diff --git a/db/sql/docs/tutorial.txt b/db/sql/docs/tutorial.txt
index 0479d43cf..6c74ebc80 100644
--- a/db/sql/docs/tutorial.txt
+++ b/db/sql/docs/tutorial.txt
@@ -1 +1,2 @@
-https://www.sqltutorial.org/
+https://www.sqltutorial.org
+https://database.guide
diff --git a/db/sql/features/join/join.txt b/db/sql/features/join/join.txt
new file mode 100644
index 000000000..1326e47d1
--- /dev/null
+++ b/db/sql/features/join/join.txt
@@ -0,0 +1,2 @@
+https://database.guide/sql-joins-tutorial/
+    https://proglib.io/p/soedineniya-v-sql-chast-1-tipy-soedineniy-i-prostye-primery-2024-02-29
diff --git a/net/vpn/xrayvlessvmess/articles.txt b/net/vpn/xrayvlessvmess/articles.txt
index 2f93e7bdc..0a83ac52b 100644
--- a/net/vpn/xrayvlessvmess/articles.txt
+++ b/net/vpn/xrayvlessvmess/articles.txt
@@ -1,4 +1,6 @@
 2024
+https://habr.com/ru/articles/799751/
+    ! a lot of mist stuff
 https://habr.com/ru/articles/785186/
 2023
 https://habr.com/ru/articles/776402/
diff --git a/nontech/economy/people/hazin.txt b/nontech/economy/people/hazin.txt
index d95d91e43..663eaaede 100644
--- a/nontech/economy/people/hazin.txt
+++ b/nontech/economy/people/hazin.txt
@@ -98,7 +98,7 @@ Pax Americana
     63A43577EA282E5D1FC532BDFA18149F
 
 2024
-Metametrics - Hazin - 03.15 - PuMiChu of 1:13:53
+Metametrics - Hazin - 03.15 - PuMiChu 15:00 of 1:13:53
     https://www.youtube.com/watch?v=Qq4WClUTqyg
 LawAnOrder - 03.03 - Dudnik - Hazin of 57:54
     https://www.youtube.com/watch?v=8UY_pJpuyQ8
diff --git a/nontech/politics/people/military/artamonov.txt b/nontech/politics/people/military/artamonov.txt
index 9c5d0f9dd..90ebb138b 100644
--- a/nontech/politics/people/military/artamonov.txt
+++ b/nontech/politics/people/military/artamonov.txt
@@ -51,8 +51,15 @@ Geopolitics
     https://boosty.to/den_club/posts/f198877e-c804-4ca3-8948-808f6aec3a46
 
 2024
-MirTV - Artamonov - KaPaDzong - Intelligence works with Energetics and Philosophy of 40:12
+BookDay - Artamonov - Oleg KaPa Dzong - Intelligence works with Energetics and Philosophy of 40:12
+    https://dzen.ru/video/watch/65e1c2edc603a351041b07a4
     https://www.youtube.com/watch?v=t8MOMMR9zT0
+    ! PsyCorpus - astrology, philosophy, art of being invisible, energy-fight
+    ! Buddist and OrthoChristianin
+    ! 102 days of samadhi in groth
+    ! 16:00 Hitler rvalsya v Piter to Own Bibliotecs
+    ! 18:00 Soul mass is stable - 40g
+    ! https://ru.wikipedia.org/wiki/%D0%A2%D0%B0%D0%B1%D0%B5%D0%B5%D0%B2%D0%B0,_%D0%94%D0%B8%D0%BD%D0%B0_%D0%9C%D1%83%D1%85%D0%B0%D0%BC%D0%B5%D0%B4%D0%BE%D0%B2%D0%BD%D0%B0
 OneMoscow - Kuzin - Artamonov of 1:10:09
     https://www.youtube.com/watch?v=_ohdgQsO4es
 Artamonov - Petkus - New NATO Platsdarm of 56:06
diff --git a/nontech/song/pop/rosemary-clooney.txt b/nontech/song/pop/rosemary-clooney.txt
new file mode 100644
index 000000000..1a98b83bc
--- /dev/null
+++ b/nontech/song/pop/rosemary-clooney.txt
@@ -0,0 +1,5 @@
+2021
+OriginalSoundtracks - Dámaso Pérez Prado, Rosemary Clooney - Sway | Lupin OST of 3:17
+    https://www.youtube.com/watch?v=FjgilGLeJJ0
+    https://www.youtube.com/watch?v=3MGgr8LM1H8
+    https://www.youtube.com/watch?v=rzY3BsegRx0
diff --git a/nontech/song/pop/tim-mcmorris.txt b/nontech/song/pop/tim-mcmorris.txt
new file mode 100644
index 000000000..a613bd2a7
--- /dev/null
+++ b/nontech/song/pop/tim-mcmorris.txt
@@ -0,0 +1,3 @@
+2016
+TimMcMorris - Forever in Time of 3:34
+    https://www.youtube.com/watch?v=d5YobT76zjk
diff --git a/pages/reddit.txt b/pages/reddit.txt
index 0678aeb7d..d08e7441e 100644
--- a/pages/reddit.txt
+++ b/pages/reddit.txt
@@ -97,6 +97,16 @@ https://github.com/prasanthrangan/hyprdots
         https://www.youtube.com/watch?v=SiLXXv7URAg
         ! not in a VM, need a real hw
 
+with ags
+https://github.com/juweeism/home.nix
+    https://github.com/juweeism/home.nix/blob/main/programs/fonts.nix
+    https://github.com/juweeism/home.nix/blob/main/programs/hyprland.nix
+    https://github.com/juweeism/home.nix/blob/main/programs/ags.nix
+    https://github.com/juweeism/home.nix/tree/main/ags
+    https://github.com/juweeism/home.nix/blob/main/ags/config.js
+    https://github.com/juweeism/home.nix/blob/main/ags/launcher.js
+    https://github.com/juweeism/home.nix/blob/main/ags/style.css
+
 https://github.com/Gxnum/dot-nix
 https://github.com/Gxnum/dot-nix/blob/main/configuration.nix
     nvidia
diff --git a/science/ai/llm/docs/books.txt b/science/ai/llm/docs/books.txt
new file mode 100644
index 000000000..39e343625
--- /dev/null
+++ b/science/ai/llm/docs/books.txt
@@ -0,0 +1,3 @@
+2023
+Amaratunga - Understanding Large Language Models
+    AAEFDC7C492A8F93DFA5C619BF0F1425