diff --git a/2023.md b/2023.md
index 03406a2..b8ae7ec 100644
--- a/2023.md
+++ b/2023.md
@@ -12,17 +12,17 @@ This repository is used to document my journey on getting a better foundational
 
 The quickest way to get in touch is going to be via Twitter, my handle is [@MichaelCade1](https://twitter.com/MichaelCade1)
 
-- Secure Coding (SAST, SCA, Secure Code Review) (Confirming with Prateek Jain @PrateekJainDev)
+- Secure Coding (SAST, SCA, Secure Code Review) (Prateek Jain - @PrateekJainDev)
 - Continuous Build, Integration, Testing (Container & Image scan, DAST, Fuzzing, IAST) (Anton Sankov - @a_sankov)
-- **Continuous Delivery & Deployment (Sign, Image Repo scan, Systems, Containers, Network Vulnerability scan)** 
-- **Runtime Defence & Monitoring (RASP, Pen Testing)** 
+- *Continuous Delivery & Deployment (Sign, Image Repo scan, Systems, Containers, Network Vulnerability scan)
+- *Runtime Defence & Monitoring (RASP, Pen Testing)
 - Secrets Management (Bryan Krausen - @btkrausen)
-- **Python** 
-- Cloud 
+- Python (Rishab Kumar - @rishabk7)
+- Cloud (Chris Williams - @mistwire)
 - OpenShift (Dean Lewis - @saintdle)
-- **Databases** 
+- *Databases
 - Serverless (Carlos Santana - @csantanapr)
-- Service Mesh (Marino W - @virtualized6ix) 
+- Service Mesh (Marino W - @virtualized6ix) / (William Morgan - @wm)
 
 ## Progress