12 MINUTE READ
Build Bulletproof ML Pipelines with Automated Model Versioning
Jesse Williams
COO/CMO
The Jozu Blog
ai - 8 min read
Why IAM and DLP Can't Secure AI Agents
Identity and access management (IAM) and data loss prevention (DLP) weren't built for AI agents. Here's where each fails, and what the missing security layer looks like.
ai - 7 min read
The OWASP Top 10 for Agentic Applications 2026: What It Means for Teams Running Agents in Production
7 min read
Run Qwen3 4B on 60% of a GPU with HAMi and KitOps
Run a Qwen3 4B model on a fractional GPU slice on Kubernetes, with the vLLM server and weights shipped as one signed, reproducible OCI artifact. A walkthrough using Project HAMi for GPU virtualization and KitOps for model packaging.
5 min read
Your AI Maturity Level Is Your Strategy: Brad Micklea on Climbing the Curve Without Getting Burned
10 min read
Why MCP servers and agent skills need an enterprise registry
MCP servers and agent skills change what agents do, yet they spread through copied folders and chat links. Here is why they need a governed enterprise registry, and how KitOps v1.13, Jozu Hub, and Agent Guard deliver one.
ai - 11 min read
Self-Hosted MCP Registry: Why Enterprises Need More Than GitHub Repos and Zip Files
A self-hosted MCP registry gives enterprises a single, signed source for approved MCP servers. Learn what it covers and why GitHub repos are not enough.