LiteLLM

Latest AI news, models and releases from LiteLLM.

Agents 🇨🇳

An Evolutionary Architectural Pattern for Managing the Pace of AI Change

This article, based on the collective insights from InfoQ's certified architect online event participants, explores the AI gateway as an evolutionary architecture seam. It argues that the rapid evolution of AI models, protocols, and failure modes creates a fundamental pace mismatch with enterprise systems, and an AI gateway can isolate this change. The pattern centralizes model routing, security, observability, and audit in a control plane, allowing the rest of the system to remain stable.

OpenAI

Anthropic

Solo.io

Portkey

LiteLLM

InfoQ 中国05.08 · 08:01

Harnesses 🇷🇺

Reference Architecture for Enterprise AI Harness on Kubernetes: Four Layers for Secure Agent Deployment in Production

The article proposes a reference architecture for self-hosted Enterprise AI Harness on Kubernetes, consisting of four functional layers: Input, Agent Loop, Execution, and Identity, Policy & Audit. It aims to address the complexity of deploying AI agents in production by defining clear boundaries between layers, enabling modular replacement of components. The architecture draws from Anthropic's model, CNCF projects, and the MCP ecosystem, emphasizing security, multi-tenancy, and Kubernetes-native deployment.

Anthropic

LiteLLM

Habr — хаб NLP27.07 · 03:04