The 1st AI Agent Built for CDN Users
IO River Edge Agent
An AI agent which built to do task, give advices and teach
you anything in the Edge space.
Ask me anything about CDN
How to migrate from one CDN to another?
Explain to me my Akamai Billing?
Recommended on CDNs in China
CDN BENEFITS
Trained for any use case
CDN Configuration & Setup
Vendor Comparison & Decision Support
Cost Optimization & Traffic Efficiency
Multi-CDN Steering & Traffic Routing
Video & Streaming Optimization
Reliability, Failover & Incident Response
Security & Access Control
Architecture & Design Questions
ANSWERS
Top Asked Questions?
Why is our CDN cache hit ratio low, and what should I change first?
5,388 queries
Our CDN bill spiked this month — what are the most likely causes?
2,677 queries
Is multi-CDN worth it for our scale, or are we over-engineering?
1,467 queries
Users in one region are seeing high latency — how do I debug this
step by step?
765 queries
What’s the safest way to introduce a second CDN without risking downtime?
710 queries
How should I set TTLs and cache keys for static vs dynamic content?
682 queries
How can we reduce CDN costs without hurting user experience?
651 queries
Why do some requests bypass the CDN and hit the origin?
586 queries
How should we design CDN failover for a live or high-traffic event?
491 queries
Are we at risk of vendor lock-in with our current CDN setup?
489 queries