An agent or a user can produce an output that looks right and isn't. Critic / Linter Agent reviews it against your system's rules and RBAC entitlements — rejecting or correcting anything that hallucinates or violates policy. A firewall agent for AI output.
Before an agent's output reaches a user or a downstream system, Critic / Linter Agent reviews it against a defined rule set — factual claims checked against source data, formatting checked against the required schema.
Beyond factual accuracy, the agent enforces your role-based access rules on every output — blocking a response that would leak data the requesting user isn't entitled to see, even if the underlying agent tried to include it.
Every answer passes through one shared guardrail before it reaches a person or a system.
Flags claims in an output that aren't backed by the data it was supposedly built from.
Blocks or redacts output content the requesting user isn't entitled to see.
Validates that output structure matches what the next step in the pipeline expects.
Every block or correction is logged — a complete audit trail of what was caught and why.