Blog Posts | Joshua Berkowitz

7 Articles

2025 × Kubernetes ×

Unleashing Enterprise AI: The Power of Signal-Decision Routing

Modern AI systems face escalating complexity when routing user queries to the right models and workflows. Standard classification-based approaches, like the old vLLM Semantic Router, struggle to keep ...

AI architecture compliance decision logic enterprise AI Kubernetes plugin orchestration semantic routing signal extraction

Nov 19, 2025

0 1661

News

How Agent Sandbox and GKE Pod Snapshots Are Shaping Secure Agentic AI on Kubernetes

AI agents are rapidly evolving, shifting from simple question-answering tools to autonomous systems capable of executing intricate, multi-step tasks. As organizations adopt agentic AI, they encounter ...

agentic AI AI agents GKE Kubernetes pod snapshots sandboxing security

Nov 15, 2025

0 11198

News

Envoy AI Gateway Ushers in a New Era with MCP Integration

AI workloads are evolving fast, and Envoy AI Gateway’s integration of the Model Context Protocol (MCP) is a major leap for organizations leveraging modern, production-scale AI systems. Jointly develop...

AI agents Envoy Gateway gateway security Kubernetes MCP OAuth open standards tool routing

Oct 6, 2025

0 18942

News

Smarter LLMs: How the vLLM Semantic Router Delivers Fast, Efficient Inference

Large language models are evolving rapidly. Instead of simply increasing their size, innovators now focus on maximizing efficiency, reducing latency, and assigning compute resources according to query...

enterprise AI Kubernetes latency optimization LLM inference model efficiency open source AI semantic routing

Sep 17, 2025

0 53339

News

The Model Context Protocol Registry: Building the Backbone for AI Server Discovery

The Model Context Protocol Registry is an open, standards-driven catalog and API for MCP servers. If you are building or running AI tools that speak MCP, the registry is the connective tissue that tur...

AI registry API DevOps Enterprise Go Kubernetes MCP Open source Package validation Subregistries

Sep 9, 2025

0 50347

Github Repos

Trivy, Unpacked: One Scanner For Containers, Code, And Clusters

Security tooling often splinters by surface area: one product for containers, another for code, another for Kubernetes. Trivy takes the opposite approach. It is a single, open-source scanner that unde...

container security CVE Kubernetes SBOM supply chain trivy

Aug 24, 2025

0 6325

Github Repos

Docker Compose Provider Services Are Streamlining Development

For years, Docker Compose has been a staple for developers wanting to spin up multi-container environments locally. Now, with the addition of provider services in Docker Compose v2.36.0 the evolution ...

cloud integration Compose devops Docker Kubernetes plugins provider services

Jul 12, 2025

0 2893

News

Our latest content

Check out what's new !

See all

Ads

Prompt Maker Image Generator

Struggling with the perfect AI image prompt? My free app helps you generate brilliant ideas and instantly creates an image to match. Go from concept to creation in two clicks!

Most Popular Articles

Check out what the hot topics are!

See all

Every shirt tells a story—and every story

#ClothingForACause