diff --git a/README.md b/README.md
index b88eeff..968ca46 100644
--- a/README.md
+++ b/README.md
@@ -46,13 +46,13 @@ FuzzForge is **open source**, built to empower security teams, researchers, and
---
-## ⭐ Support the Project
+## Demo - Manual Workflow Setup
-
-
-
+
-If you find FuzzForge useful, please star the repo to support development 🚀
+_Setting up and running security workflows through the interface_
+
+👉 More installation options in the [Documentation](https://docs.fuzzforge.ai).
---
@@ -67,6 +67,16 @@ If you find FuzzForge useful, please star the repo to support development 🚀
---
+## ⭐ Support the Project
+
+
+
+
+
+If you find FuzzForge useful, please star the repo to support development 🚀
+
+---
+
## 🔍 Secret Detection Benchmarks
FuzzForge includes three secret detection workflows benchmarked on a controlled dataset of **32 documented secrets** (12 Easy, 10 Medium, 10 Hard):
@@ -139,7 +149,10 @@ Run your first workflow with **Temporal orchestration** and **automatic file upl
git clone https://github.com/fuzzinglabs/fuzzforge_ai.git
cd fuzzforge_ai
-# 2. Start FuzzForge with Temporal
+# 2. Copy the default LLM env config
+cp volumes/env/.env.example volumes/env/.env
+
+# 3. Start FuzzForge with Temporal
docker compose up -d
```
@@ -164,16 +177,6 @@ ff workflow run security_assessment . # Start workflow - CLI uploads files au
- **Vertical Workers**: Pre-built workers with security toolchains
- **Backend API**: FuzzForge REST API (http://localhost:8000)
-### Manual Workflow Setup
-
-
-
-_Setting up and running security workflows through the interface_
-
-👉 More installation options in the [Documentation](https://docs.fuzzforge.ai).
-
----
-
## AI-Powered Workflow Execution
