diff --git a/db/sql/postgres/feature/internals/mvcc.txt b/db/sql/postgres/feature/internals/mvcc.txt
index 7ac1aed1f..176faa340 100644
--- a/db/sql/postgres/feature/internals/mvcc.txt
+++ b/db/sql/postgres/feature/internals/mvcc.txt
@@ -18,7 +18,7 @@ https://dev.to/nilelazarus/series/23873
     https://dev.to/nilelazarus/demystifying-the-internals-of-postgresql-chapter-5-2pe4
 
 2024
-Otus - MVCC, vacuum and autovacuum in PG ru 32..37:00 of 1:22:40
+Otus - MVCC, vacuum and autovacuum in PG ru 53:00 of 1:22:40
     https://www.youtube.com/watch?v=mrobq6Ggggc
     ! 12:00 - pg_size_pretty, pg_total_relation_size
     ! 25:00 - insert
@@ -32,8 +32,10 @@ Otus - MVCC, vacuum and autovacuum in PG ru 32..37:00 of 1:22:40
     ! 28:00 select *, xmin, xmax, cmin, cmax, ctid from user_data;
     ! 29:00 select * from pg_stat_user_tables;
     !   n_live_tup, n_dead_tup, ratio%, last_autovacuum, ...
-    ! 31:00 - ... from heap_page_items(get_raw_page('user_data', 0)) -- neet to set some ext
-    ! 
+    ! 31:00 - ... from heap_page_items(get_raw_page('user_data', 0)) -- neet to set ext
+    !   https://www.postgresql.org/docs/current/pageinspect.html
+    ! 44:00 vacuum_cost_delay, vacuum_cost_limit, vacuum_cost_page_miss, vacuum_cost_page_dirty
+    ! 55:00 vacuum verbose <rel>;
 2022
 https://habr.com/ru/companies/quadcode/articles/671254/
     !
diff --git a/devops/ci/tekton.txt b/devops/ci/tekton.txt
index 11477fd7f..271a04424 100644
--- a/devops/ci/tekton.txt
+++ b/devops/ci/tekton.txt
@@ -4,8 +4,11 @@ https://github.com/tektoncd
 https://github.com/tektoncd/pipeline
 
 https://tekton.dev/docs/
+https://tekton.dev/docs/getting-started/
 
 https://tekton.dev/try/
 
+https://tekton.dev/blog/
+
 2021
 https://opensource.com/article/21/11/cicd-pipeline-kubernetes-tekton
diff --git a/pl/cross/messaging/kafka/docs/books.txt b/pl/cross/messaging/kafka/docs/books.txt
index b0f00e939..3b434598a 100644
--- a/pl/cross/messaging/kafka/docs/books.txt
+++ b/pl/cross/messaging/kafka/docs/books.txt
@@ -12,6 +12,11 @@ https://martin.kleppmann.com/2015/01/24/stream-processing-at-dev-winter.html
 BejeckJr - Kafka Streams in Action 2nd ed
     3C9FBCD3F61D1D5CFE0CBFF5DE826915
     056D8DA789564577AF433A9778A1F4BD
+2023
+ShapiraPalinoSivaramPetty - Kafka the Definitive Guide ru 2nd ed
+    46FD9846E02F497DAD4A1F99E2872B06
+    D6D8367CCAFBC091575E075EBB1EF9E7
+    B59725B0EC3344FB8278296284B54C7A
 2022
 Conrad - The Fundamentals Of Event-Driven Architecture Using Apache Kafka
     !!! TBD, TG
diff --git a/pl/web/js/libfws/ui/vue/cli.txt b/pl/web/js/libfws/ui/vue/cli.txt
index f137b5499..2e407f1bf 100644
--- a/pl/web/js/libfws/ui/vue/cli.txt
+++ b/pl/web/js/libfws/ui/vue/cli.txt
@@ -1,3 +1,5 @@
+https://cli.vuejs.org/guide/deployment.html
+
 2018
 https://www.telerik.com/blogs/what-you-need-to-know-about-vue-cli-3
 2017
diff --git a/science/ai/free/deepsek.txt b/science/ai/free/deepsek.txt
index 4c213d71f..65cbd9b6c 100644
--- a/science/ai/free/deepsek.txt
+++ b/science/ai/free/deepsek.txt
@@ -9,6 +9,9 @@ https://deepseekcoder.github.io/
 
 
 2025
+NeuroCalleidoscope - DeepSeq R1 testing of 18:22
+    https://www.youtube.com/watch?v=aU0QUOdiYJY
+    !!!
 Aiii - DeepSeq v3 + make 0:00 of 23:40
     https://www.youtube.com/watch?v=9Xb6KpVl9dQ
 Makarov - DeepSeq v3 now free 0:00 of 6:29