diff --git a/src/routes/posts/homelab-journey.md b/src/routes/posts/homelab-journey.md
index a267de5..f48984f 100644
--- a/src/routes/posts/homelab-journey.md
+++ b/src/routes/posts/homelab-journey.md
@@ -68,9 +68,9 @@ Automated daily backups run via systemd timer, mounting an external USB drive, b
 
 ## AI-Assisted Development
 
-This entire setup was built with assistance from Claude Code. Every configuration file, troubleshooting session, and architectural decision involved AI collaboration. The workflow combined AI-suggested solutions with human judgment on implementation.
+This entire setup was built with assistance from Claude Code. Every configuration file, troubleshooting session, and architectural decision involved Claude. I don't know how to do many of these things by heart or at all and this whole adventure would have taken a couple weeks at least.
 
-The AI handled error interpretation, suggested fixes, and generated documentation. Human oversight provided context, made final decisions, and occasionally overruled suggestions (with mixed results). **This gives me a fully-working setup that is both working for me and teaching me about its working**
+Claude did all the heavy lifting on favorites such as interpreting errors, handling mismatches in networking and writing documentation and configs. I provided context, made final decisions, and occasionally overruled suggestions with my personal preference or (rarely) where I knew Claude was wrong. **This gives me a fully setup that is both working for me and teaching me about its workings. AKA I am learning about how this works while it works in my own living room.**
 
 ## Key Takeaways