Twelve Factor Apps

Apply the Twelve-Factor App methodology to modern services with practical guidance for configuration, processes, observability, Kubernetes, latency, and resilient delivery.

Design stateless Kubernetes services that survive rescheduling, scale without losing work, control dependency pressure, and preserve low-latency delivery paths.

Manage cloud-native configuration and secrets with typed contracts, least privilege, rotation, Kubernetes safeguards, and operational visibility without leaking credentials.

Build resilient service dependencies with deadlines, bounded retries, circuit breakers, backpressure, observability, and cloud-native scaling safeguards.

Release containerized services safely with immutable artifacts, supply-chain controls, database compatibility, progressive delivery, Kubernetes safeguards, and observability.