diff --git a/ayanova/devdocs/todo.txt b/ayanova/devdocs/todo.txt
index 0afaf4e0..865adf20 100644
--- a/ayanova/devdocs/todo.txt
+++ b/ayanova/devdocs/todo.txt
@@ -19,34 +19,29 @@ Prioritize items to get to beta fast as possible
 
 //performance overall sanity check before beta release
 
-hotspots or potential ones in small sample generation:
 	
-	log job / log status async during seeding
-	
-todo: perf, test installed postgres vs standalone jimmied one for same op
+todo: perf, test installed postgres vs standalone jimmied one vs DEVOPS server for same op
 	YES, very important to know this, is my cobbled together standalone postgres as good as installed or huge diff??
 
 
 
 SEEDING PERF LEVELS:
-2021-10-20 10:06:12.8367|INFO|Seeder|Small level sample data seeded in 16 seconds
-2021-10-20 10:29:52.5918|INFO|Seeder|MEDIUM level sample data seeded in 1 minute and 44 seconds
-#Added indexes to speed up validation on aunit for serial and modelid
-2021-10-20 10:35:34.5693|INFO|Seeder|MEDIUM level sample data seeded in 1 minute and 49 seconds
-2021-10-20 10:48:06.2517|INFO|Seeder|LARGE level sample data seeded in 4 minutes and 13 seconds
-# here removed unitmodelid index as it never seems to be used but serial is a lot
-2021-10-20 10:59:30.1027|INFO|Seeder|LARGE level sample data seeded in 4 minutes and 10 seconds 
-# No difference so keeping only the serial index
-2021-10-20 11:46:06.5739|INFO|Seeder|LARGE level sample data seeded in 4 minutes and 26 seconds
-2021-10-20 13:30:27.4610|INFO|Seeder|HUGE level sample data seeded in 34 minutes and 10 seconds
 
-Installed PG server:
+
+//WINDOWS Installed PG server:
 2021-10-20 14:42:17.8716|INFO|Seeder|Small level sample data seeded in 15 seconds
 2021-10-20 14:45:17.1372|INFO|Seeder|MEDIUM level sample data seeded in 2 minutes and 2 seconds
 2021-10-20 14:54:46.5645|INFO|Seeder|LARGE level sample data seeded in 4 minutes and 19 seconds
 2021-10-20 15:38:00.4839|INFO|Seeder|HUGE level sample data seeded in 38 minutes and 27 seconds
 slower??
-Trying again with standalone pg....
+
+//WINDOWS with standalone pg
+2021-10-20 15:42:38.9969|INFO|Seeder|Small level sample data seeded in 15 seconds
+2021-10-20 15:45:21.3240|INFO|Seeder|MEDIUM level sample data seeded in 1 minute and 52 seconds
+2021-10-20 15:56:08.5573|INFO|Seeder|LARGE level sample data seeded in 4 minutes and 10 seconds
+
+//LINUX SERVER comparison useful for relative perf calculations to have idea of variance
+