diff --git a/journal/2023-02-26.md b/journal/2023-02-26.md
index ecf0677ea..f4c37d270 100644
--- a/journal/2023-02-26.md
+++ b/journal/2023-02-26.md
@@ -6,7 +6,7 @@
         - [x] one
         - [x] two
         - [x] three
-        - [[Agora Chapter Final]]
+        - [[Agora Chapter Final]] has a link to the publication version, thank you [[Rob]] for copyediting and improving and everybody involved in the [[PKG Book]]!
     - I want to code a bit.
       - Maybe install [[manim]] and something like it better geared towards doing large graph visualizations and start playing?
       - [x] Ended up reading about [[networkx]], [[igraph]], [[graph tool]] -- all interesting. [[networkx]] is all python, whereas the others are python libraries calling to a C++ implementation and scale better (at least this applies to [[graph tool]] IIRC.)