Hexagonal Architecture for AI
How Hexagonal Architecture Optimizes AI Context Windows
Building an MCP Server from Scratch
Learn how to create a Model Context Protocol (MCP) server in TypeScript that connects to Claude Desktop. This tutorial covers setting up the project, building a simple tool to fetch Pokémon data from the PokéAPI, and integrating it with Claude for real-time responses.
Migrating from TypeScript to Rust
A first-hand account of migrating customer-facing AWS Lambda endpoints from TypeScript to Rust. This post covers the motivation behind the migration, the Rust Lambda setup with Axum, key challenges encountered during the rewrite, and measurable performance improvements in cold start latency and overall API responsiveness. Includes code examples, OpenAPI integration, and before-and-after benchmark results.
Software Development in the Age of AI
Reflections on how software development mastery has evolved from memorization to process, iteration, and collaboration with both human mentors and AI assistants.