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README.md

@@ -266,6 +266,18 @@ This LoRA was trained to generate professional travel agency style posters with:
 
 Initially, I planned to use [FLUX.1-Krea-dev](https://huggingface.co/black-forest-labs/FLUX.1-Krea-dev) with my custom LoRA. However, when **[FLUX.2-dev](https://huggingface.co/black-forest-labs/FLUX.2-dev)** was released with significant improvements, I decided to pivot and spent **2 days** deploying it on Modal instead.
 
+### Deep Study: FLUX.2-dev Prompt Engineering for Tourism Posters
+
+I conducted extensive research on FLUX.2-dev's prompt techniques to craft the perfect prompts for professional tourism posters. Key findings:
+
+- **Structured prompt format** - FLUX.2-dev responds best to detailed, well-organized prompts
+- **Style keywords** - Terms like "travel agency poster", "wanderlust aesthetic", "professional marketing" trigger the right visual style
+- **Typography handling** - Specific instructions for bold destination text placement
+- **Composition cues** - Polaroid collages, landmark silhouettes, gradient backgrounds
+- **Color psychology** - Warm tones for beach destinations, cool tones for winter escapes
+
+This prompt engineering research ensures the Poster Agent generates stunning, professional-quality travel posters every time.
+
 I documented the entire deployment process:
 
 📝 **[LinkedIn Post: Deploying Flux MCP on Modal](https://www.linkedin.com/posts/abdallah-issac_mcp-ai-machinelearning-activity-7400147561761697792-TFkL?utm_source=share&utm_medium=member_desktop&rcm=ACoAABflfdMBdk1lkzfz3zMDwvFhp3Iiz_I4vAw)**