What if your AI agent could find a GPU, compare prices, and launch the job itself, without you opening a dashboard or writing a custom integration?
That's now possible with Ocean MCP⬇️
https://x.com/oceanprotocol/status/2080649198761079119?s=46&t=sfyIS0XeZHZd-w68hBLkvw
That's now possible with Ocean MCP⬇️
https://x.com/oceanprotocol/status/2080649198761079119?s=46&t=sfyIS0XeZHZd-w68hBLkvw
X (formerly Twitter)
Ocean Protocol (@oceanprotocol) on X
What if your AI agent could find a GPU, compare prices, and launch the job itself, without you opening a dashboard or writing a custom integration?
That's now possible with Ocean MCP⬇️
https://t.co/qh1364ljzM
That's now possible with Ocean MCP⬇️
https://t.co/qh1364ljzM
The team at @ONcompute asking the question many have been avoiding:
Why own an H200 when you only need it for 37 minutes?
Rent the compute. Ship the model
https://x.com/oceanprotocol/status/2080962042312249407?s=46&t=sfyIS0XeZHZd-w68hBLkvw
Why own an H200 when you only need it for 37 minutes?
Rent the compute. Ship the model
https://x.com/oceanprotocol/status/2080962042312249407?s=46&t=sfyIS0XeZHZd-w68hBLkvw
The hardest part of using an H200 isn't the H200.
It's everything that happens before your code ever runs, and Ocean Network skips most of that.
Launch an NVIDIA H200 in minutes for $2.16/hr on the Ocean Network Dashboard: https://dashboard.oncompute.ai/run-job/environments
https://x.com/oncompute/status/2081756500909805965?s=46&t=sfyIS0XeZHZd-w68hBLkvw
It's everything that happens before your code ever runs, and Ocean Network skips most of that.
Launch an NVIDIA H200 in minutes for $2.16/hr on the Ocean Network Dashboard: https://dashboard.oncompute.ai/run-job/environments
https://x.com/oncompute/status/2081756500909805965?s=46&t=sfyIS0XeZHZd-w68hBLkvw
Ocean Network - Decentralized P2P Compute Network
Run pay-per-use compute jobs on Ocean Network with competitive GPU pricing, editor native workflows, escrow-protected payments, and local outputs.
“I want to fine-tune Llama 3 8B on my dataset. Find me an H200 node and get it running using Ocean MCP."
One prompt, and Ocean MCP finds you a live node with real specs and pricing, no external search required.
Then it walks you through the rest: dataset, fine-tuning approach, and funding, before anything spends.
Get started here: https://docs.oncompute.ai/on-mcp/quickstart
https://x.com/oncompute/status/2082120644700016682?s=46&t=sfyIS0XeZHZd-w68hBLkvw
One prompt, and Ocean MCP finds you a live node with real specs and pricing, no external search required.
Then it walks you through the rest: dataset, fine-tuning approach, and funding, before anything spends.
Get started here: https://docs.oncompute.ai/on-mcp/quickstart
https://x.com/oncompute/status/2082120644700016682?s=46&t=sfyIS0XeZHZd-w68hBLkvw
docs.oncompute.ai
Overview | Ocean Network Docs
Drive compute jobs from any AI agent. The ON MCP server exposes ~80 tools over the Model Context Protocol.
Finding an available H200 at a fair price, without waiting in a queue, is still the hard part
Ocean Network gives you access to idle H200 capacity across providers, so you can launch the GPU that fits your workload and only pay while it runs
From $2.16/hr: https://dashboard.oncompute.ai/run-job/environments
https://x.com/oncompute/status/2082481774362538140?s=46&t=sfyIS0XeZHZd-w68hBLkvw
Ocean Network gives you access to idle H200 capacity across providers, so you can launch the GPU that fits your workload and only pay while it runs
From $2.16/hr: https://dashboard.oncompute.ai/run-job/environments
https://x.com/oncompute/status/2082481774362538140?s=46&t=sfyIS0XeZHZd-w68hBLkvw
Ocean Network - Decentralized P2P Compute Network
Run pay-per-use compute jobs on Ocean Network with competitive GPU pricing, editor native workflows, escrow-protected payments, and local outputs.
Seeing a "Not enough available CPU" error on Ocean Network?
It doesn't mean anything is misconfigured. It simply means the environment you selected is at capacity right now.
The fix is simple:
1. Try another node or environment
2. Switch GPU types if your workload allows
3. Or wait a bit. Capacity becomes available as other jobs finish.
https://x.com/oncompute/status/2082859513338888197?s=46&t=sfyIS0XeZHZd-w68hBLkvw
It doesn't mean anything is misconfigured. It simply means the environment you selected is at capacity right now.
The fix is simple:
1. Try another node or environment
2. Switch GPU types if your workload allows
3. Or wait a bit. Capacity becomes available as other jobs finish.
https://x.com/oncompute/status/2082859513338888197?s=46&t=sfyIS0XeZHZd-w68hBLkvw
X (formerly Twitter)
Ocean Network (@ONcompute) on X
Seeing a "Not enough available CPU" error on Ocean Network?
It doesn't mean anything is misconfigured. It simply means the environment you selected is at capacity right now.
The fix is simple:
1. Try another node or environment
2. Switch GPU types if your…
It doesn't mean anything is misconfigured. It simply means the environment you selected is at capacity right now.
The fix is simple:
1. Try another node or environment
2. Switch GPU types if your…
100 complimentary tokens are ready to claim, and it only takes a couple of minutes.
Once they're in your wallet, put them to use: fine-tune a model, deploy an agent, or kick off a job on an H200.
Grab yours: https://dashboard.oncompute.ai/grant/details
https://x.com/oceanprotocol/status/2083193715187966368?s=46&t=sfyIS0XeZHZd-w68hBLkvw
Once they're in your wallet, put them to use: fine-tune a model, deploy an agent, or kick off a job on an H200.
Grab yours: https://dashboard.oncompute.ai/grant/details
https://x.com/oceanprotocol/status/2083193715187966368?s=46&t=sfyIS0XeZHZd-w68hBLkvw
Ocean Network - Decentralized P2P Compute Network
Run pay-per-use compute jobs on Ocean Network with competitive GPU pricing, editor native workflows, escrow-protected payments, and local outputs.
Run containerized AI workloads straight from your IDE.
Pick an NVIDIA H200 at $2.16/hr from the Ocean Network Dashboard, send the environment straight into Ocean Orchestrator, and launch your compute job without leaving your IDE.
Install Ocean Orchestrator: https://open-vsx.org/extension/OceanProtocol/ocean-protocol-vscode-extension
https://x.com/oncompute/status/2084188971702034876
Pick an NVIDIA H200 at $2.16/hr from the Ocean Network Dashboard, send the environment straight into Ocean Orchestrator, and launch your compute job without leaving your IDE.
Install Ocean Orchestrator: https://open-vsx.org/extension/OceanProtocol/ocean-protocol-vscode-extension
https://x.com/oncompute/status/2084188971702034876
X (formerly Twitter)
Ocean Network (@ONcompute) on X
Run containerized AI workloads straight from your IDE.
Pick an NVIDIA H200 at $2.16/hr from the Ocean Network Dashboard, send the environment straight into Ocean Orchestrator, and launch your compute job without leaving your IDE.
Install Ocean Orchestrator:
Pick an NVIDIA H200 at $2.16/hr from the Ocean Network Dashboard, send the environment straight into Ocean Orchestrator, and launch your compute job without leaving your IDE.
Install Ocean Orchestrator:
The GPU is no longer the product. Compute is.
No engineer wakes up wanting to rent an H200. They wake up wanting embeddings generated, models fine-tuned, datasets processed, and jobs finished.
The GPU is just the means to get there.
That's exactly what on-demand compute on Ocean Network gives you, with NVIDIA H200s starting at $2.16/hr: https://dashboard.oncompute.ai/
https://x.com/ONcompute/status/2084648803362328621
No engineer wakes up wanting to rent an H200. They wake up wanting embeddings generated, models fine-tuned, datasets processed, and jobs finished.
The GPU is just the means to get there.
That's exactly what on-demand compute on Ocean Network gives you, with NVIDIA H200s starting at $2.16/hr: https://dashboard.oncompute.ai/
https://x.com/ONcompute/status/2084648803362328621
Ocean Network - Decentralized P2P Compute Network
Run pay-per-use compute jobs on Ocean Network with competitive GPU pricing, editor native workflows, escrow-protected payments, and local outputs.
We're teaching AI agents to write code. The next step is teaching them to provision compute.
ON MCP lets agents discover compute on Ocean Network, choose an environment, and launch jobs using natural language instead of clicking through cloud dashboards.
Get started: https://docs.oncompute.ai/on-mcp/quickstart
https://x.com/ONcompute/status/2085011695403946247?s=20
ON MCP lets agents discover compute on Ocean Network, choose an environment, and launch jobs using natural language instead of clicking through cloud dashboards.
Get started: https://docs.oncompute.ai/on-mcp/quickstart
https://x.com/ONcompute/status/2085011695403946247?s=20
docs.oncompute.ai
Overview | Ocean Network Docs
Drive compute jobs from any AI agent. The ON MCP server exposes ~80 tools over the Model Context Protocol.
Kimi K2 Distilled 14B isn't asking for a GPU cluster. It's asking you to stop overthinking infrastructure.
An NVIDIA H200 has 141GB of HBM3e, enough for LoRA and QLoRA fine-tuning, and you can rent one on Ocean Network from $2.16/hr.
Train your adapter, export it, shut the GPU down, and move on to the next problem.
That's what pay-per-use compute is supposed to feel like: https://dashboard.oncompute.ai/run-job/environments
https://x.com/ONcompute/status/2085386162659594452?s=20
An NVIDIA H200 has 141GB of HBM3e, enough for LoRA and QLoRA fine-tuning, and you can rent one on Ocean Network from $2.16/hr.
Train your adapter, export it, shut the GPU down, and move on to the next problem.
That's what pay-per-use compute is supposed to feel like: https://dashboard.oncompute.ai/run-job/environments
https://x.com/ONcompute/status/2085386162659594452?s=20
Ocean Network - Decentralized P2P Compute Network
Run pay-per-use compute jobs on Ocean Network with competitive GPU pricing, editor native workflows, escrow-protected payments, and local outputs.
Your GPU wasn't built to admire your desktop wallpaper. It was built to run workloads.
Ocean Network lets you make your compute available on demand while you stay in control of your hardware and earn from it.
Put your GPU to work: https://docs.oncompute.ai/ocean-network-dashboard/ocean-network-incentives-program
https://x.com/oceanprotocol/status/2085402016290132112?s=20
Ocean Network lets you make your compute available on demand while you stay in control of your hardware and earn from it.
Put your GPU to work: https://docs.oncompute.ai/ocean-network-dashboard/ocean-network-incentives-program
https://x.com/oceanprotocol/status/2085402016290132112?s=20
docs.oncompute.ai
Ocean Network Incentives Program | Ocean Network Docs
Ocean Nodes are the backbone of the network. Nodes process compute jobs, index metadata, and store data. Anyone can run a node and earn rewards, through the Incentives Program
Before, AI agents could write your training script.
Today, they can find the compute, launch the job, monitor it, and hand you the results.
The interface is changing from dashboards to conversations.
https://x.com/oceanprotocol/status/2085740711354253780
Today, they can find the compute, launch the job, monitor it, and hand you the results.
The interface is changing from dashboards to conversations.
https://x.com/oceanprotocol/status/2085740711354253780
X (formerly Twitter)
Ocean Protocol (@oceanprotocol) on X
Before, AI agents could write your training script.
Today, they can find the compute, launch the job, monitor it, and hand you the results.
The interface is changing from dashboards to conversations.
Today, they can find the compute, launch the job, monitor it, and hand you the results.
The interface is changing from dashboards to conversations.
Hey anon, before you reserve GPUs, ask yourself:
1️⃣ Did I size my infrastructure correctly? GPU/CPU, RAM, disk space, and time duration.
2️⃣ Am I paying for resources I'll actually use?
3️⃣ Is my workload close to the compute? Keep your code, containers, and datasets near the compute node to minimize startup time and data movement.
A good reservation starts long before you click "Reserve." Ocean Network helps you get it right from the start.
Get started: https://docs.oncompute.ai/ocean-orchestrator/using-ocean-orchestrator-with-ocean-dashboard
https://x.com/ONcompute/status/2086844269629968741
1️⃣ Did I size my infrastructure correctly? GPU/CPU, RAM, disk space, and time duration.
2️⃣ Am I paying for resources I'll actually use?
3️⃣ Is my workload close to the compute? Keep your code, containers, and datasets near the compute node to minimize startup time and data movement.
A good reservation starts long before you click "Reserve." Ocean Network helps you get it right from the start.
Get started: https://docs.oncompute.ai/ocean-orchestrator/using-ocean-orchestrator-with-ocean-dashboard
https://x.com/ONcompute/status/2086844269629968741
docs.oncompute.ai
Using Ocean Orchestrator with Ocean Dashboard | Ocean Network Docs
Seamlessly connect your local development environment (VS Code, Cursor, Windsurf) with the powerful compute resources available on the Ocean Nodes Dashboard.
CEO: "Can we build our own ChatGPT?"
Engineer: "Sure."
Skips the trillion-token pretraining run, reserves an H200 on Ocean Network, fine-tunes Qwen3-8B with LoRA instead.
The smartest engineering decision is usually knowing what not to build
https://x.com/oceanprotocol/status/2087577350007361576?s=20
Engineer: "Sure."
Skips the trillion-token pretraining run, reserves an H200 on Ocean Network, fine-tunes Qwen3-8B with LoRA instead.
The smartest engineering decision is usually knowing what not to build
https://x.com/oceanprotocol/status/2087577350007361576?s=20
X (formerly Twitter)
Ocean Protocol (@oceanprotocol) on X
CEO: "Can we build our own ChatGPT?"
Engineer: "Sure."
Skips the trillion-token pretraining run, reserves an H200 on Ocean Network, fine-tunes Qwen3-8B with LoRA instead.
The smartest engineeri…
Engineer: "Sure."
Skips the trillion-token pretraining run, reserves an H200 on Ocean Network, fine-tunes Qwen3-8B with LoRA instead.
The smartest engineeri…
Cloud computing made developers stop thinking about servers. The next shift makes them stop thinking about GPUs.
@ONcompute started as decentralized compute. It's becoming the layer where you stop renting hardware and start just running models.
Stay tuned 👀
https://x.com/oceanprotocol/status/2087892678159503585?s=46&t=sfyIS0XeZHZd-w68hBLkvw
@ONcompute started as decentralized compute. It's becoming the layer where you stop renting hardware and start just running models.
Stay tuned 👀
https://x.com/oceanprotocol/status/2087892678159503585?s=46&t=sfyIS0XeZHZd-w68hBLkvw
X (formerly Twitter)
Ocean Protocol (@oceanprotocol) on X
Cloud computing made developers stop thinking about servers. The next shift makes them stop thinking about GPUs.
@ONcompute started as decentralized compute. It's becoming the layer where you stop renting hardware and start just running models.
Stay tuned…
@ONcompute started as decentralized compute. It's becoming the layer where you stop renting hardware and start just running models.
Stay tuned…
Just "spin up a GPU" is not a strategy.
Before the workload starts, configure the exact compute you need on Ocean Network: GPU, CPU, RAM, disk, and runtime.
Then bring that environment straight into your IDE with Ocean Orchestrator.
H200s are live at $2.16/hr: https://dashboard.oncompute.ai/run-job/environments
https://x.com/oncompute/status/2088265384331976997?s=46&t=sfyIS0XeZHZd-w68hBLkvw
Before the workload starts, configure the exact compute you need on Ocean Network: GPU, CPU, RAM, disk, and runtime.
Then bring that environment straight into your IDE with Ocean Orchestrator.
H200s are live at $2.16/hr: https://dashboard.oncompute.ai/run-job/environments
https://x.com/oncompute/status/2088265384331976997?s=46&t=sfyIS0XeZHZd-w68hBLkvw
Ocean Network - Decentralized P2P Compute Network
Run pay-per-use compute jobs on Ocean Network with competitive GPU pricing, editor native workflows, escrow-protected payments, and local outputs.
Barry looks tired
Something's been running behind the scenes for a while now, and it's almost ready👀
Stay close⌛️
https://x.com/ONcompute/status/2089390296379392010?s=20
Something's been running behind the scenes for a while now, and it's almost ready👀
Stay close⌛️
https://x.com/ONcompute/status/2089390296379392010?s=20
Reserving an H200 is as easy as ordering a coffee, and at $2.16/hr, it's cheaper too.
Connect the Ocean Network MCP server to your agent and provision GPU compute for your AI training workloads with a single prompt.
Get started here: https://docs.oncompute.ai/on-mcp/quickstart
https://x.com/ONcompute/status/2090014411083653218?s=20
Connect the Ocean Network MCP server to your agent and provision GPU compute for your AI training workloads with a single prompt.
Get started here: https://docs.oncompute.ai/on-mcp/quickstart
https://x.com/ONcompute/status/2090014411083653218?s=20
docs.oncompute.ai
Overview | Ocean Network Docs
Drive compute jobs from any AI agent. The ON MCP server exposes ~80 tools over the Model Context Protocol.
What are you actually using compute for these days?
Anonymous Poll
50%
Fine-tuning / Training
13%
Research / Experiments
25%
Inference in production
50%
Generative workflow
Compute and AI Models🧠
Barry's been keeping them in separate rooms for a while, but not anymore, he's just connecting the two now.
Stay Close🔜
https://x.com/oncompute/status/2091796348005736498
Barry's been keeping them in separate rooms for a while, but not anymore, he's just connecting the two now.
Stay Close🔜
https://x.com/oncompute/status/2091796348005736498
X (formerly Twitter)
Ocean Network (@ONcompute) on X
Compute and AI Models🧠
Barry's been keeping them in separate rooms for a while, but not anymore, he's just connecting the two now.
Stay Close🔜
Barry's been keeping them in separate rooms for a while, but not anymore, he's just connecting the two now.
Stay Close🔜