diff --git a/2024.md b/2024.md
index 544e7fb..504e4a1 100644
--- a/2024.md
+++ b/2024.md
@@ -73,7 +73,7 @@ Or contact us via Twitter, my handle is [@MichaelCade1](https://twitter.com/Mich
 - [✔️][✔️] ♾️ 49 > [From Confusion To Clarity: How Gherkin And Specflow Ensures Clear Requirements and Bug-Free Apps](2024/day49.md) - Steffen Jørgensen
 - [✔️][✔️] ♾️ 50 > [State of cloud native 2024](2024/day50.md) - Saiyam Pathak
 - [✔️][✔️] ♾️ 51 > [DevOps with Windows](2024/day51.md) - Nuno do Carmo 
-- [ ][ ] ♾️ 52 > [Understanding the architecture of multi-model databases](2024/day52.md) - Pratim Bhosale
+- [✔️][✔️] ♾️ 52 > [Devcontainers and GitHub Codespaces with Terraform and Azure CLI](2024/day52.md) - Patrick Koch
 - [ ][ ] ♾️ 53 > [Implementing SRE (Site Reliability Engineering)](2024/day53.md) - Andy Babiec
 - [ ][✔️] ♾️ 54 > [Mastering AWS OpenSearch: Terraform Provisioning and Cost Efficiency Series](2024/day54.md) - Ranjini Ganeshan 
 - [ ][✔️] ♾️ 55 > [Bringing Together IaC and CM with Terraform Provider for Ansible](2024/day55.md) - Razvan Ionescu
@@ -116,7 +116,7 @@ Or contact us via Twitter, my handle is [@MichaelCade1](https://twitter.com/Mich
 - [ ][ ] ♾️ 91 > [Day 91 - March 31st 2024 - Closing](2024/day90.md) - Michael Cade
 
 
-- [✔️]- Devcontainers and GitHub Codespaces with Terraform and Azure CLI - Patrick Koch
+- [✔️]- 
 - [✔️]- Gickup - Keep your repositories safe - Andreas Wachter
 
 - Building Scalable Infrastructure For Advanced Air Mobility - Dan Lambeth
@@ -135,6 +135,7 @@ Or contact us via Twitter, my handle is [@MichaelCade1](https://twitter.com/Mich
 - End to End Data Governance using AWS Serverless Stack - Ankit Sheth
 - Multi-Cloud Service Discovery and Load Balancing - Vladislav Bilay
 - Architecting the Future: Unlocking the Power of Diagrams as Code - Jason Benedicic 
+- Understanding the architecture of multi-model databases - Pratim Bhosale
 
 ## Sessions Accepted but now cannot deliver