Alibaba Cloud Observability

Dec 29, 2025 · Cloud Native

How Alibaba Cloud Log Service Supercharges Dify’s Scaling and Cuts DB Costs

This article examines Dify’s production‑scale bottlenecks caused by heavy PostgreSQL logging, explains why a cloud‑native log service (SLS) better matches the append‑only, high‑throughput nature of workflow logs, and provides a step‑by‑step migration guide that dramatically reduces database pressure, storage cost, and unlocks advanced analytics.