diff --git a/README.md b/README.md
index e2160fd..524903d 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,7 @@
 # homelab
 
-Personal AI platform — architecture and capabilities overview
\ No newline at end of file
+Personal AI platform — architecture and capabilities overview
+
+## Docs
+
+- [What a Client PoC Taught Us About Our Own AI Delivery Pipeline](docs/articles/what-a-client-poc-taught-us-about-cad.md) — cross-repo review of Continuous Agentic Development (CAD) against an external Requirements-Engineering PoC, plus what it surfaced across this stack.