diff --git a/basics/building-up/README.md b/basics/building-up/README.md
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--- a/basics/building-up/README.md
+++ b/basics/building-up/README.md
@@ -237,6 +237,8 @@ Why do all the reroutes and color coding? Can't we connect directly from the mod
## Expanding on Fixing
+### More Latent Fixing
+
Adding more nodes and increasing the HR-Fix is easy.
* Drag the ouput nodes to the right so there's more space.
@@ -264,6 +266,44 @@ Adding more nodes and increasing the HR-Fix is easy.
More latent HRFs will gradually increase the output image while adding details. But let's stop here and add some pixel space HRFs. Onewards, noble steed!
+### Pixel Space HR Fixing
+
+First, we need to translate from latent space to pixel space.
+
+* Select the VAE Decode and its VAE reroute below and clone them over by the last ksampler.
+
+
+* drag the output nodes to the right again
+
+
+* Now add a _Upscale Image_ node
+
+
+
+
+* After the upscale node, we need a _VAE Encode_ node.
+
+
+
+* Select the reroute nodes and ksampler and clone them into the space after the new encode node
+
+
+* Connect all the noodles
+
+
+
+
+* During this process, the connection to the first VAE reroute all the way on the left will likely be lost. Don't worry! Pan over to the left by holding down space while moving the mouse.
+ * space + mouse = pan.
+ * release space to move mouse back
+ * space + mouse to pan again
+* start dragging the noodle from the leftmost vae reroute
+ * space and mouse to keep going
+* and attach it to the newer VAE reroute.
+* the workflow should now look something like this:
+
+
+
## Upscaling
(Still writing this too also)
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