diff --git a/guide/README.md b/guide/README.md
index 06428c2c..4b2183be 100644
--- a/guide/README.md
+++ b/guide/README.md
@@ -65,9 +65,9 @@ These instructions are for a development environment. If you plan to expose Open
 
 * [Serverless sorcery with ImageMagick](https://blog.alexellis.io/serverless-imagemagick/)
 
-### Fine-tuning / high-throughput
+### High-throughput
 
-* [OpenFaaS accelerates serverless Java with AfterBurn](https://blog.alexellis.io/openfaas-serverless-acceleration/)
+* [Next-generation Watchdog (of-watchdog)](http://docs.openfaas.com/architecture/watchdog/#of-watchdog)
 
 ### Raspberry Pi & ARM
 
@@ -76,3 +76,9 @@ These instructions are for a development environment. If you plan to expose Open
 ## Extend OpenFaaS
 
 * [Build a third-party provider](backends.md)
+
+### Deprecated
+
+Afterburn is replaced by the of-watchdog listed above.
+
+* [OpenFaaS accelerates serverless Java with AfterBurn](https://blog.alexellis.io/openfaas-serverless-acceleration/)