Autonomous Agents
Autonomous agents are AI systems that perform defined tasks within workflows without requiring human approval at every step. They investigate, reason, execute, validate, and adapt.
How They Work
Each agent is organized around a skill. Each skill belongs to a workflow. Each workflow belongs to a system. The human defines the system, objectives, constraints, and authority. Within those boundaries, the workflow executes autonomously.
What They Can Do
- Investigate and retrieve information
- Analyze evidence and classify conditions
- Generate hypotheses
- Run calculations and execute tools
- Test results and monitor system states
- Trigger downstream workflows
VLTHRLAB's Agent Model
VLTHRLAB agents are domain-specific, not general-purpose. The model: Domain → Project → Workflow → Agent → Skill → Tool → Evidence → Output → Next Agent.