Infrastructure & Reliability

Adds structured logging with trace IDs, Prometheus metrics, OpenTelemetry tracing, and baseline alert rules to any service. Useful for making services observable by default instead of as an afterthought.

Maps all secret usage locations, generates rotation scripts, and produces a zero-downtime rotation checklist per secret type. Useful for addressing the highest-risk operational security gap.

Compares development, staging, and production environment configurations and flags discrepancies in env vars, service versions, feature flags, and secrets. Useful for preventing 'works in staging, breaks in prod' incidents.

Compares declared infrastructure with actual cloud resources and reports drift with severity classification and remediation recommendations. Useful for catching IaC drift before it causes production surprises.

Builds an infrastructure reliability brief for capacity planning brief work, turning capacity, service, or infrastructure telemetry, SLO, scaling, and availability expectations, and recent changes and saturation symptoms into capacity capacity constraint map, planning reliability risk threshold, and brief infrastructure remediation sequence.