Sovereign AI engineering, architectures held in production, assumed technical decisions. Written by those who design them.
How we evaluate and deploy GPT-4 Turbo, Claude 3.5, and Gemini 2.0 in production -- with RAG patterns, agent architectures, and model selection frameworks.
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Why we chose Astro 5 for our own site and client projects -- Content Collections, Islands Architecture, and View Transitions with real Lighthouse results.
Battle-tested serverless patterns from 40+ production deployments -- cold start fixes, idempotency, observability, and cost optimization that actually works.
Zero-downtime Kubernetes deployments in practice -- rolling updates, blue-green cutover, canary releases with Flagger, and GitOps with ArgoCD.
A practical guide to React Compiler, Server Actions, and Partial Prerendering -- with migration patterns and real performance benchmarks from production.