跳转到主要内容
The high-code path suits cases that need custom logic, tools, or multi-agent orchestration: you scaffold a project from a template, write the agent code directly, and let the CLI build the image in the cloud and deploy it as a runtime. The loop starts at scaffolding and runs through editing, deploying, invoking, and reading logs, then returns to editing to iterate.
Configure credentials first. deploy is a control-plane operation and requires AK/SK; SSO login currently only covers invoking (invoke) a deployed runtime. See the Authentication section of the Quickstart. For the full guide to writing agent code, see the VeADK 1.0.8 docs.
1

Scaffold a project

Create a project from a built-in template, grouped by language. Run agentkit init -l to list every language and template first.
2

Edit the agent

Modify the scaffolded code to adjust the agent’s instruction, tools, and orchestration logic.
The only hard deploy requirement is that the container listens on 0.0.0.0:8000, the runtime’s readiness probe. Templates satisfy this by default, so you rarely need to change it.
3

Build and deploy

Run the full deploy flow (config → build → apply), building the image in the cloud and creating or updating the runtime.
To inspect or hand-edit agentkit.yaml or the Dockerfile between scaffolding and building, run agentkit deploy config, agentkit deploy build, and agentkit deploy apply separately. See Build & deploy.
4

Invoke the runtime

Call the runtime by name to verify the deployment.
5

Inspect and iterate

Read the logs when the runtime misbehaves; edit the code and redeploy to publish a new version.
To roll back or adjust resources, use the version and update commands: list history with agentkit runtime versions my-agent, publish a specific version with agentkit runtime release my-agent --rev <n>, and change CPU and memory with agentkit runtime update my-agent --cpu-milli 1000 --memory-mb 2048 --auto-release.
When you no longer need the runtime, delete it to free resources:
When you only need configuration and no code, use Using Harness instead.
最后修改于 2026年9月19日