Orchestration · Data artifact

Agent Workflow Configuration

Data artifactOrchestrationOrchestration & Toolsarc:AgentWorkflowConfig

A declarative configuration file selecting the LLM, tools, and workflow composing an agent.

Responsibility. Declares the components and settings that compose an agent workflow.

Also known as: YAML workflow config, Kernel configuration, ConfigMap-externalized agent configuration

is written by; is produced byconfiguresconfiguresis read byconfiguresAgent Hyperparameter Optimizer: is written by; is produced byAgent Hyperparameter Opt…Agent Controller: configuresAgent ControllerWorkflow Orchestrator: configuresWorkflow OrchestratorGitOps Reconciler: is read byGitOps ReconcilerService Container: configuresService Container
Direct neighbourhood (hover for relationship types)

Relationships

configures structural

is read by dependency

is written by dependency

is produced by lifecycle

Design guidance

Classification

Patterns
Configuration-driven agent composition
Technologies
NVIDIA NeMo Agent Toolkit (YAML configuration builder)NVIDIA Agent Intelligence (AIQ) toolkit
Quality attributes
Maintainability (ISO/IEC 25010)

Sources

  1. Ch2.5: T. Nguyen, "Semantic Kernel," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 2.5. ISBN: 9798244538229.
  2. Ch4.4: T. Nguyen, "Performance Profiling and Optimization," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 4.4. ISBN: 9798244538229.
  3. Ref1.01: NVIDIA, "NVIDIA NeMo Agent Toolkit overview," NVIDIA NeMo Agent Toolkit Documentation, v1.8. Accessed: Sep. 26, 2026. [Online]. Available: https://docs.nvidia.com/nemo/agent-toolkit/latest/index.html
  4. Ref3.07: NVIDIA, "NeMo-Agent-Toolkit," GitHub repository. Accessed: Sep. 27, 2026. [Online]. Available: https://github.com/NVIDIA/NeMo-Agent-Toolkit