Kubernetes, Helm & Observability

Docker and Kubernetes (Helm v3) deployment of an 8-container pipeline, with structured logging and metrics.

The fixed 8-container pipeline — six Rust services plus hub-api and hub-webui — runs on Docker or Kubernetes with Helm v3 charts.
The data spine is Valkey Streams (TLS + ACL), with PostgreSQL, Valkey, MinIO (S3), and Qdrant as stores.
Every service logs Authentication, Authorization, and Audit (AAA) events in a consistent structured format, with sensitive fields redacted before any log line is written.
Suggested retention: 2 years for AUTH/AUTHZ security logs, 7 years for audit logs in compliance-sensitive deployments, 90 days for system logs.