diff --git a/pages/feedfarm.software.md b/pages/feedfarm.software.md
index 7963aa1..65a91a8 100644
--- a/pages/feedfarm.software.md
+++ b/pages/feedfarm.software.md
@@ -2,15 +2,20 @@
 
 
 ## media
-- ffmpeg
-- python
-- [[tools.docker]]
-	- nvidia toolkit --> https://github.com/K4YT3X/video2x/wiki/Docker
-- resolve render server
-- blender
-- upscaler
-	- [[feedfarm.video2x]]]
+- [ ] ffmpeg
+- [ ] python
+- [ ] [[tools.docker]]
+	- [ ] nvidia toolkit --> https://github.com/K4YT3X/video2x/wiki/Docker
+- [ ] resolve render server
+- [ ] blender
+- upscalers
+	- [ ] [[feedfarm.video2x]]] thru docker
+
+## AI
 
 ## managment
 ### [[projects.feedfarm.hardware.howtos#monitoring]]
-- nvtop
\ No newline at end of file
+- nvtop
+
+## future testing
+- https://livepeer.org/video-miners
\ No newline at end of file