Architecture

Government Observability Stack

Metrics, logs, traces for state systems with regulator-grade retention.

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Three pillars

Metrics. Throughput, latency, error rates.

Logs. Structured events with PII filtering.

Traces. End-to-end request paths cross-agency.

Government-specific

PII in logs — masked or excluded.

Long retention for regulator audit (>5 years).

Critical service identification. Citizen-facing services first priority.

Regulator-facing reporting. Service availability quarterly.

Public transparency dashboards (limited scope).

Structural elements

Collectors per system.

Pipelines with PII filtering.

Storage tiers (hot/warm/cold).

Unified query layer.

Tuned alerting.

Dashboards per service.

SLI/SLO framework for critical services.

Where it breaks

Each agency its own stack — cross-agency correlation impossible.

PII in plain logs — security incident.

Cost out of control.

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