diff --git a/units/en/unit0/02_onboarding.mdx b/units/en/unit0/02_onboarding.mdx
index 4558aa1a..6a613a74 100644
--- a/units/en/unit0/02_onboarding.mdx
+++ b/units/en/unit0/02_onboarding.mdx
@@ -22,10 +22,14 @@ You can now sign up for our Discord Server. This is where you can **chat with th
 When you join, remember to introduce yourself in `#introduce-yourself` and sign-up for AI Agents channels in `#channels-and-roles`.
 
 We have multiple AI Agents-related channels:
-- `#agents-course`: where we give the latest information about the course.
-- `#smolagents`: where you can discuss and get support with the smolagents library.
+- ⁠`agents-course-announcements` : for the **latest course informations**.
+- `🎓-agents-course-general` : for **general discussions and chitchat**.
+⁠- `agents-course-questions` : to **ask questions and help your classmates**.
+⁠- `agents-course-showcase` :⁠ to **show your best agents** .
 
-<!-- Study groups? -->
+In addition you can check:
+
+- `smolagents`: for **discussion and support with the library**.
 
 If this is your first time using Discord, we wrote a Discord 101 to get the best practices. Check [the next section](03_discord101).
 
diff --git a/units/en/unit0/03_discord101.mdx b/units/en/unit0/03_discord101.mdx
index f7cb2f47..79ce9585 100644
--- a/units/en/unit0/03_discord101.mdx
+++ b/units/en/unit0/03_discord101.mdx
@@ -6,21 +6,42 @@ This guide is designed to help you get started with Discord, a free chat platfor
 
 Join the Hugging Face Community Discord server, which has over 100,000 members, by clicking [here](https://discord.gg/UrrTSsSyjb). It's a great place to connect with others!
 
+## The Agents course on Hugging Face's Discord Community
+
 Starting on Discord can be a bit overwhelming, so here's a quick guide to help you navigate.
 
 When you [sign up for our Discord server](http://hf.co/join/discord), you'll be prompted to choose your interests. Be sure to select **"AI Agents"** to gain access to the AI Agents Category, which includes all the course-related channels. Feel free to explore and join additional channels if you wish! 🚀
-<!-- TODO: Add illustration -->
+
+The HF Community Server hosts a vibrant community with interests in various areas, offering opportunities for learning through paper discussions, events, and more.
 
 After signing up, introduce yourself in the `#introduce-yourself` channel.
 
-<img src="https://huggingface.co/datasets/huggingface-ai-agents-course/course-images/resolve/main/en/unit0/discord2.jpg" alt="Discord"/>
+We created 4 channels for the Agents Course:
+
+- ⁠`agents-course-announcements` : for the **latest course informations**.
+- `🎓-agents-course-general` : for **general discussions and chitcha**t.
+⁠- `agents-course-questions` : to **ask questions and help your classmates**.
+⁠- `agents-course-showcase` :⁠ to **show your best agents** .
+
+In addition you can check:
 
-In the AI Agents category, make sure to sign up for these channels by clicking on 🤖 AI Agents in `role-assignment`:
-- `agents-course`: for the **latest course information**.
 - `smolagents`: for **discussion and support with the library**.
-<!-- TODO: Add channels-->
 
-The HF Community Server hosts a vibrant community with interests in various areas, offering opportunities for learning through paper discussions, events, and more.
+## Tips for using Discord effectively
+
+### How to join a server
+
+If you are less familiar with Discord, you might want to check out this [guide](https://support.discord.com/hc/en-us/articles/360034842871-How-do-I-join-a-Server#h_01FSJF9GT2QJMS2PRAW36WNBS8) on how to join a server.
+
+Here's a quick summary of the steps:
+
+1. Click on the [Invite Link](https://discord.gg/UrrTSsSyjb).
+2. Sign in with your Discord account, or create an account if you don't have one.
+3. Validate that you are not an AI agent!
+4. Setup your nickname and avatar.
+5. Click "Join Server".
+
+### How to use Discord effectively
 
 Here are a few tips for using Discord effectively:
 
@@ -28,4 +49,4 @@ Here are a few tips for using Discord effectively:
 - You can format text using **markdown style**, which is especially useful for writing code. Note that markdown doesn't work as well for links.
 - Consider opening threads for **long conversations** to keep discussions organized.
 
-We hope you find this guide helpful! If you have any questions, feel free to ask us on Discord 🤗.
\ No newline at end of file
+We hope you find this guide helpful! If you have any questions, feel free to ask us on Discord 🤗.