ProductArchitecture & capabilities
Production-grade content aggregation stack
OctoReport is built for real workloads, not demo dashboards — stable ingestion, AI cleaning, versioned content, and auditable credit billing in one system.
Ingestion & cleaning
Search, RSSHub, crawlers, email, and webhooks with retries, health checks, and LLM cleaning into structured content.
Versioned content layer
URL deduplication, versioning, and expiration rules that keep only valid content for reporting and analysis.
Templates & billing
Multi-step LLM templates, atomic credit billing with row locks, and full task logs for observability and auditability.