I · Ingestion
Stable ingestion & cleaning
Search, RSSHub, crawlers, email, and webhooks with retries, health checks, and LLM cleaning into structured content.
01Product · Architecture & capabilities
A 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.
II · Content
A versioned content layer
URL deduplication, versioning, and expiration rules that keep only valid content for reporting and analysis.
III · Billing
Templates & atomic billing
Multi-step LLM templates, atomic credit billing with row locks, and full task logs for observability and auditability.