> For the complete documentation index, see [llms.txt](https://docs.kinesis.network/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.kinesis.network/blog.md). # Blog - [PyTorch with WireGuard](https://docs.kinesis.network/blog/pytorch-with-wireguard.md): How Kinesis supports PyTorch DDP? - [Why Compute Should Work Like Power on Tap](https://docs.kinesis.network/blog/why-compute-should-work-like-power-on-tap.md) - [Enable WireGuard on NVIDIA Jetson](https://docs.kinesis.network/blog/enable-wireguard-on-nvidia-jetson.md) - [Reaching out to home computers](https://docs.kinesis.network/blog/reaching-out-to-home-computers.md) - [Another day of debugging](https://docs.kinesis.network/blog/another-day-of-debugging.md) - [Biotech Is Ready to Save Lives. But Compute Is Holding It Back.](https://docs.kinesis.network/blog/biotech-is-ready-to-save-lives.-but-compute-is-holding-it-back..md) - [DeepSeek & AI Compute: Disruption or Evolution?](https://docs.kinesis.network/blog/deepseek-and-ai-compute-disruption-or-evolution.md) - [IEEE: The AI Boom Is Giving Rise to "GPU-as-a-Service](https://docs.kinesis.network/blog/ieee-the-ai-boom-is-giving-rise-to-gpu-as-a-service.md): The industry harvests idle compute for AI startups that need it - [Kinesis Network and Multiverse Computing Unite to Redefine AI Optimization](https://docs.kinesis.network/blog/kinesis-network-and-multiverse-computing-unite-to-redefine-ai-optimization.md) - [The Fundamentals of Web3: Revolutionizing the Internet with Ownership and Community](https://docs.kinesis.network/blog/the-fundamentals-of-web3-revolutionizing-the-internet-with-ownership-and-community.md) - [Kinesis Network Saves Costs](https://docs.kinesis.network/blog/kinesis-network-saves-costs.md) - [Powerlifting with Kinesis Network](https://docs.kinesis.network/blog/powerlifting-with-kinesis-network.md) --- # Agent Instructions This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com. ## 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, and the optional `goal` query parameter: ``` GET https://docs.kinesis.network/blog.md?ask=&goal= ``` `ask` is the immediate question: it should be specific, self-contained, and written in natural language. `goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal. 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.