Software Architecture
Design systems that remain fast, resilient, and understandable as dependencies and traffic grow.
Related guides
Software Architecture guides
A practical framework for SaaS leaders to attribute delivery costs, design availability and tenant isolation, protect origins, and produce evidence for data-residency decisions.
Configure Kubernetes autoscaling with HPA, KEDA, resource requests, queue signals, rollout safeguards, and latency-aware validation for reliable scaling.
A practical framework for Kubernetes capacity planning: demand forecasts, resource requests and headroom, dependency limits, and cluster load testing.
Apply the Twelve-Factor App methodology to modern services with practical guidance for configuration, processes, admin jobs, observability, Kubernetes, latency, and resilient delivery.
Design stateless services on Kubernetes with sound stateless service design and horizontal pod scaling that survive rescheduling, control dependency pressure, and preserve low-latency delivery paths.
Learn dependency resilience patterns for backing services: deadlines, circuit breakers and retries, backpressure, fallbacks, observability, and cloud-native scaling safeguards.
A practical guide to safe container releases: immutable container builds, supply-chain controls, database compatibility, progressive delivery, Kubernetes safeguards, and observability.
Learn how to design, measure, and enforce distributed systems latency budgets, from user journeys and edge caches to services, queues, databases, circuit breakers, and origin protection.
A practical guide to reliable API design: explicit contracts, deadlines, API idempotency, safe caching, API rate limiting, queues, observability, and protected origins.
Use queue-based load leveling to absorb bursts safely with durable acceptance, idempotent workers, backlog SLOs, scaling signals, and edge-to-origin protection.
Design edge compute architecture with provider-neutral edge design: safe cache keys, origin controls, edge state boundaries, observability, and portable patterns.
Plan a global edge architecture with safe DNS and traffic steering, cache and origin design, regional failure tradeoffs, observability, and provider-neutral resilience.
Build agent-navigable repositories with layered instructions, a compact repository map, runnable checks, and durable handoffs that coding agents and reviewers can both trust.
Scale agent-first software delivery with task claims, isolated CI capacity, review-aware queues, deterministic gates, and measured autonomy.