From the Blog

Notes on building agentic systems.

Field notes, architectural patterns, and practical lessons from designing AI-driven systems — written by an experienced architect, not a hype cycle.

Featured

Mar 8, 2026·12 min read·Medium

Building Your First MCP Server: A Practical Developer's Guide

From design to production — the patterns that actually work when building a Model Context Protocol server for AI agents.

mcpai-agentsagentic-systemsdeveloper-guide

Oct 2, 2025·10 min read·Medium

OpenClaw: The AI Agent That Burns Through Your API Budget (and How to Fix It)

A deep look at why autonomous agents run up shocking API bills — and the architectural patterns that keep cost predictable without sacrificing capability.

ai-agentscost-optimizationarchitecturellm

Latest

Nov 14, 2025·9 min read·Medium

Spec-Driven Development: From History to Modern AI Workflows

Why the old idea of specification-first development is having a renaissance in the age of AI coding agents — and how to apply it to your own workflow.

spec-driven-developmentai-workflowssoftware-architecture