Engineering guides, architecture patterns, and production implementations focused on Kubernetes.
Webhooks are at-least-once, unordered and best-effort. Build a durable inbox, version-guarded processor and reconciliation loop that keeps your custom portal converged with vendor data even when deliveries fail.
Per-seat pricing compounds with headcount and annual escalators. Work through a five-year, assumption-explicit cost model of building a custom CRM versus renting one at 250+ users, with PostgreSQL row-level security, Kubernetes, and Keycloak reference architecture.
Build retrieval-augmented generation that never leaves your network. A reference architecture for air-gapped Kubernetes: signed model supply chain, NVIDIA GPU Operator, vLLM serving, pgvector with permission-aware retrieval, and default-deny networking.
Eliminate staging bottlenecks and configuration drift. Architect production-grade ephemeral pull-request preview environments using Kubernetes namespaces, ArgoCD ApplicationSets, Let's Encrypt wildcard TLS, and copy-on-write database branching.
Eliminate static API keys and IP firewalls. Build production Zero-Trust microservice identity meshes using SPIFFE/SPIRE, kernel-level workload attestation, Envoy SDS, and Go Workload API mTLS 1.3.
Eliminate 502 gateway drops and silent state desynchronization: Progressive canary routing, Prometheus P99 latency gates, NGINX Ingress annotations, and automated rollbacks with Flagger.
Our engineering team designs sub-50ms distributed backends, edge AI pipelines, and high-concurrency systems.