OSS vs SaaS: AI Changes the Calculus in 2026
How maturing LLMs are finally making self-hosted open-source a viable, AI-assisted alternative to costly SaaS subscriptions.
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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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.
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.
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.