diff --git a/os/linux/immutable/atomic/bootc.txt b/os/linux/immutable/atomic/bootc.txt
index 29e082f52..136cde7be 100644
--- a/os/linux/immutable/atomic/bootc.txt
+++ b/os/linux/immutable/atomic/bootc.txt
@@ -12,6 +12,23 @@ https://bootc-dev.github.io/bootc/installation.html
 https://bootc-dev.github.io/bootc/bootc-install.html
 https://bootc-dev.github.io/bootc/bootc-install.html#using-bootc-install-to-existing-root
 
+????
+https://www.youtube.com/watch?v=rCokgSYiVHQ
+https://www.youtube.com/watch?v=ERVyBc_fElY
+FedoraProject
+https://www.youtube.com/watch?v=6FAVsMbhfnA
+https://www.youtube.com/watch?v=T9aDEF_4vr8
+
 2024
+FedoraProject - Bootc: Hands on Demo of 12:51
+    https://www.youtube.com/watch?v=fccox6sGCWA
+    ! podman-bootc run --filesystem=xfs quay.io/vrothberg/build-and-boot:bootc
+    ...
+    # boots status
+        staged:
+        booted:
+    # bootc update
+    ! podman-bootc list
+    ! podman-bootc ssh <hash>
 FedoraProject - Bootc: Getting Started with Bootable Containers of 8:28
     https://www.youtube.com/watch?v=bf1xqjLeA9M
diff --git a/science/ai/orchestrators/llamaindex/docs/books.txt b/science/ai/orchestrators/llamaindex/docs/books.txt
index 6610c7ecd..d2fa26dcb 100644
--- a/science/ai/orchestrators/llamaindex/docs/books.txt
+++ b/science/ai/orchestrators/llamaindex/docs/books.txt
@@ -1,5 +1,6 @@
 2024
-Watson - LangChain and LlamaIndex Projects Lab Book: Hooking Large Language Models Up to the Real World
+Watson - LangChain and LlamaIndex Projects Lab Book: Hooking Large Language Models Up to the Real World of p85
     776aaa171fe83a66ed9199761a142225
+    ! too short
 Gheorghiu - Building Data-Driven Applications with LlamaIndex 1st ed
     an: 3aec550a28a472fe765196a879abfe7f/0/0