> For the complete documentation index, see [llms.txt](https://bioverge-os.gitbook.io/bios-documentation/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://bioverge-os.gitbook.io/bios-documentation/usdbios-ecosystem/developer-first-toolkits-and-apis.md).

# Developer-First Toolkits & APIs

### **Developer-First Toolkits & APIs**

#### **Build Bio-Robotic Apps Like DeFi Protocols**

$BIOS is designed for **rapid, permissionless innovation** with:

* **$BIOS SDK** – Plug-and-play modules for integrating robotics with blockchain.
* **Bio-Linux Kernel** – A real-time OS optimized for organic hardware.
* **Simulation Marketplace** – Tokenized datasets (e.g., human tissue models, plant biomechanics).

**For Developers:**

* **AI researchers** can train models on open biological datasets.
* **Robotics engineers** can prototype bio-hybrid drones in simulation.
* **Biotech startups** can launch tokenized R\&D projects.