Vystak

Declarative AI agent orchestration

Define your agent once. Deploy to Docker, Azure Container Apps, or any platform — from a single command.

vystak.yaml

name: hello-bot
instructions: You are a friendly assistant.
model:
  name: claude
  provider: { name: anthropic, type: anthropic }
  model_name: claude-sonnet-4-20250514
platform:
  name: docker
  type: docker
  provider: { name: docker, type: docker }
channels:
  - name: api
    type: api
secrets:
  - name: ANTHROPIC_API_KEY

Define once. Deploy anywhere.

The same agent, in YAML or Python.

YAML
Python

name: hello-bot
instructions: You are a friendly assistant.
model:
  name: claude
  provider: { name: anthropic, type: anthropic }
  model_name: claude-sonnet-4-20250514
platform:
  name: docker
  type: docker
  provider: { name: docker, type: docker }
channels:
  - name: api
    type: api
secrets:
  - name: ANTHROPIC_API_KEY

import vystak

anthropic = vystak.Provider(name="anthropic", type="anthropic")
docker = vystak.Provider(name="docker", type="docker")

agent = vystak.Agent(
    name="hello-bot",
    instructions="You are a friendly assistant.",
    model=vystak.Model(
        name="claude",
        provider=anthropic,
        model_name="claude-sonnet-4-20250514",
    ),
    platform=vystak.Platform(name="docker", type="docker", provider=docker),
    channels=[vystak.Channel(name="api", type=vystak.ChannelType.API)],
    secrets=[vystak.Secret(name="ANTHROPIC_API_KEY")],
)