From 989a74cfdf3460bdaf24ca4933752612067e2e9d Mon Sep 17 00:00:00 2001
From: Meg528 <71841959+Meg528@users.noreply.github.com>
Date: Fri, 17 Oct 2025 12:05:53 -0600
Subject: [PATCH] Update 30-quick-start.mdx

Editorial review - very minor changes!
---
 docs/30-quick-start.mdx | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/docs/30-quick-start.mdx b/docs/30-quick-start.mdx
index a8153ae..4c9dcd9 100644
--- a/docs/30-quick-start.mdx
+++ b/docs/30-quick-start.mdx
@@ -4,7 +4,7 @@ import TabItem from '@theme/TabItem';
 # 👐 Quick Start
 
 :::tip
-In this lab, we will be using Jupyter Notebooks, which is an interactive Python environment. If you are new to Jupyter Notebooks, use [this](https://mongodb-developer.github.io/vector-search-lab/docs/dev-env/jupyter-notebooks) guide to familiarize yourself with the environment.
+In this lab, we will be using Jupyter Notebooks, which is an interactive Python environment. If you are new to Jupyter Notebooks, use [this guide](https://mongodb-developer.github.io/vector-search-lab/docs/dev-env/jupyter-notebooks) to familiarize yourself with the environment.
 :::
 
 <Tabs groupId="setup options">
@@ -12,7 +12,7 @@ In this lab, we will be using Jupyter Notebooks, which is an interactive Python
 
 Instruqt is a lab platform that provides cloud-based sandboxes which come pre-configured with all the tools you need to run this lab.
 
-**Navigate to the Instruqt lab using [this](http://mdb.link/instruqt-jedee) link.** Fill out the form that appears and click **Submit and access**.
+**Navigate to the Instruqt lab using [this link](http://mdb.link/instruqt-jedee).** Fill out the form that appears and click **Submit and access**.
 
 <Screenshot url="https://play.instruqt.com" src="img/screenshots/20-dev-env/1-dev-env-setup/instruqt/3-submit-form.png" alt="Submit Instruqt form" />
 
@@ -22,7 +22,7 @@ Click **Start** to launch the lab environment.
 
 You should see a screen with a purple progress bar indicating that Instruqt is preparing a sandbox with all the required libraries for this lab and a MongoDB cluster.
 
-Once this is done, you should see a Start button at the bottom right of the screen. Click this to enter the lab.
+Once this is done, you should see a **Start** button at the bottom right of the screen. Click this to enter the lab.
 
 <Screenshot url="https://play.instruqt.com" src="img/screenshots/20-dev-env/1-dev-env-setup/instruqt/5-start-lab.png" alt="Start Instruqt lab" />
 
@@ -30,9 +30,9 @@ Once this is done, you should see a Start button at the bottom right of the scre
 
 <TabItem value="GitHub Codespaces" label="GitHub Codespaces">
 
-1. Sign in to Github, and open this repository: [mdb.link/jedee](https://mdb.link/jedee)
-2. Click on `Code` > Click on `Codespaces` > Click on `Create a Codespace on Main`
-3. ⚠️ **Wait for the Codespace to load completely**
+1. Sign in to GitHub, and open this repository: [mdb.link/jedee](https://mdb.link/jedee).
+2. Click on `Code` > Click on `Codespaces` > Click on `Create a Codespace on Main`.
+3. ⚠️ **Wait for the Codespace to load completely.**
 
 ![Quick start steps 4 to 8](/img/jedee.png)
 
@@ -40,7 +40,7 @@ Once this is done, you should see a Start button at the bottom right of the scre
 
 </Tabs>
 
-### Connect to the MongoDB cluster
+## Connect to the MongoDB cluster
 
 Let's first connect to the MongoDB database that was created for you. This will allow you to view data we import into the cluster later in the lab, directly from the IDE.