A practical guide to Kubernetes for AI workloads, focused on what teams actually need for GPUs, model services, queues, scaling, and operations.
How to Add ChatGPT to an Internal Business App
A practical architecture guide for adding ChatGPT-style AI to internal business applications with the right controls and rollout plan.
How to Reduce OpenAI API Costs in Production
A practical guide to lowering OpenAI API costs in production without wrecking quality, reliability, or the user experience.
AI Agent Security Checklist for Enterprise Teams
A practical AI agent security checklist for enterprise teams covering data access, tool permissions, prompt injection, approvals, logs, and evals.
How to Deploy an LLM App on AWS Using Docker and Kubernetes
A practical deployment guide for LLM applications on AWS using Docker, Kubernetes, secrets, autoscaling, observability, and cost controls.
How to Build a Production-Ready RAG Pipeline
Learn how to design a production RAG pipeline with reliable ingestion, strong retrieval quality, permission-aware answers, evals, and monitoring.
RAG vs Fine-Tuning: Which One Should Your AI App Use?
A practical comparison of RAG and fine-tuning for AI applications, including when to use each, how they affect cost, and how to choose safely.
How to Build an AI Agent for a Business Workflow
A practical guide to building an AI agent for a real business workflow, from use case selection and tool access to evals, security, and rollout.
A Definitive Guide to Migrating from Ingress NGINX to Istio (Architect-Grade, 2026)
With the official retirement of the community-supported Ingress NGINX controller on March 31, 2026, the Kubernetes networking landscape has reached a turning point. If your organization is still running Ingress NGINX, you are no longer receiving security patches-leaving your clusters exposed to known vulnerabilities such as CVE-2025-1974 (IngressNightmare). While there are many alternatives, Istio has...