content-moderation

An automated content moderation pipeline blocks unsafe media by using a two-verdict ALLOW/BLOCK system across image and text inputs. It acts as a proxy in the publish workflow, evaluating content against policy rules before it reaches users.

The strike system handles repeat policy violations by tracking them via Redis-backed state management. It applies tier-aware enforcement that accumulates strikes, ultimately triggering automated suspension workflows to revoke publishing access.

Yes, you can use Gemini for content moderation by integrating it as the evaluation engine within a media server proxy. This setup processes image and text pipelines while generating real-time auditing logs for policy enforcement.

A circuit breaker in content moderation prevents system overload by halting evaluation during critical failures. Fail-closed error handling activates during these circuit breaks or processing errors, automatically blocking content to ensure platform safety.

You track real-time auditing and moderation state with Redis by using it as the backing data store for strike tracking and enforcement logic. This ensures auditable, persistent records of ALLOW/BLOCK verdicts and user suspensions across the platform.