What are autonomous agents?
Autonomous agents are AI systems that perform defined tasks within workflows without requiring human approval at every step. They can investigate, retrieve, analyze, classify, hypothesize, execute tools, test results, and trigger downstream workflows.
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
- Execute tools
- Test results
- Monitor system states
- Trigger downstream workflows
- Record outputs and continue to the next stage
VLTHRLAB's Agent Model
VLTHRLAB agents are domain-specific, not general-purpose. They are working components inside larger systems, not chatbots. The model is: Domain → Project → Workflow → Agent → Skill → Tool → Evidence → Output → Next Agent.
Evidence
VERIFIED
VLTHRLAB builds domain-specific agents
Source: vlthrlab.app/agents.html
Source: vlthrlab.app/agents.html