What do recent developer surveys indicate are the most frustrating bottlenecks when optimizing PostgreSQL performance on cloud hosting platforms
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do recent developer surveys indicate are the most frustrating bottlenecks when optimizing PostgreSQL performance on cloud hosting platforms
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
recent developer surveys PostgreSQL performance optimization cloud databases bottlenecks developers 2025 2026 Google ↗
2025 2026 developer survey PostgreSQL performance bottlenecks cloud hosting database tuning developer experience survey Google ↗
- State of Postgres · datadoghq.com
- Percona Releases 2026 State of Open Source Database · globenewswire.com
- 2025 State of the Database Landscape Report · red-gate.com
- What PostgreSQL Practitioners Actually Complain About · argyronix.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
recent developer surveys PostgreSQL performance optimization cloud databases bottlenecks developers 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2025 2026 developer survey PostgreSQL performance bottlenecks cloud hosting database tuning developer experience survey OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |