Site Reliability Engineering
Database SRE Services
In short: Database SRE is the application of Site Reliability Engineering to database operations. Rather than reactive DBA work, it manages databases with SLOs and error budgets, three-pillar observability (metrics, logs, traces), blameless postmortems, chaos engineering, and 24/7 on-call — turning database reliability into a measurable, engineered outcome.
Not traditional DBA-as-a-service. We bring Site Reliability Engineering discipline to your database operations — SLOs, error budgets, multi-database observability, blameless postmortems, and 24/7 on-call.
The Practice
What Database SRE Looks Like
Database SLO Management
Define SLOs for query latency, availability, replication lag, and connection pool saturation. Alert on error budget burn rate, not just thresholds.
Multi-Database Observability
Three pillars of observability for every database: Prometheus metrics, Loki/ELK logs, and Jaeger/Tempo distributed traces. Unified Grafana dashboards per database engine.
Incident Response & On-Call
24/7 on-call coverage for your entire database tier. Cross-trained engineers across all 12+ databases. PagerDuty integration, runbooks tied to SLO alerts.
Blameless Postmortems
After any incident that consumes significant error budget: timeline, contributing factors, 5 Whys analysis, and action items with owners and deadlines. Learning documents, not blame.
Chaos Engineering for Databases
Controlled failure injection to validate your database resilience: failover testing, replication lag simulation, connection pool exhaustion, backup recovery drills.
Toil Elimination
Measure and systematically eliminate manual, repetitive database operations. Automate backups, scaling, failover, patching, and security hardening.
Explore SRE Services
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Stop Firefighting. Start Engineering Reliability.
Get a free SRE assessment — we analyze your database operations and show you the path from reactive DBA to proactive SRE.