diff --git a/2024.md b/2024.md
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+++ b/2024.md
@@ -88,11 +88,11 @@ Or contact us via Twitter, my handle is [@MichaelCade1](https://twitter.com/Mich
 - [✔️][✔️] ♾️ 56 > [Automated database deployment within the DevOps process](2024/day56.md) - Marc Müller
 - [✔️][✔️] ♾️ 57 > [A practical guide to Test-Driven Development of infrastructure code](2024/day57.md) - David Pazdera
 - [✔️][✔️] ♾️ 58 > [The Reverse Technology Thrust](2024/day58.md)  - Rom Adams
-- [ ][✔️] ♾️ 59 > [Continuous Delivery pipelines for cloud infrastructure](2024/day59.md) - Michael Lihs
-- [ ][✔️] ♾️ 60 > [Migrating a monolith to Cloud-Native and the stumbling blocks that you don’t know about](2024/day60.md) - JJ Asghar
-- [ ][✔️] ♾️ 61 > [Demystifying Modernisation: True Potential of Cloud Technology](2024/day61.md) - Anupam Phoghat
-- [ ][ ] ♾️ 62 > [Chatbots are going to destroy infrastructures and your cloud bills](2024/day62.md) - Stanislas Girard
-- [ ][✔️] ♾️ 63 > [Introduction to Database Operators for Kubernetes](2024/day63.md) - Juarez Junior
+- [✔️][✔️] ♾️ 59 > [Continuous Delivery pipelines for cloud infrastructure](2024/day59.md) - Michael Lihs
+- [✔️][✔️] ♾️ 60 > [Migrating a monolith to Cloud-Native and the stumbling blocks that you don’t know about](2024/day60.md) - JJ Asghar
+- [✔️][✔️] ♾️ 61 > [Demystifying Modernisation: True Potential of Cloud Technology](2024/day61.md) - Anupam Phoghat
+- [ ][✔️] ♾️ 62 > [Shifting Left for DevSecOps Using Modern Edge Platforms](2024/day62.md) - Michael Grimshaw & Lauren Bradley
+- [ ][✔️] ♾️ 63 > [Dive Into Networking Namespaces](2024/day63.md) - Marino Wijay
 - [ ][ ] ♾️ 64 > [](2024/day64.md) 
 - [ ][✔️] ♾️ 65 > [Azure pertinent DevOps for non-coders](2024/day65.md) - Sucheta Gawade
 - [ ][✔️] ♾️ 66 > [A Developer's Journey to the DevOps: The Synergy of Two Worlds](2024/day66.md) - Jonah Andersson
@@ -123,8 +123,6 @@ 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
 
-[✔️] - Shifting Left for DevSecOps Using Modern Edge Platforms - Michael Grimshaw & Lauren Bradley (Description in email)
-
 - Building Scalable Infrastructure For Advanced Air Mobility - Dan Lambeth
 - Saving Cloud Costs Using Existing Prometheus Metrics - Pavan Gudiwada
 - Code, Connect, and Conquer: Mastering Personal Branding for Developers - Pavan Belagatti
@@ -139,6 +137,8 @@ Or contact us via Twitter, my handle is [@MichaelCade1](https://twitter.com/Mich
 - Architecting the Future: Unlocking the Power of Diagrams as Code - Jason Benedicic 
 - Implementing SRE (Site Reliability Engineering) - Andy Babiec
 - OSV Scanner: A Powerful Tool for Open Source Security - Paras Mamgain
+- Introduction to Database Operators for Kubernetes - Juarez Junior
+- Chatbots are going to destroy infrastructures and your cloud bills - Stanislas Girard
 
 ## Sessions Accepted but now cannot deliver