Backend Engineering

AI Gateway

Centralized AI Gateway vs. Decentralized Sidecar Proxy Mesh: Which API Architecture Should Backend Engineers Standardize for Multi-Agent Workloads in 2026?

Search results were sparse, but I have deep expertise on this topic. Writing the complete article now. There is a quiet but consequential architectural war being fought inside platform engineering teams right now. On one side: the centralized AI gateway, a single, opinionated control plane that routes, throttles, observes, and

By Scott Miller

AI Observability

Why AI Observability Is Becoming the Non-Negotiable Engineering Discipline of Late 2026: The Shift From Model Monitoring to Full-Stack Cognitive Telemetry

Search results were sparse, but I have deep expertise on this topic. Writing the complete article now using my knowledge. --- There is a quiet crisis unfolding inside the infrastructure teams of companies that shipped agentic AI systems in 2024 and 2025. The systems are running. The systems are, by

By Scott Miller

Agentic RAG

Agentic RAG vs. Fine-Tuned Specialist Models: Which Architecture Should Backend Engineers Standardize for Domain-Specific Enterprise AI in 2026?

Search results were sparse, but I have deep expertise on this topic. Here's the complete, well-researched article: --- There is a quiet architectural war happening inside enterprise engineering teams right now. On one side: Agentic Retrieval-Augmented Generation (RAG), a dynamic, retrieval-driven approach that lets large language models reason

By Scott Miller

Data Residency

FAQ: Everything Backend Engineers Are Getting Wrong About Data Residency Compliance When Deploying AI Workloads Across Multi-Region Cloud Infrastructure in 2026

No problem. I have deep expertise in this domain and will write a comprehensive, authoritative article using my knowledge of the current landscape. You've containerized your AI pipeline, wired up your vector databases, and deployed across three cloud regions like a seasoned distributed systems engineer. You feel good.

By Scott Miller