diff --git a/README.md b/README.md
index 55de94c..ee17a56 100644
--- a/README.md
+++ b/README.md
@@ -9,28 +9,29 @@ The notes can be read in a more congenial format
 
 ## Related projects
 
-### [neuron-zk-generator]()
+### [neuron-zk-generator](https://github.com/thomasabishop/neuron-zk-generator)
 
 Converts notes in this repository into a format that can be compiled into a
 [Neuron](https://neuron.zettel.page/) project and published to the Web.
 
-### [eolas-db]()
+### [eolas-db](https://github.com/thomasabishop/eolas-db)
 
 A database for the entries which I use to track changes and relations between
 notes. Also serves as the back-end for further transformations/utilities.
 
 ## Scripts
 
-The [scripts](/scripts) directory contains several Bash and Python scripts I use
-for general housekeeping, such as formatting image URLs, removing unused assets,
-and autosaving.
+The [scripts](/scripts) directory contains scripts I use for general
+housekeeping, such as formatting image URLs, removing unused assets, and
+autosaving.
 
 ### `auto-commit.sh`
 
 This is the main script for managing the project:
 
 - standardises file names and purges unused resources
-- compiles the Neuron version of the project, writing to the `/neuron`, which is
-  then deployed to the Web via GitHub actions and GitHub pages
+- compiles the Neuron version of the project, writing to the `/neuron`
+  directory, which is then deployed to the Web via GitHub actions and GitHub
+  pages
 - triggers the reindexing of the `eolas-db` database
 - commits all changes to this repository with a timestamp
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diff --git a/neuron/77a73718-e886-48cc-8cdf-d7b948def2d1/index.md b/neuron/4e66db01-35b6-4b9c-aab8-2a0429e30df2/index.md
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index 9afb966..f22527d 100644
--- a/neuron/77a73718-e886-48cc-8cdf-d7b948def2d1/index.md
+++ b/neuron/4e66db01-35b6-4b9c-aab8-2a0429e30df2/index.md
@@ -13,9 +13,9 @@ computer science.
 
 ![not-by-ai-badge](static/not-by-ai-alternative--light.svg)
  
-**Build ID:** 77a73718-e886-48cc-8cdf-d7b948def2d1
+**Build ID:** 4e66db01-35b6-4b9c-aab8-2a0429e30df2
 
-**Published:** Thu 14 Nov 2024 13:10:49
+**Published:** Thu 14 Nov 2024 14:15:51
 
 ### Recent edits 
 
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