diff --git a/2023.md b/2023.md
index fcaecd1..45a3858 100644
--- a/2023.md
+++ b/2023.md
@@ -4,11 +4,11 @@
  <img src="logo.png?raw=true" alt="90DaysOfDevOps Logo" width="50%" height="50%" />
 </p>
 
-This repository is used to document my journey on getting a better foundational knowledge of "DevOps". 
+This repository is used to document my journey on getting a better foundational knowledge of "DevOps".
 
 [![ko-fi](https://ko-fi.com/img/githubbutton_sm.svg)](https://ko-fi.com/N4N33YRCS)
 
-If you have questions and want to get involved then join the discord and share your questions and stories with the community. 
+If you have questions and want to get involved then join the discord and share your questions and stories with the community.
 
 [![](https://dcbadge.vercel.app/api/server/vqwPrNQsyK)](https://discord.gg/vqwPrNQsyK)
 
@@ -16,30 +16,29 @@ Or contact us via Twitter, my handle is [@MichaelCade1](https://twitter.com/Mich
 
 ## List of Topics
 
-|Topic   |Author     |Date     |
-|--------|-----------|---------|
-|DevSecOps | Michael Cade | 1st Jan - 6th Jan |
-|Secure Coding | Prateek Jain | 7th Jan - 13th Jan |
-|Continuous Build, Integration, Testing | Anton Sankov | 14th Jan - 20th Jan | 
-|**Continuous Delivery & Deployment** |  | 21st Jan - 27th Jan |
-|**Runtime Defence & Monitoring** | | 28th Jan - 3rd Feb |  
-|Secrets Management | Bryan Krausen | 4th Feb - 10th Feb | 
-|Python | Rishab Kumar | 11th Feb - 17th Feb |
-|AWS | Chris Williams | 18th Feb - 24th Feb |
-|OpenShift | Dean Lewis | 25th Feb - 3rd Mar |
-|Databases | Taylor Riggan & Andrew Pruski | 4th Mar - 10th Mar |  
-|Serverless | Kristi Perreault | 11th Mar - 17th  Mar |   
-|Service Mesh | Marino Wijay | 18th Mar - 24th Mar |
-|Engineering for Day 2 Ops | Alistair Hey | 25th Mar - 31st Mar |
+| Topic                                  | Author                              | Date                |
+| -------------------------------------- | ----------------------------------- | ------------------- |
+| DevSecOps                              | Michael Cade                        | 1st Jan - 6th Jan   |
+| Secure Coding                          | Prateek Jain                        | 7th Jan - 13th Jan  |
+| Continuous Build, Integration, Testing | Anton Sankov and Svetlomir Balevski | 14th Jan - 20th Jan |
+| Continuous Delivery & Deployment       | Anton Sankov                        | 21st Jan - 27th Jan |
+| **Runtime Defence & Monitoring**       |                                     | 28th Jan - 3rd Feb  |
+| Secrets Management                     | Bryan Krausen                       | 4th Feb - 10th Feb  |
+| Python                                 | Rishab Kumar                        | 11th Feb - 17th Feb |
+| AWS                                    | Chris Williams                      | 18th Feb - 24th Feb |
+| OpenShift                              | Dean Lewis                          | 25th Feb - 3rd Mar  |
+| Databases                              | Taylor Riggan & Andrew Pruski       | 4th Mar - 10th Mar  |
+| Serverless                             | Kristi Perreault                    | 11th Mar - 17th Mar |
+| Service Mesh                           | Marino Wijay                        | 18th Mar - 24th Mar |
+| Engineering for Day 2 Ops              | Alistair Hey                        | 25th Mar - 31st Mar |
 
-- **Continuous Delivery & Deployment (Sign, Image Repo scan, Systems, Containers, Network Vulnerability scan)**
 - **Runtime Defence & Monitoring (RASP, Pen Testing)**
 
 ## Progress
 
 - [] ♾️ 1 > [2022 Reflection & Welcome 2023](2023/day01.md)
 
-### DevSecOps 
+### DevSecOps
 
 - [] ♾️ 2 > [The Big Picture: DevSecOps](2023/day02.md)
 - [] ♾️ 3 > [Think like an Attacker](2023/day03.md)
@@ -47,7 +46,7 @@ Or contact us via Twitter, my handle is [@MichaelCade1](https://twitter.com/Mich
 - [] ♾️ 5 > [OpenSource Security](2023/day05.md)
 - [] ♾️ 6 > [Hands-On: Building a weak app](2023/day06.md)
 
-### Secure Coding 
+### Secure Coding
 
 - [] ⌨️ 7 > [](2023/day07.md)
 - [] ⌨️ 8 > [](2023/day08.md)
@@ -166,4 +165,3 @@ Or contact us via Twitter, my handle is [@MichaelCade1](https://twitter.com/Mich
 - [] 🗃️ 88 > [](2023/day88.md)
 - [] 🗃️ 89 > [](2023/day89.md)
 - [] 🗃️ 90 > [](2023/day90.md)
-