diff --git a/2024.md b/2024.md
index 6f9dfda..ca55d8a 100644
--- a/2024.md
+++ b/2024.md
@@ -87,8 +87,8 @@ Or contact us via Twitter, my handle is [@MichaelCade1](https://twitter.com/Mich
 - [✔️][✔️] ♾️ 55 > [Bringing Together IaC and CM with Terraform Provider for Ansible](2024/day55.md) - Razvan Ionescu
 - [✔️][✔️] ♾️ 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
+- [✔️][✔️] ♾️ 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
@@ -98,10 +98,10 @@ Or contact us via Twitter, my handle is [@MichaelCade1](https://twitter.com/Mich
 - [ ][✔️] ♾️ 66 > [A Developer's Journey to the DevOps: The Synergy of Two Worlds](2024/day66.md) - Jonah Andersson
 - [ ][✔️] ♾️ 67 > [Art of DevOps: Harmonizing Code, Culture, and Continuous Delivery](2024/day67.md) - Rohit Ghumare
 - [ ][ ] ♾️ 68 > [Service Mesh for Kubernetes 101: The Secret Sauce to Effortless Microservices Management](2024/day68.md) - Mohd Imran
-- [ ][ ] ♾️ 69 > [Enhancing Kubernetes security, visibility, and networking control logic](2024/day69.md) - Dean Lewis
+- [ ][✔️] ♾️ 69 > [Enhancing Kubernetes security, visibility, and networking control logic](2024/day69.md) - Dean Lewis
 - [ ][✔️] ♾️ 70 > [Simplified Cloud Adoption with Microsoft's Terraforms Azure Landing Zone Module](2024/day70.md) - Simone Bennett
 - [ ][ ] ♾️ 71 > [](2024/day71.md) 
-- [ ][ ] ♾️ 72 > [Infrastructure as Code with Pulumi](2024/day72.md) - Scott Lowe
+- [ ][✔️] ♾️ 72 > [Infrastructure as Code with Pulumi](2024/day72.md) - Scott Lowe
 - [ ][ ] ♾️ 73 > [E2E Test Before Merge](2024/day73.md) - Natalie Lunbeck
 - [ ][ ] ♾️ 74 > [Workload Identity Federation with Azure DevOps and Terraform](2024/day74.md) - Arindam Mitra
 - [ ][ ] ♾️ 75 > [Achieving Regulatory Compliance in Multi-Cloud Deployments with Terraform](2024/day75.md) - Eric Evans
@@ -123,10 +123,9 @@ 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
-- Elevating DevSecOps with Modern CDNs - Richard Yew
 - Saving Cloud Costs Using Existing Prometheus Metrics - Pavan Gudiwada
 - Code, Connect, and Conquer: Mastering Personal Branding for Developers - Pavan Belagatti
 - Container Security for Enterprise Kubernetes environments - Imran Roshan