diff --git a/AVY.org b/AVY.org
new file mode 100644
index 0000000..a23c403
--- /dev/null
+++ b/AVY.org
@@ -0,0 +1,129 @@
+:PROPERTIES:
+:ID:       d9246843-e229-4f53-b75d-0cac546f353b
+:END:
+#+title: AVY
+
+AVY is a powerful Emacs library that allows you to jump to any visible character in a buffer with efficient tree searches.
+
+The core idea that makes Avy a powerful tool is [[id:65391d4b-e2b4-4a71-9d98-100cbc9772b4][the filter - select - act paradigm]]. 
+
+
+*Usage :*
+1. call avy-goto-char-time - I have bound it to SPC a a
+2. /filter/ by typing the characters of stings you want to go to
+3. A decision tree appears at all matching points in the frame
+4. Now before typing the decision /select/ the action
+
+   default (do nothing) - will go to position
+   ? - display all possible actions, runs avy-show-dispatch-help
+5. /act/ by entering your decision
+
+#+begin_src elisp
+(use-package avy
+    :config
+    (setq avy-timeout-seconds 0.3)
+
+    (setq avy-keys '(?q ?e ?r ?y ?u ?o ?p
+			?a ?s ?d ?f ?g ?h ?j
+			?k ?l ?' ?x ?c ?v ?b
+			?n ?, ?/))
+
+    ;; overrides the function in avy.el, type ? before the decesion phase to call
+    (defun avy-show-dispatch-help ()  
+      (let* ((len (length "avy-action-"))
+             (fw (frame-width))
+             (raw-strings (mapcar
+			   (lambda (x)
+			     (format "%2s: %-19s"
+                             (propertize
+                              (char-to-string (car x))
+                              'face 'aw-key-face)
+                             (substring (symbol-name (cdr x)) len)))
+			   avy-dispatch-alist))
+             (max-len (1+ (apply #'max (mapcar #'length raw-strings))))
+             (strings-len (length raw-strings))
+             (per-row (floor fw max-len))
+             display-strings)
+	(cl-loop for string in raw-strings
+		 for N from 1 to strings-len do
+		 (push (concat string " ") display-strings)
+		 (when (= (mod N per-row) 0) (push "\n" display-strings)))
+	(message "%s" (apply #'concat (nreverse display-strings)))))
+    
+
+;; Kill text ----------------------------------------------------
+(defun avy-action-kill-whole-line (pt)
+  (save-excursion
+    (goto-char pt)
+    (kill-whole-line))
+  (select-window
+   (cdr
+    (ring-ref avy-ring 0)))
+  t)
+
+(setf (alist-get ?k avy-dispatch-alist) 'avy-action-kill-stay
+      (alist-get ?K avy-dispatch-alist) 'avy-action-kill-whole-line)
+
+
+;; Copy text -----------------------------------------------------
+(defun avy-action-copy-whole-line (pt)
+  (save-excursion
+    (goto-char pt)
+    (cl-destructuring-bind (start . end)
+        (bounds-of-thing-at-point 'line)
+      (copy-region-as-kill start end)))
+  (select-window
+   (cdr
+    (ring-ref avy-ring 0)))
+  t)
+
+(setf (alist-get ?w avy-dispatch-alist) 'avy-action-copy
+      (alist-get ?W avy-dispatch-alist) 'avy-action-copy-whole-line)
+
+
+;; Yank text -----------------------------------------------------
+(defun avy-action-yank-whole-line (pt)
+  (avy-action-copy-whole-line pt)
+  (save-excursion (yank))
+  t)
+
+(setf (alist-get ?y avy-dispatch-alist) 'avy-action-yank
+      (alist-get ?Y avy-dispatch-alist) 'avy-action-yank-whole-line)
+
+;; Transpose/Move text --------------------------------------------
+(defun avy-action-teleport-whole-line (pt)
+  (avy-action-kill-whole-line pt)
+  (save-excursion (yank)) t)
+
+(setf (alist-get ?t avy-dispatch-alist) 'avy-action-teleport
+      (alist-get ?T avy-dispatch-alist) 'avy-action-teleport-whole-line)
+
+;; Mark text ------------------------------------------------------
+(defun avy-action-mark-to-char (pt)
+  (activate-mark)
+  (goto-char pt))
+
+(setf (alist-get ?  avy-dispatch-alist) 'avy-action-mark-to-char)
+
+
+;; Flyspell words --------------------------------------------------
+(defun avy-action-flyspell (pt)
+  (save-excursion
+    (goto-char pt)
+    (when (require 'flyspell nil t)
+      (flyspell-auto-correct-word)))
+  (select-window
+   (cdr (ring-ref avy-ring 0)))
+  t)
+
+;; Bind to semicolon (flyspell uses C-;)
+(setf (alist-get ?\; avy-dispatch-alist) 'avy-action-flyspell)
+
+)
+#+end_src
+** References 
++ https://karthinks.com/software/avy-can-do-anything/index.html
++ https://github.com/abo-abo/avy
++ https://github.com/abo-abo/avy/wiki/defcustom
++ https://gist.github.com/karthink/af013ffd77fe09e67360f040b57b4c7b
+
diff --git a/Emacs/README.org b/Emacs/README.org
deleted file mode 100644
index 99b5078..0000000
--- a/Emacs/README.org
+++ /dev/null
@@ -1,6 +0,0 @@
-:PROPERTIES:
-:ID:       1245040a-0412-45cd-b4de-81026f06422a
-:END:
-#+title: Emacs
-
-Emacs is much more than just a text editor.
diff --git a/Index.org b/Index.org
new file mode 100644
index 0000000..816a618
--- /dev/null
+++ b/Index.org
@@ -0,0 +1,14 @@
+:PROPERTIES:
+:ID:       020c5410-998b-46fb-8c5e-59013dd30db4
+:END:
+#+title: Index 
+#+hugo_section:  ./
+
+These are my thoughts.
+
+I use org-roam to manage these thoughts and ox-hugo along with quartz to publish them.
+
+For more details see  
+* Topics
+Here are some topics I think about
+** [[id:0a87430b-6616-4f92-8ecc-22ceeebf43c6][Emacs]]  
diff --git a/My_Emacs_Config.org b/My_Emacs_Config.org
new file mode 100644
index 0000000..50d3b04
--- /dev/null
+++ b/My_Emacs_Config.org
@@ -0,0 +1,10 @@
+:PROPERTIES:
+:ID:       43f5a7d2-4e8c-4d61-b333-8993d2aefbf6
+:END:
+#+title: My_Emacs_Config
+
+Here is my emacs config with commentary.
+
+TODO This is a work in progress - I am adding packages one by one after cleaning some of the code and fixing bugs
+
+* [[id:d9246843-e229-4f53-b75d-0cac546f353b][AVY]]     
diff --git a/README.org b/README.org
index d5929b2..20875b9 100644
--- a/README.org
+++ b/README.org
@@ -1,9 +1 @@
-:PROPERTIES:
-:ID:       020c5410-998b-46fb-8c5e-59013dd30db4
-:END:
-#+title: Notes
-
-These will be some notes on various topics I like.
-
-* Topics
-** [[file:Emacs/README.org][Emacs]]  
+These are my thoughts in the form of a [[https://www.orgroam.com/][org roam]] database.
diff --git a/emacs.org b/emacs.org
new file mode 100644
index 0000000..c07f040
--- /dev/null
+++ b/emacs.org
@@ -0,0 +1,8 @@
+:PROPERTIES:
+:ID:       0a87430b-6616-4f92-8ecc-22ceeebf43c6
+:END:
+#+title: Emacs
+
+Emacs is much more than just a text editor.
+
+Here is my [[id:43f5a7d2-4e8c-4d61-b333-8993d2aefbf6][My Emacs Config]] 
diff --git a/index.org b/index.org
new file mode 100644
index 0000000..7aed748
--- /dev/null
+++ b/index.org
@@ -0,0 +1,14 @@
+:PROPERTIES:
+:ID:       020c5410-998b-46fb-8c5e-59013dd30db4
+:END:
+#+title: index 
+#+hugo_section:  ./
+
+These are my thoughts.
+
+I use org-roam to manage these thoughts and ox-hugo along with quartz to publish them.
+
+For more details see  
+* Topics
+Here are some topics I think about
+** [[id:0a87430b-6616-4f92-8ecc-22ceeebf43c6][Emacs]]  
diff --git a/the_filter-select-act_paradigm.org b/the_filter-select-act_paradigm.org
new file mode 100644
index 0000000..0ad84f0
--- /dev/null
+++ b/the_filter-select-act_paradigm.org
@@ -0,0 +1,11 @@
+:PROPERTIES:
+:ID:       65391d4b-e2b4-4a71-9d98-100cbc9772b4
+:END:
+#+title: the_filter-select-act_paradigm
+
+The filter - select - act paradigm/pattern is powerful abstraction used in [[id:0a87430b-6616-4f92-8ecc-22ceeebf43c6][Emacs]]  and many of its packages like [[id:d9246843-e229-4f53-b75d-0cac546f353b][AVY]].
+
+It is a philosophy that not only makes string manipulation efficient but allows one to really utilize emacs the way it is ment to be used, like a single mutable state, not just some willy nilly text editor.
+
+* References
++ https://karthinks.com/software/avy-can-do-anything/index.html