGPT, Copilot"
+  textLevel: "1"
+  codeLevel: "1"
+  aiTools: "Claude"
   # aiDescription: "Optional disclosure about how AI was used"
 ---