diff --git a/content/day0/03_whobuiltthis.md b/content/day0/03_whobuiltthis.md
index 5fefed9..379adea 100644
--- a/content/day0/03_whobuiltthis.md
+++ b/content/day0/03_whobuiltthis.md
@@ -8,7 +8,7 @@ tags:
 
 <!-- {{% button href="https://youtu.be/rkteV6Mzjfs" style="warning" icon="video" %}}Watch talk on YouTube{{% /button %}} -->
 <!-- {{% button href="https://docs.google.com/presentation/d/1nEK0CVC_yQgIDqwsdh-PRihB6dc9RyT-" style="tip" icon="person-chalkboard" %}}Slides{{% /button %}} -->
-<!-- {{% button href="https://colocatedeventseu2026.sched.com/event/2DY6g" style="error" icon="calendar" %}}Sched Link{{% /button %}} -->
+{{% button href="https://colocatedeventseu2026.sched.com/event/2DY1S" style="error" icon="calendar" %}}Sched Link{{% /button %}}
 <!-- {{% button href="https://github.com/graz-dev/automatic-reosurce-optimization-loop" style="info" icon="code" %}}Code/Demo{{% /button %}}  -->
 <!-- {{% button href="https://cloudnativeplatforms.com" style="info" icon="link" %}}Website/Homepage{{% /button %}}  -->
 
diff --git a/content/day0/07_scalingsatisfaction.md b/content/day0/07_scalingsatisfaction.md
index 8ad3050..2640050 100644
--- a/content/day0/07_scalingsatisfaction.md
+++ b/content/day0/07_scalingsatisfaction.md
@@ -10,7 +10,7 @@ tags:
 ---
 
 <!-- {{% button href="https://youtu.be/rkteV6Mzjfs" style="warning" icon="video" %}}Watch talk on YouTube{{% /button %}} -->
-<!-- {{% button href="https://colocatedeventseu2026.sched.com/event/2DY6g" style="error" icon="calendar" %}}Sched Link{{% /button %}} -->
+{{% button href="https://colocatedeventseu2026.sched.com/event/2DY2c" style="error" icon="calendar" %}}Sched Link{{% /button %}}
 <!-- {{% button href="https://docs.google.com/presentation/d/1nEK0CVC_yQgIDqwsdh-PRihB6dc9RyT-" style="tip" icon="person-chalkboard" %}}Slides{{% /button %}} -->
 <!-- {{% button href="https://github.com/thomasvitale/kubecon-2026-gitops" style="info" icon="code" %}}Code/Demo{{% /button %}}  -->
 {{% button href="https://whitneylee.com" style="info" icon="link" %}}Website/Homepage{{% /button %}}
diff --git a/content/day0/08_staging.md b/content/day0/08_staging.md
index c55ecbe..26d5f99 100644
--- a/content/day0/08_staging.md
+++ b/content/day0/08_staging.md
@@ -9,7 +9,7 @@ tags:
 
 <!-- {{% button href="https://youtu.be/rkteV6Mzjfs" style="warning" icon="video" %}}Watch talk on YouTube{{% /button %}} -->
 {{% button href="https://github.com/nicolaiort/pedeu2026-promotion-failed/blob/main/Slides.pptx" style="tip" icon="person-chalkboard" %}}Slides{{% /button %}}
-<!-- {{% button href="https://colocatedeventseu2026.sched.com/event/2DY6g" style="error" icon="calendar" %}}Sched Link{{% /button %}} -->
+{{% button href="https://colocatedeventseu2026.sched.com/event/2DY8r" style="error" icon="calendar" %}}Sched Link{{% /button %}}
 {{% button href="https://github.com/nicolaiort/pedeu2026-promotion-failed" style="info" icon="code" %}}Code/Demo{{% /button %}}
 {{% button href="https://odit.services.com" style="info" icon="link" %}}Website/Homepage{{% /button %}}
 {{% button href="https://nicolai-ort.com" style="info" icon="link" %}}Website/Homepage{{% /button %}}
diff --git a/content/day0/09_hanover.md b/content/day0/09_hanover.md
index 74c50e2..f455302 100644
--- a/content/day0/09_hanover.md
+++ b/content/day0/09_hanover.md
@@ -8,7 +8,7 @@ tags:
 
 <!-- {{% button href="https://youtu.be/rkteV6Mzjfs" style="warning" icon="video" %}}Watch talk on YouTube{{% /button %}} -->
 <!-- {{% button href="https://docs.google.com/presentation/d/1nEK0CVC_yQgIDqwsdh-PRihB6dc9RyT-" style="tip" icon="person-chalkboard" %}}Slides{{% /button %}} -->
-<!-- {{% button href="https://colocatedeventseu2026.sched.com/event/2DY6g" style="error" icon="calendar" %}}Sched Link{{% /button %}} -->
+{{% button href="https://colocatedeventseu2026.sched.com/event/2DY55" style="error" icon="calendar" %}}Sched Link{{% /button %}}
 <!-- {{% button href="https://github.com/graz-dev/automatic-reosurce-optimization-loop" style="info" icon="code" %}}Code/Demo{{% /button %}}  -->
 {{% button href="https://www.syntasso.io/post/the-internal-platform-scorecard-speed-safety-efficiency-and-scalability" style="info" icon="link" %}}Platform Scorecard{{% /button %}}
 {{% button href="https://www.syntasso.io/post/the-internal-platform-scorecard-speed-safety-efficiency-and-scalability" style="info" icon="link" %}}Recruting producers{{% /button %}}
diff --git a/content/day0/10_sourcing-your-idp.md b/content/day0/10_sourcing-your-idp.md
index cc874fa..70b3cde 100644
--- a/content/day0/10_sourcing-your-idp.md
+++ b/content/day0/10_sourcing-your-idp.md
@@ -9,7 +9,7 @@ tags:
 
 <!-- {{% button href="https://youtu.be/rkteV6Mzjfs" style="warning" icon="video" %}}Watch talk on YouTube{{% /button %}} -->
 {{% button href="https://www.canva.com/design/DAHBlkrzYH8/ZSe4SkJVGy8GnMtDcCGdHw/view?utm_content=DAHBlkrzYH8&utm_campaign=designshare&utm_medium=link2&utm_source=uniquelinks&utlId=h86fe2f7313" style="tip" icon="person-chalkboard" %}}Slides{{% /button %}}
-<!-- {{% button href="https://colocatedeventseu2026.sched.com/event/2DY6g" style="error" icon="calendar" %}}Sched Link{{% /button %}} -->
+{{% button href="https://colocatedeventseu2026.sched.com/event/2DY5r" style="error" icon="calendar" %}}Sched Link{{% /button %}}
 <!-- {{% button href="https://github.com/graz-dev/automatic-reosurce-optimization-loop" style="info" icon="code" %}}Code/Demo{{% /button %}}  -->
 {{% button href="https://lianmakesthings.dev" style="info" icon="link" %}}Homepage{{% /button %}}
 {{% button href="https://devrelbook.com" style="info" icon="link" %}}Dev Rel{{% /button %}}
diff --git a/content/lessons_learned/_index.md b/content/lessons_learned/_index.md
index a1155d7..ac17206 100644
--- a/content/lessons_learned/_index.md
+++ b/content/lessons_learned/_index.md
@@ -4,6 +4,4 @@ title: Lessons Learned
 weight: 8
 ---
 
-Not related to any talk directly, but i can recommend this [Blog Post](https://smudge.ai/blog/ratelimit-algorithms) and [Video](https://www.youtube.com/watch?v=8QyygfIloMc&) about rate limiting.
-
 TODO: