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Tagged articles

model gateway

5 articles · Page 1 of 1
ThinkingAgent
ThinkingAgent
Jul 5, 2026 · Artificial Intelligence

Building L1 AI Infra: Model Gateways, Smart Routing, and High‑Performance Inference Engines

The article presents a comprehensive, production‑ready guide for the L1 layer of AI infrastructure, detailing how model gateways unify calls, intelligent routing selects the optimal model, inference engines maximize GPU throughput, and quantization and KV‑Cache techniques dramatically cut costs while maintaining performance.

AI infrastructureKV CacheLLM routing
0 likes · 25 min read
Building L1 AI Infra: Model Gateways, Smart Routing, and High‑Performance Inference Engines
TechVision Expert Circle
TechVision Expert Circle
Jun 12, 2026 · Artificial Intelligence

Why Enterprises Must Build Their Own AI Operating System

The article explains why simply calling a large‑model API is insufficient for enterprise AI and outlines how a comprehensive AI Operating System—covering model gateways, agent orchestration, security governance, and observability—addresses real‑world engineering, governance, and scalability challenges.

AI Operating SystemEnterprise AIFinOps
0 likes · 11 min read
Why Enterprises Must Build Their Own AI Operating System
AI Programming Lab
AI Programming Lab
Jun 11, 2026 · Artificial Intelligence

The Complete AI Agent Development Stack: A 2026 Roadmap

This article breaks down the full technology stack for production‑ready AI agents in 2026, covering model gateways, orchestration frameworks, tool‑use protocols, memory layers, state‑machine execution, sandboxing, observability, evaluation, and human‑in‑the‑loop safeguards, while highlighting concrete tools, risks, and best‑practice trade‑offs.

AI AgentTool Usememory management
0 likes · 22 min read
The Complete AI Agent Development Stack: A 2026 Roadmap
TechVision Expert Circle
TechVision Expert Circle
May 22, 2026 · Artificial Intelligence

Can Enterprise Architecture Still Matter When Model Vendors Can Cut Off Service Overnight?

The article examines real incidents of sudden model price hikes and API shutdowns, explains why traditional architecture fails to protect against such risks, and proposes a model‑agnostic AI architecture with a unified gateway, prompt management layer, and automated evaluation to ensure seamless model replacement.

AI ArchitectureLLM governancePrompt Engineering
0 likes · 12 min read
Can Enterprise Architecture Still Matter When Model Vendors Can Cut Off Service Overnight?
TechVision Expert Circle
TechVision Expert Circle
Apr 17, 2026 · Artificial Intelligence

Why Traditional System Design Breaks in an AI‑Native Architecture

The article explains how adding a simple /ai endpoint to legacy three‑tier systems quickly leads to unstable latency, runaway costs, and untestable quality, because the core assumptions of deterministic, synchronous, stateless services are invalidated by probabilistic, stateful large‑model workloads.

AI NativeLarge Language Modelsagent orchestration
0 likes · 13 min read
Why Traditional System Design Breaks in an AI‑Native Architecture