Our production PostgreSQL database is suddenly hitting 100 percent CPU utilization on AWS and we need a performance tuning guide immediately to save our launch today.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Our production PostgreSQL database is suddenly hitting 100 percent CPU utilization on AWS and we need a performance tuning guide immediately to save our launch today.
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
site:docs.aws.amazon.com Amazon RDS PostgreSQL high CPU troubleshooting Performance Insights DB load CloudWatch metrics Google ↗
site:postgresql.org/docs/current monitoring stats pg_stat_activity pg_stat_statements EXPLAIN ANALYZE Google ↗
- AWS RDS Console · console.aws.amazon.com
- AWS CloudWatch · console.aws.amazon.com
- RDS Performance Insights · console.aws.amazon.com
- Official documentation · aws.amazon.com
- Official website · pgbouncer.org
- Initial troubleshooting for common PostgreSQL performance issues in RDS for PostgreSQL · docs.aws.amazon.com
- CPU · docs.aws.amazon.com
- AWS: CloudWatch monitoring · docs.aws.amazon.com
- PostgreSQL: Monitoring statistics · postgresql.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
site:docs.aws.amazon.com Amazon RDS PostgreSQL high CPU troubleshooting Performance Insights DB load CloudWatch metrics OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:postgresql.org/docs/current monitoring stats pg_stat_activity pg_stat_statements EXPLAIN ANALYZE OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |