Ingestion Agent Discovery Swarm
Runs scheduled discovery and verification jobs with retries and source health tracking.
crawl budgetschallenge classificationjob retry limits
Agent Compatibility
Agent roles are explicitly scoped with owners and guardrails to keep automation safe, auditable, and reversible.
Quality Gate Agent Quality Swarm
Applies validation rules and quarantines low-trust event records before canonical promotion.
reject reason taxonomyquarantine audit logsmanual reprocess hooks
Editorial Agent Editorial Swarm
Drafts and QA-checks guidance/reviews under risk-based human publishing policy.
review checklistrisk-tier gateapproval-required for high-risk
Ranking Agent Search Swarm
Monitors ranking quality, detects regressions, and proposes tuning changes.
non-breaking changesA/B guardrailsdeterministic tie-breaks
Ops Agent Platform + SRE
Observes run health and latency, opening incidents for blocked sources or degraded APIs.
SLO thresholdsalert escalationrollback-first runbook