diff --git a/README.md b/README.md
index 531a44d..834a605 100644
--- a/README.md
+++ b/README.md
@@ -20,15 +20,14 @@ The server is maintained separately. This repo contains only the egg client.
 
 ## Run an Egg
 
-Clone the repo and use Docker Compose — it pulls the pre-built image from the registry automatically:
+Download the compose file and start it — no building required:
 
 ```bash
-git clone https://git.hexadual.io/rocobo/GCP-Dot.git
-cd GCP-Dot
+curl -O https://git.hexadual.io/rocobo/GCP-Dot/raw/branch/main/docker-compose.yml
 docker compose up -d
 ```
 
-The egg will immediately start sending one trial per second and persist its ID across restarts.
+Docker will pull the pre-built image from the registry automatically. The egg will immediately start sending one trial per second and persist its ID across restarts.
 
 ## Environment Variables
 
@@ -39,25 +38,13 @@ The egg will immediately start sending one trial per second and persist its ID a
 
 The auto-generated ID is derived from a SHA-256 hash stored at `/data/egg_id` — mount a volume there to keep it stable across restarts.
 
-## Project Structure
+## Published Image
 
+The egg image is built and published automatically on every push to `main`:
+
+```bash
+docker pull git.hexadual.io/rocobo/gcp-dot-egg:latest
 ```
-GCP/
-├── egg.py               # Egg client — all logic (~70 lines)
-├── requirements.txt     # requests==2.31.0
-├── Dockerfile
-├── docker-compose.yml
-└── .gitea/workflows/
-    └── docker.yml       # CI: builds and pushes egg image on every push to main
-```
-
-## Published Images
-
-Every push to `main` builds and publishes to the Gitea container registry via Gitea Actions:
-
-| Image | Pull |
-|---|---|
-| Egg | `docker pull git.hexadual.io/rocobo/gcp-dot-egg:latest` |
 
 ## How the Analysis Works