diff --git a/versioned_docs/version-2024sp/finalproject.md b/versioned_docs/version-2024sp/finalproject.md
index 01fa91821..947aba7d3 100644
--- a/versioned_docs/version-2024sp/finalproject.md
+++ b/versioned_docs/version-2024sp/finalproject.md
@@ -65,7 +65,7 @@ For this milestone, you should have fully functioning prototype with maybe some
 
 **Due: May 4th, 2024 by 11:59 PM**
 Submit your final work! Great job and we're all excited for demo day!!
-**Make sure to fill out this peer review form (TBD) for all members on your team**
+**Make sure to fill out this [Peer review Form](https://forms.gle/yV834xgC4SuRSvEW9) for all members on your team**
 
 #### FINAL PRESENTATION DAY (in-class): May 6th, 2024
 
@@ -90,7 +90,7 @@ Do not push private API keys, Firebase service accounts, or other sensitive info
 Note that firebase configs for the frontend are fine (and **should be**) included in your submission.
 :::
 
-Submit a zip file of your project to CMSX by the deadline!
+Submit a zip file of your project to CMSX and fill out this [Final Project Link](https://forms.gle/DKrJwevzCmtCkNSF9) by the deadline!
 
 ## Optional Extensions
 
@@ -141,7 +141,7 @@ This is subject to change.
   - Each milestone is worth 5% of your grade.
 
 - Peer Review (5%)
-  - Fill out this peer review form (TBD) for all members on your team
+  - Fill out this [Peer Review Form](https://forms.gle/yV834xgC4SuRSvEW9) for all members on your team
 
 ## Tips for Success!
 
diff --git a/versioned_docs/version-2024sp/lecture9.md b/versioned_docs/version-2024sp/lecture9.md
new file mode 100644
index 000000000..5e4dc410a
--- /dev/null
+++ b/versioned_docs/version-2024sp/lecture9.md
@@ -0,0 +1,75 @@
+---
+id: lecture9
+title: Lecture 9
+---
+
+[Lecture Slides](https://docs.google.com/presentation/d/1aAG-3sTxKT90whxWbWZW6mbKD8dv8DdOTa_zyS_ZKk0/edit?usp=sharing)
+
+[Final Project Instructions](finalproject)
+
+# Quick Announcements
+
+- Final Project Demonstration
+  - Monday 5/6 7:30 - 8:45 PM
+  - Location: TBD (We will post announcement on Ed)
+  - Attendance of your whole team is required!
+  - Structure of the demo day:
+    - Each team will be assigned a personal table to demo your project.
+    - You can visit other team's table to learn about other team's projects.
+    - Instructors will visit each table one by one to grade your projects.
+  - Cookies will be provided!
+
+# Containerization Concepts
+
+Containerization allows applications to packaged with their dependencies into standardized units called containers.
+
+**Benefits**
+
+- Portability between environments
+- Ensure consistency
+- Streamline deployment
+
+**Docker** is a popular containerization platform. Key concepts:
+
+- **Images:** Blueprint describing the environment
+- **Containers:** Running instances of images
+- **Dockerfile:** Defines how to build an image
+
+With Docker we can package applications into images that can be run reliably as containers anywhere.
+
+## Docker Setup
+
+To build a Docker image for a Node.js app:
+
+1. Create a Dockerfile
+2. Define base image, copy source code, specify commands
+3. Build image: `docker build`
+4. Run container from image: `docker run`
+
+## Deploying Containers
+
+Platforms like **Fly.io** make it easy to deploy Docker containers.
+
+To deploy on Fly.io:
+
+1. Install flyctl CLI
+2. Sign up and login
+3. Launch app with `flyctl launch`
+4. Deploy updates with `flyctl deploy`
+
+Fly.io handles running containers on their infrastructure.
+
+# Even Further Beyond
+
+Some further technologies:
+
+- Redux, SWR, Axios
+- GraphQL
+- Nest.js
+- Deno
+
+# Final Course Feedback (10% of your Grade)
+
+Let us know your thoughts by filling out [Final Project Feedback Form](https://forms.gle/1xVW4cdW9vfNfSsXA) and [Final Feedback Form](https://forms.gle/X2x1j33xdAgb4MAVA) by **May 6 (11:59PM)**.
+
+Thank you!
diff --git a/versioned_sidebars/version-2024sp-sidebars.json b/versioned_sidebars/version-2024sp-sidebars.json
index 1cd37c4a9..0204af755 100644
--- a/versioned_sidebars/version-2024sp-sidebars.json
+++ b/versioned_sidebars/version-2024sp-sidebars.json
@@ -38,6 +38,10 @@
       {
         "type": "doc",
         "id": "version-2024sp/lecture8"
+      },
+      {
+        "type": "doc",
+        "id": "version-2024sp/lecture9"
       }
     ],
     "Assignments": [