Verification-Centric Agents
Definition
An agent checks its work based on verifiable results before completing a task.
Result verification here is part of the agent's workflow: The agent produces a result, checks defined success criteria, and corrects errors or reports open issues. The term describes an architectural principle, not a uniform agent class.
Simply explained
The helper only says it's done after checking whether the result really works.
Why it matters in practice
This reduces completions that rely solely on a convincing self-report from the model.
Example from business
Hypothetical example: A development agent runs the affected function after a change and checks whether the expected output occurs.
Limits and pitfalls
- A check can be faulty or too narrow. The same agent can repeat its own false assumptions during checking.
Origin & history
The pattern combines agent workflows with proven tests and feedback loops.
Use in mid-sized companies
- Define observable completion criteria for each automated task and a way to handle unverifiable results.
Frequently asked questions
Is the agent's statement that everything is correct sufficient?
No, what matters is the traceable verification evidence.
Sources
– Grundlage für prüfbare Agentenabläufe; die Bezeichnung ist beschreibend.
Editorially reviewed on: