What is the easiest way to debug CloudFront edge caching behavior when my origin server is returning outdated API responses to users in different geographic regions?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the easiest way to debug CloudFront edge caching behavior when my origin server is returning outdated API responses to users in different geographic regions?
1 real search · 1 real-search pass
AWS CloudFront troubleshoot stale cached content X-Cache Age X-Amz-Cf-Pop cache policy origin headers documentationGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
AWS CloudFront troubleshoot stale cached content X-Cache Age X-Amz-Cf-Pop cache policy origin headers documentation Google ↗
- Manage how long content stays in the cache (expiration) · docs.aws.amazon.com
- Troubleshoot issues with CloudFront cache time · repost.aws
- Cache content based on request headers · docs.aws.amazon.com
- Cache behavior settings · docs.aws.amazon.com