OpenVINO: Deploy Faster AI on Intel Hardware
A comprehensive guide to Intel's OpenVINO toolkit — model conversion, quantization, GenAI pipelines, and production deployment in 2026.
Orchestrator Building reliable, observable, and automated systems.
I write about engineering decisions, automation, infrastructure, and the projects I build.
Recent Blog Posts
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MCP Inspector: Debug Your MCP Servers Like a Pro
A complete guide to using MCP Inspector — the official visual debugging tool for testing Model Context Protocol servers, covering setup, features, CLI mode, and security.
CUDA vs ROCm vs Vulkan vs Metal: GPU Compute in 2026
A deep technical comparison of the four major GPU compute platforms—when to use each, their trade-offs, ecosystem maturity, and what 2025–2026 has changed.
Featured Projects
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Rosmarium COS: AI-Native Content Orchestration System
An open-source, polyglot headless COS featuring automated GraphQL APIs, Webhooks, Knowledge Graphs, and built-in AI pipelines.
Octo: Intelligent Distributed HTTP Monitoring
A lightweight, high-performance monitoring system built with Go, React, and TimescaleDB.