Active Sessions
Workflow Sessions
Knowledge Library
0 recordsSession Timeline
Workspace
Incident Stream
504 errors persist. Isolate resource spikes and lock-wait windows before broad query tuning.
Query Trace
Timeout traces are concentrated in the query pipeline around lock-heavy statements.
Screenshot Evidence
Primary spike appears with sustained retries over a short high-load interval.
Agent Notes
Latency cluster appears after deployment and remains stable until queue backpressure is relieved.
Hypothesis
Long-running SQL queries and memory pressure are likely compounding each other.
Command Output
Query duration measured at 1201ms during peak activity window.
Reference
GCP database configuration guide for lock timeout and pool tuning.
Open Task
Review pool size and lock timeout settings before next release cycle.
Organized Session
Evidence Clusters
- Slow SQL Queries
- System Resource Exhaustion
- 504 Errors and DB Config
Next Steps
- Review and optimize SQL queries
- Add missing indexes to tables
- Monitor and scale database resources
Hypotheses
- Query bottleneck in the DB
- DB resource overload
- Misconfigured database settings
Graph Session Map
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RCA Builder
RCA Draft
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Corrective Actions
Preventive Actions
What Happened Timeline
Database Latency Issue
Open a session to view current state.
Run an assistant action to generate structured help.
Pasted database logs 3m ago
Checking network latency; could still indicate resource exhaustion.