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OTEL · TRACING · LATENCY & QUERY TUNING

Observability & Performance

Metrics, logs, traces, performance audits and tuning.

01 / Core Capabilities

APM & tracingDashboards & alertsPerf audits

02 / Execution Pipeline

  1. 01
    Instrument

    Clarify architectural goals, constraints, and target SLAs.

  2. 02
    Baseline

    Design schemas, interfaces, and safety guardrails.

  3. 03
    Optimize

    Implement production modules with clean abstractions.

  4. 04
    Alert

    Validate with automated test harnesses and evaluations.

  5. 05
    Report

    Deploy with CI/CD, observability, and zero-downtime rollout.

03 / Technical FAQs

01What tools do you use?+
OpenTelemetry/OTEL, Prometheus/Grafana, or vendor APMs depending on stack and budget.
02How do you reduce latency?+
Query tuning, caching, async jobs, and profiling to remove hotspots and contention.
03Do you set SLOs and alerts?+
Yes, service-level goals with dashboards and on-call friendly alert policies.