@@ -46,13 +46,13 @@ FuzzForge is **open source**, built to empower security teams, researchers, and
4646
4747---
4848
49- ## ⭐ Support the Project
49+ ## Demo - Manual Workflow Setup
5050
51- <a href =" https://github.com/FuzzingLabs/fuzzforge_ai/stargazers " >
52- <img src =" https://img.shields.io/github/stars/FuzzingLabs/fuzzforge_ai?style=social " alt =" GitHub Stars " >
53- </a >
51+ ![ Manual Workflow Demo] ( docs/static/videos/manual_workflow.gif )
5452
55- If you find FuzzForge useful, please star the repo to support development 🚀
53+ _ Setting up and running security workflows through the interface_
54+
55+ 👉 More installation options in the [ Documentation] ( https://docs.fuzzforge.ai ) .
5656
5757---
5858
@@ -67,6 +67,16 @@ If you find FuzzForge useful, please star the repo to support development 🚀
6767
6868---
6969
70+ ## ⭐ Support the Project
71+
72+ <a href =" https://github.com/FuzzingLabs/fuzzforge_ai/stargazers " >
73+ <img src =" https://img.shields.io/github/stars/FuzzingLabs/fuzzforge_ai?style=social " alt =" GitHub Stars " >
74+ </a >
75+
76+ If you find FuzzForge useful, please star the repo to support development 🚀
77+
78+ ---
79+
7080## 🔍 Secret Detection Benchmarks
7181
7282FuzzForge 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
139149git clone https://github.com/fuzzinglabs/fuzzforge_ai.git
140150cd fuzzforge_ai
141151
142- # 2. Start FuzzForge with Temporal
152+ # 2. Copy the default LLM env config
153+ cp volumes/env/.env.example volumes/env/.env
154+
155+ # 3. Start FuzzForge with Temporal
143156docker compose up -d
144157```
145158
@@ -164,16 +177,6 @@ ff workflow run security_assessment . # Start workflow - CLI uploads files au
164177- ** Vertical Workers** : Pre-built workers with security toolchains
165178- ** Backend API** : FuzzForge REST API (http://localhost:8000 )
166179
167- ### Manual Workflow Setup
168-
169- ![ Manual Workflow Demo] ( docs/static/videos/manual_workflow.gif )
170-
171- _ Setting up and running security workflows through the interface_
172-
173- 👉 More installation options in the [ Documentation] ( https://docs.fuzzforge.ai ) .
174-
175- ---
176-
177180## AI-Powered Workflow Execution
178181
179182![ LLM Workflow Demo] ( docs/static/videos/llm_workflow.gif )
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