pg-collector streams live PostgreSQL telemetry into a 7-dimension state machine that predicts failures, detects query regressions, and answers the 5 questions every DBA asks — automatically.
Is my database healthy?
Single-sentence verdict with confidence level, time-in-state, and 7-dimension breakdown. No interpretation needed.
What changed?
Causal narrative linking state transitions to query regressions, workload shifts, and configuration changes with timestamps.
What will break next?
Ranked risk register with 'days to breach' projections. Vacuum wraparound in 18 days. Connection exhaustion by April 12.
What caused this spike?
Root cause attribution chains: query workload change -> cache eviction -> checkpoint storm -> lock cascade. Automatic cross-dimension correlation.
How is performance trending?
30-day health report with per-dimension trajectories, volatility metrics, week-over-week comparisons, and prediction accuracy tracking.
Top comments (0)