Launch your ML workflow straight from VS Code in just three steps. Begin by installing the Ocean VS Code extension to bring the power of Ocean orchestration into your development setup. Next, prepare your job by indicating the dataset ID, adding your training script, and choosing your compute preferences. Finally, execute the task and oversee the logs in real time, allowing the system to securely handle the full execution process.
This supports VS Code as well as compatible editors including Windsurf, Antigravity, and Cursor.
While the rapid deployment capabilities of vibe coding make it enjoyable, possessing a solid grasp of the underlying system remains essential. We might be moving past the phase of simply coding based on vibes and entering the era of vibe computing.
By utilizing the Ocean VS Code extension, you can centralize your data and algorithms in a single environment. This tool enables you to execute jobs through Ocean Nodes, while the complex orchestration is managed entirely in the background. Since your tasks operate within isolated containers, you receive strictly the final results.
Integrated coordination is the key to making decentralized computing viable. Through Ocean Network orchestration, distinct CPU and GPU providers are transformed into a collective, usable compute network. When you submit a request, the orchestration layer automatically handles the matching of resources, permission checks, task execution, and the return of results. All operations are routed through Ocean Compute-to-Data (C2D). Jobs execute within isolated containers that receive comprehensive monitoring and are immediately dismantled after completion. From the perspective of VS Code, the experience is remarkably straightforward. Give it a try here:
Essentially, these networks enable separate machines to offer their CPU and GPU capabilities for shared use. Workloads are paired with participating peers and processed inside secluded environments so that only the completed results are sent back.
Ocean Network is shifting towards this methodology by combining Ocean Nodes with Ocean Compute to Data, ensuring secure and containerized execution.
Developers have the opportunity to test C2D workflows right now using the Ocean VS Code extension. This tool allows for high-speed iteration because there is no need to transport the raw data itself.
Ocean Nodes provide a decentralized computing solution crafted specifically to support scaling AI/ML workloads. Builders can utilize geographically dispersed computing resources to train, fine-tune, and run their models, completely bypassing the need for centralized cloud providers. Furthermore, through Ocean C2D, your data and algorithms are kept secure within sealed containers. The processing power travels directly to the container to execute the job, ensuring that only the final results are retrieved. This infrastructure enables you to expand operations globally while maintaining a focus on sovereignty.
**Guide: Accessing Free Compute via the Ocean VS Code Extension**
1. **Installation:** Install the extension. 2. **Selection:** Choose a dataset and an algorithm. 3. **Destination:** Select a folder for the output. 4. **Execution:** Click "Start compute job" to utilize 7200 seconds of free compute.
Get started here: https://marketplace.visualstudio.com/items?itemName=OceanProtocol.ocean-protocol-vscode-extension
As AI workloads continue to scale, GPUs are emerging as vital long-term infrastructure assets.
At present, most GPUs are either underutilized or restricted to isolated environments. Decentralized compute networks seek to change that by empowering GPU owners to contribute capacity to shared, geographically distributed systems that drive real AI workloads.
Ocean Nodes will soon make it possible to connect GPUs to such a network, enabling compute to be monetized and utilized wherever it is needed.
If you are interested in how decentralized compute is designed at the infrastructure level, this is worth a look:
Is it possible to streamline AI workloads down to simply writing code, running it, and obtaining results? The answer is yes.
By utilizing the Ocean VS Code Extension, you can draft your code locally, attach a dataset, and select your preferred compute environment. Your job is then packaged and executed as containerized compute on remote Ocean Nodes.
Once complete, you receive the execution logs and final outputs directly in your chosen local folder. That is all there is to it!
GPUs are fast becoming a new asset class. Yet, ownership is only half the equation—the real value is generated by putting them to work.
Ocean Nodes enables GPU owners to monetize idle or underutilized units by running secure, containerized compute jobs for developers building AI products. Workloads run remotely in isolated environments, allowing you to earn rewards for the computing power you supply.
By contributing, you are also helping to construct a sovereign compute layer for AI that is open, distributed, and resilient.
Countless developers waste hours stitching together separate tools just to get work done.
The Ocean VS Code Extension unifies the entire workflow in one place: rent compute, attach data and algorithms, and monitor execution directly from your editor.
As we approach the year 2026, there’s no need for uncertainty in X posts.
The Ocean X Post Generator operates on decentralized computing within the Ocean Network, leveraging Compute-to-Data technology. This ensures that your prompts remain confidential while you experiment with elements that enhance engagement.
Experience it for free👇 https://xgen.oceanprotocol.com/
Imagine being able to transform your concept into a top-notch X post in mere seconds!
This is precisely what the Ocean X Post Generator offers 👉 https://t.co/uB8Lj2rK3I
Simply input a topic, select a vibe, and our custom algorithm—focused on virality—operates on the Ocean Network’s decentralized computing system. It delves into the factors that enhance engagement on X, ultimately crafting a tweet that aligns perfectly with your specifications.
This innovative process is powered by Ocean Compute-to-Data (C2D), which allows for privacy-preserving and verifiable AI execution, all while ensuring a seamless experience for content creators.
Give it a try for free, share your thoughts, and remember to tag us when you rise to become the next X influencer 😉 #OceanX #AI #SocialMedia #Engagement