Update README.md

README.md

@@ -1,79 +1,81 @@
 ---
-license: other
-license_name: proprietary
-license_link: LICENSE
+license: other  
+license_name: proprietary  
+license_link: LICENSE  
 ---
 
 <!-- ================= Social Links ================= -->
+<p>
   <a href="https://github.com/jumplander" target="_blank">
-    <img src="https://cdn.jsdelivr.net/gh/simple-icons/simple-icons/icons/github.svg" alt="GitHub" width="30"/>
+    <img src="https://cdn.jsdelivr.net/gh/simple-icons/simple-icons/icons/github.svg" alt="GitHub" width="30" style="margin-right: 10px;"/>
   </a>
-  <a href="https://www.linkedin.com/in/jumplander" target="_blank">
-    <img src="https://cdn.jsdelivr.net/gh/simple-icons/simple-icons/icons/linkedin.svg" alt="LinkedIn" width="30"/>
+  <a href="https://www.linkedin.com/company/jumplander" target="_blank">
+    <img src="https://cdn.jsdelivr.net/gh/simple-icons/simple-icons/icons/linkedin.svg" alt="LinkedIn" width="30" style="margin-right: 10px;"/>
   </a>
   <a href="https://huggingface.co/jumplander" target="_blank">
-    <img src="https://cdn.jsdelivr.net/gh/simple-icons/simple-icons/icons/huggingface.svg" alt="Hugging Face" width="30"/>
+    <img src="https://cdn.jsdelivr.net/gh/simple-icons/simple-icons/icons/huggingface.svg" alt="Hugging Face" width="30" style="margin-right: 10px;"/>
   </a>
   <a href="https://dev.to/jumplander" target="_blank">
     <img src="https://cdn.jsdelivr.net/gh/simple-icons/simple-icons/icons/dev-dot-to.svg" alt="Dev.to" width="30"/>
   </a>
+</p>
 
-<img src="https://jumplander.org/assets/logo.png" width="200" align="center"/>
+<img src="https://jumplander.org/assets/logo.png" width="200"/>
 
-# 🚀 [JumpLander Coder 32B](https://jumplander.org)
+# 🚀 [JumpLander Coder 32B](https://jumplander.org)
 
-**A high-performance, future open-source code-generation LLM, supporting Persian-speaking developers**  
+**A high-performance, future open-source code‑generation LLM, supporting Persian-speaking developers**  
 _This is a documentation-only release; no model weights have been published yet._
 
 ---
 
-## 🌟 [Overview](https://jumplander.org)
+## 🌟 [Overview](https://jumplander.org)  
 JumpLander Coder 32B is designed to deliver:
 
-- [High-quality, executable code generation ⚡](https://jumplander.org)
-- [Multi-file reasoning and refactoring support 🧩](https://jumplander.org)
-- [Architecture-level guidance and security-aware coding 🛡️](https://jumplander.org)
+- [High-quality, executable code generation ⚡](https://jumplander.org)  
+- [Multi-file reasoning and refactoring support 🧩](https://jumplander.org)  
+- [Architecture-level guidance and security-aware coding 🛡️](https://jumplander.org)  
 - [Optimized usage for global developers, including Persian-speaking engineers 🇮🇷](https://jumplander.org)
 
 > ⚠️ Model weights and tokenizer are not released yet. Open-source release is planned in the future.
 
 ---
 
-## 📊 [Current Status](https://jumplander.org)
+## 📊 [Current Status](https://jumplander.org)  
 
 <img src="https://cdn-uploads.huggingface.co/production/uploads/69204763af796f2f22ad9f49/A8r0WUkLpEhDAh7Z8Xajx.jpeg" width="600"/>
 
 - ✔ [Documentation available](https://jumplander.org/docs)  
-- ✔ [Benchmarks (placeholders)](https://jumplander.org/benchmarks)  
+- ✔ [Benchmarks](https://jumplander.org/benchmarks)  
 - ❌ No model weights released yet  
 - 🚀 Future: [Open-source release](https://jumplander.org)
 
 ---
 
-## 🛠️ [Planned Capabilities](https://jumplander.org/features)
+## 🛠️ [Planned Capabilities](https://jumplander.org/features)  
 
-- Full repository code generation and multi-file support  
-- Patch suggestions and automated refactoring  
+- Full repository code generation & multi-file support  
+- Patch suggestions & automated refactoring  
 - Test generation (unit, integration, regression)  
-- Multi-language support: Python, JS/TS, Go, Rust, Java, C/C++, Bash, SQL  
+- **Multi-language support**: Python, JS/TS, Go, Rust, Java, C/C++, Bash, SQL  
 - Long-context reasoning across projects  
 - Developer-friendly integrations (CLI, SDK, IDE extensions)
 
 ---
 
-## 🎯 [Intended Use Cases](https://jumplander.org/use-cases)
+## 🎯 [Intended Use Cases](https://jumplander.org/use-cases)  
 
 - Rapid application scaffolding  
 - Refactoring legacy codebases  
-- Debugging and code architecture inspection  
-- Generating documentation and API specifications  
+- Debugging and code‑architecture inspection  
+- Generating documentation & API specs  
 - Teaching or learning programming with guided examples
 
 > ❌ Not intended for unreviewed use in critical systems or confidential codebases without human review.
 
 ---
 
-## 🗂️ [Repository Structure](https://jumplander.org/repo)
+## 🗂️ [Repository Structure](https://github.com/jumplander-readme)  
 
 - `README.md` — project introduction  
 - `LICENSE` — proprietary license placeholder  
@@ -82,20 +84,20 @@ JumpLander Coder 32B is designed to deliver:
 
 ---
 
-## 💻 [Example Usage (Future API)](https://jumplander.org/docs/api)
+## 💻 [Example Usage (Future API)](https://jumplander.org/docs/api)  
 
 ```python
 from jumplander_sdk import JumplanderClient
 
 client = JumplanderClient(api_key="YOUR_KEY")
 
-# Scaffold a FastAPI app with JWT auth and PostgreSQL integration
-project = client.scaffold(
-    "Create a FastAPI service with JWT auth and PostgreSQL integration",
-    language="python"
-)
+# Scaffold a FastAPI app with JWT auth and PostgreSQL integration  
+project = client.scaffold(  
+    "Create a FastAPI service with JWT auth and PostgreSQL integration",  
+    language="python"  
+)  
 project.save("./generated_app")
 
-# Refactor an existing repository
-patches = client.refactor("./myrepo", intent="improve architecture and modularity")
+# Refactor an existing repository  
+patches = client.refactor("./myrepo", intent="improve architecture and modularity")  
 client.apply_patches(patches)