diff --git a/presentation.md b/presentation.md
index 0d56b3f..b0c10ca 100644
--- a/presentation.md
+++ b/presentation.md
@@ -36,6 +36,14 @@ math: katex
 <div class="date">2026-06-24</div>
 <div class="organization">DFI-203, htw saar</div>
 
+---
+# Contents
+1. Markdown / Writing presentations
+2. Collaboration
+3. Keeping your data safe / Deploying
+4. Integrating LLMs
+5. Evaluation
+
 ---
 # A few **questions** first
 * Who here would consider themselves a **developer** ?
@@ -142,6 +150,12 @@ Automated deployment|Gitea Actions
 
 </div></div>
 
+---
+# Tips
+- (same as any AI augmented tool): <box>Don't blindly trust the output, but use it as an assistant
+- When using local models: try **different models** depending on your needs and hardware
+- Don't be afraid to **tinker** around and see what works
+
 ---
 # **Conclusion**
 * Presentation software and AI often feels "out of reach" and only hostable if you're a company and have the resources for it