Blog
Red Hat Support MCP Server
An MCP server that connects Claude Code to the Red Hat knowledge base, support cases, and security advisories with token-efficient output.
NVIDIA GPU Passthrough on Fedora with dual vendor GPUs
Getting VFIO GPU passthrough working on Fedora 44 with an Intel Arc for display and an NVIDIA RTX 3060 Ti for VM compute.
GPU Cluster Networking on Kubernetes
An architectural deep-dive into how containers get direct GPU-to-network and GPU-to-storage access on Kubernetes with SR-IOV, Multus CNI, GPUDirect, and the full NVIDIA communication stack.
Harness Engineering for AI Agents
The emerging discipline of designing systems that make AI coding agents reliable and productive — context management, architectural constraints, and feedback loops.
Getting Started with Google ADK in Go
A quick walkthrough of building an AI agent in Go using Google's Agent Development Kit with Gemini and tool support.
OpenShift Fake GPU Operator
A Kubernetes operator that simulates NVIDIA GPU resources on OpenShift and Kubernetes clusters, enabling GPU workload development and testing without physical hardware.
Building Kubernetes Operators with Go
A practical guide to building custom Kubernetes operators using the Operator SDK and Go, covering controller patterns, reconciliation loops, and testing strategies.
Ansible Automation Workbench
A web-based UI for managing AWX and Ansible Automation Platform environments, built with Go and React.
Container Security Fundamentals
Essential security practices for container workloads — from image scanning and least-privilege policies to runtime protection and supply chain integrity.
SCARLOG: Self-Consistent Anomaly Reasoning for Logs
A research framework for evaluating log anomaly detection using LLM reasoning, with multi-backend inference and system monitoring.
EDA Hub: Exploratory Data Analysis Playground
A Jupyter-based collection of machine learning and data analysis projects covering image captioning, handwriting analysis, and business analytics.
PrometheusRule Validating Webhook
A Kubernetes admission webhook that enforces required labels on PrometheusRule custom resources in labeled namespaces.
Kubernetes NetworkPolicy Gatekeeper
A validating and mutating webhook for enforcing NetworkPolicy compliance with ACM policy integration.