Practical overview
When it fits
Use Kuberna Labs when an AI-agent project needs to coordinate blockchain-oriented actions across decentralized networks, particularly for cross-chain, DeFi or certification-related workflows.
Who it is for
- Web3 developers building autonomous agents
- Teams creating cross-chain decentralized workflows
- TypeScript developers evaluating an SDK-based agent integration
Documented uses
- Build autonomous agents that perform actions across decentralized networks
- Create an orchestration layer for Web3 workflows
- Explore certification or attestation components using TEE- or zkTLS-related technology
- Develop cross-chain intent execution for decentralized applications
- Expose agent functionality through the identified SDK
Requirements & limits
The project is presented as a public, active repository with an MIT license. The supplied material does not specify pricing or account requirements.
- The framework is TypeScript-based and includes an identified SDK.
- Cross-chain intents are a stated capability, but exact supported networks and implementation steps are not provided.
- TEE and zkTLS components are identified for certification-related work, while detailed integration instructions are not included.
- The project targets Web3 workflows rather than general-purpose agent application development.
- Cloud, server and self-hosted environments are identified in the technical profile.
Check current requirements in the official documentation. Source-based guidance does not mean OpenViST has run or independently tested this project.
Set up and start the Kuberna Labs local app
Install the repository dependencies, configure its backend environment and database, compile contracts, and start the backend and frontend locally.
Before you start
- A local environment with Git, Node.js/npm, and access to the repository.
- Values for DATABASE_URL and JWT_SECRET in the backend environment file.
Steps
Clone the repository with the command below, enter its directory, and run the command below.
git clone https://github.com/kawacukennedy/kuberna-labs.gitnpm installInstall workspace dependencies by running
cd backend && npm install && cd .., then repeat forfrontendandsdk.Copy
backend/.env.exampletobackend/.env, then edit DATABASE_URL and JWT_SECRET.Run
cd backend && npx prisma migrate dev && cd .., followed by the command below.npx hardhat compileStart the backend with
cd backend && npm run dev; in another terminal, start the frontend withcd frontend && npm run dev.
Expected outcome
The README identifies the backend API as running on port 3000 and the frontend on port 3001.
Guide limitations
- The guide does not specify database provisioning beyond noting that
docker-compose upprovides a fully local environment with PostgreSQL pre-configured. - The README does not provide the required environment values or further deployment instructions.
Submit and monitor an agent task using the Kuberna SDK
Use the SDK to create a natural-language agent task and wait for its completion result.
Before you start
- An application with
@kuberna/sdkinstalled usingnpm install @kuberna/sdk. - A Kuberna API key.
Steps
Import
KubernaClientfrom@kuberna/sdk.Create a client with
new KubernaClient({ apiKey: 'your-api-key' }).Call
client.agents.createTaskwith an intent and strategy, such as the README's Base swap example.Call
client.agents.waitForCompletion(task.id)and read the returned certificate.
Expected outcome
The SDK example returns a completion result and accesses its certificate.
Guide limitations
- The README does not explain how to obtain an API key or describe other SDK methods, error handling, or task execution guarantees.
Compare options for Agent orchestration
These projects document a common task and share a project role. This is a source-based comparison, not an execution benchmark or a guarantee of interchangeability.
| Project | Documented purpose | Platform | Access and requirements |
|---|---|---|---|
| Kuberna Labs | Build autonomous agents that perform actions across decentralized networks | Cloud, Self-hosted, Server | The project is presented as a public, active repository with an MIT license. The supplied material does not specify pricing or account requirements. |
| Agenite | Define typed tools with JSON Schema validation and error handling. | CLI | |
| Veldra | Create an agent with a policy, tools, skills, knowledge base and reasoning method. | Self-hosted | The documented deployment is self-hosted and uses a sign-in gate after a first-run administrator account is created. |
Sources & review
Source record details
- Source availability
- Active
- Sources checked
- 3 October 2026
- Original website title
- kawacukennedy/kuberna-labs · Official homepage title · retained in its source language

