# Use Cases

<figure><img src="/files/JYbXgrvLR98mNiRRae6r" alt=""><figcaption></figcaption></figure>

### Blockchain Development

Blockchain projects benefit most from OpenSource's native Web3 integration. Ethereum clients, DeFi protocols, and Layer 2 solutions can ensure sustainable development.

**Benefits for Blockchain Projects:**

* Automatic contributor payments
* Transparent management
* On-chain governance
* Permanent code storage

Critical infrastructure like Geth or OpenZeppelin could fund development transparently. Contributors know their work will be compensated, attracting talent to important projects.

### Security Systems

Security tools that protect the internet often lack funding. OpenSource enables sustainable development of critical security infrastructure.

**Security Project Examples:**

* OpenSSL for encryption
* Fail2ban for intrusion prevention
* ClamAV for antivirus
* Metasploit for penetration testing
* Wireshark for network analysis

Security researchers can earn from finding vulnerabilities and implementing fixes. This creates incentives for proactive security rather than reactive patches.

### Open Source LLMs

AI development becomes truly open when contributors are compensated. Projects building open alternatives to proprietary models can incentivize contributions.

Contributors to projects like LLaMA, BLOOM, or Stable Diffusion could earn tokens for improvements. This accelerates open AI development.

### Scientific Computing

Scientific software often lacks funding despite its importance. OpenSource enables sustainable development of research tools.

**Scientific Projects:**

* NumPy for numerical computing
* SciPy for scientific algorithms
* Jupyter for interactive computing
* Pandas for data analysis
* Matplotlib for visualization

Researchers contributing algorithms or optimizations receive automatic compensation. This ensures scientific tools remain maintained and improved.


---

# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.os.codes/platform-guide-and-applications/use-cases.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
