diff --git a/db/sql/tools/migration/atlasgo.txt b/db/sql/tools/migration/atlasgo.txt
new file mode 100644
index 000000000..21f1069fa
--- /dev/null
+++ b/db/sql/tools/migration/atlasgo.txt
@@ -0,0 +1,8 @@
+https://atlasgo.io/
+https://atlasgo.io/getting-started
+
+https://atlasgo.io/integrations/kubernetes/operator
+https://github.com/ariga/atlas-operator
+
+2023
+https://habr.com/ru/companies/flant/articles/753122/
diff --git a/devops/container/docker/docs/tips.txt b/devops/container/docker/docs/tips.txt
index 8eecdbd0b..aaf5aedfc 100644
--- a/devops/container/docker/docs/tips.txt
+++ b/devops/container/docker/docs/tips.txt
@@ -1,5 +1,7 @@
 https://dev.to/mikesimons/mikes-monster-list-of-docker-tips
 
+2023
+https://aws.plainenglish.io/10-secrets-to-improve-your-dockerfile-40ac54aa5bf2
 2021
 https://testdriven.io/blog/docker-best-practices/
     https://habr.com/ru/company/wunderfund/blog/586778/
diff --git a/pl/cross/tools/ide/jetbrains/idea/plugins/understanding/java-method-reference-diagram.txt b/pl/cross/tools/ide/jetbrains/idea/plugins/understanding/java-method-reference-diagram.txt
new file mode 100644
index 000000000..dcaef0007
--- /dev/null
+++ b/pl/cross/tools/ide/jetbrains/idea/plugins/understanding/java-method-reference-diagram.txt
@@ -0,0 +1,2 @@
+https://plugins.jetbrains.com/plugin/7996-java-method-reference-diagram
+https://github.com/Stefku/intellij-reference-diagram
diff --git a/pl/java/libfws/spring/boot/persistence/transactions.txt b/pl/java/libfws/spring/boot/persistence/transactions.txt
index 6450efbed..bcad088c7 100644
--- a/pl/java/libfws/spring/boot/persistence/transactions.txt
+++ b/pl/java/libfws/spring/boot/persistence/transactions.txt
@@ -3,10 +3,12 @@ https://docs.oracle.com/javase/tutorial/jdbc/basics/transactions.html
 2023
 https://habr.com/ru/post/725064/
 2022
-JPointJokerAndJUGRu - Letov - Use Transactional Like a Pro 0:00 of 1:16:30
+JPointJokerAndJUGRu - Letov - Use Transactional Like a Pro of 1:16:30
     https://www.youtube.com/watch?v=QZ9rXZT0DlQ
     https://habr.com/ru/company/rosbank/blog/707378/
     https://github.com/TechniXC/transactions-locks-app
+        TransactionAdviser makes decision whether to commit or not
+            Transaction propagates in threadlocal only
 https://www.marcobehler.com/guides/spring-transaction-management-transactional-in-depth
     https://habr.com/ru/post/682362/
 https://talktotheduck.dev/spring-transaction-debugging-in-production-with-lightrun
diff --git a/pl/web/js/libfws/fp/frp/rxjs/articles.txt b/pl/web/js/libfws/fp/frp/rxjs/articles.txt
index 848a3a203..bd6cb78f7 100644
--- a/pl/web/js/libfws/fp/frp/rxjs/articles.txt
+++ b/pl/web/js/libfws/fp/frp/rxjs/articles.txt
@@ -1,3 +1,6 @@
+2023
+https://javascript.plainenglish.io/rxjs-how-higher-order-operators-simplify-code-e467718f3023
+    https://habr.com/ru/articles/757202/
 2022
 https://habr.com/ru/company/skyeng/blog/661709/
 2021
diff --git a/science/nlp/gpt/chatgpt/articles.txt b/science/nlp/gpt/chatgpt/articles.txt
new file mode 100644
index 000000000..10391d421
--- /dev/null
+++ b/science/nlp/gpt/chatgpt/articles.txt
@@ -0,0 +1,2 @@
+2023
+https://serokell.io/blog/best-chatgpt-alternatives
diff --git a/science/nlp/gpt/chatgpt/presentations.txt b/science/nlp/gpt/chatgpt/presentations.txt
new file mode 100644
index 000000000..5b7d3e923
--- /dev/null
+++ b/science/nlp/gpt/chatgpt/presentations.txt
@@ -0,0 +1,3 @@
+2023
+JavaTechie - ChatGPT Tutorial for Beginners of 48:42
+    https://www.youtube.com/watch?v=1iekJXTkuLs