Orvanta Agent
The Orvanta Agent combines two layers:
- CLI control for deterministic, scriptable operations.
- Agent assistance for faster authoring, review, and operational guidance.
Recommended split of responsibilities
Section titled “Recommended split of responsibilities”Use CLI for
Section titled “Use CLI for”- authentication and environment targeting,
- workflow lifecycle commands,
- deployment and promotion,
- run inspection and logs.
Use Agent for
Section titled “Use Agent for”- scaffolding workflows from intent,
- suggesting block/template composition,
- generating test scenarios,
- helping diagnose failed runs.
Developer workflow
Section titled “Developer workflow”- Use agent to draft or refine workflow design.
- Validate generated artifacts in Git.
- Execute deploy/run/log operations through the CLI.
- Feed failures back to the agent for iteration.
This keeps production control deterministic while still benefiting from accelerated development.