Observability & Performance
Metrics, logs, traces, performance audits and tuning.
What you get
- APM & tracing
- Dashboards & alerts
- Perf audits
Process
- Instrument
I clarify goals, constraints, and success metrics.
- Baseline
I design the system and guardrails for safety and reliability.
- Optimize
I implement, integrate, and iterate quickly.
- Alert
I test, evaluate, and harden.
- Report
I deploy, monitor, and optimize.
FAQs
What tools do you use?1
OpenTelemetry/OTEL, Prometheus/Grafana, or vendor APMs depending on stack and budget.
How do you reduce latency?2
Query tuning, caching, async jobs, and profiling to remove hotspots and contention.
Do you set SLOs and alerts?3
Yes, service-level goals with dashboards and on-call friendly alert policies.