AWS has increased Amazon CloudWatch Logs Insights query result limits from 10,000 to 100,000 rows and added pagination support for its GetQueryResults API to help developers and site reliability engineers (SREs) troubleshoot and debug large-scale distributed applications more efficiently.

The update to the monitoring and observability service, according to an AWS blog post, will reduce the need to repeatedly split queries into smaller time windows during incident investigations, debugging, and operational audits across enterprise environments.

Analysts see sound operational reasoning behind the move.

“The old 10,000-row CloudWatch limit was a real problem for large distributed systems. During outages, SRE teams often had to rerun the same query across multiple small time windows and manually combine results. Automated monitoring and compliance pipelines also needed extra custom logic, making systems more complex and fragile,” said Pareekh Jain, principal analyst at Pareekh Consulting.

“The new 100,000-result limit makes investigations much easier. Teams can now analyze larger incidents in a single query, reducing manual effort and speeding up troubleshooting. Dashboards, exports, and pattern analysis also work on more complete data,” Jain noted.