diff --git a/_includes/location_section.html b/_includes/location_section.html
index d76c6dd..1f78897 100644
--- a/_includes/location_section.html
+++ b/_includes/location_section.html
@@ -11,6 +11,9 @@ <h3 class="section__article__title has-dot">Location</h3>
           conveniently located only 2km from the well connected Sarajevo airport. Accessible via a tram line connection
           to the city or a 30 minute bus or taxi ride from the historic Sarajevo city center.
         </p>
+        <p class="section__article__text mb--2">
+          Please use the following link to register for lunch for yourself: <a href="https://hotelhills.ba/?page_id=3251" target="_blank" class="text--primary">(self paid) lunch</a>
+        </p>
         <p class="section__article__text mb--2">
           Please use the following links to get the discounted accommodation:
         </p>
diff --git a/speakers/riccardo_carlesso.html b/speakers/riccardo_carlesso.html
index 0a5ca28..7a09247 100644
--- a/speakers/riccardo_carlesso.html
+++ b/speakers/riccardo_carlesso.html
@@ -38,7 +38,7 @@ <h3 class="section__article__title has-dot">Bring your Ruby app in the Cloud</h3
           <p class="section__article__text mb--2">
             [60m] [Codelab] Using Ruby on Rails + PostgreSQL on Cloud Run. In this Lab, you will learn to take an existing Ruby on Rails application and deploy it to Google Cloud, instantiating a Database, dockerizing the app and running the dockerized app on Cloud run, and managing Secrets like a pro.
           </p>
-          <p class="section__article__text"></p>
+          <p class="section__article__text">
           [15m] Build an AI agent in 15 min Langchain.rb. In this Lab, you will learn how to build an AI agent utilizing the latest Function Calling functionality. You’ll build your own functions/tools and program an assistant to interact with final user in an engaging conversation which calls smart functions under the hood (weather, news, stocks, DB, ..).
           </p>
         </div>