Writing

Tagged: AIEngineering

Notes on IT leadership, ERP, Laravel and digital transformation.

16 Oct 2026 · 4 min read

MCP vs API: How Does MCP Work With an API?

MCP (Model Context Protocol) and APIs work together to connect AI applications with external systems. While APIs enable software-to-software communication, MCP provides a standardized way for AI applications to discover and use tools, access data, and execute actions through existing APIs. Learn how MCP and APIs power AI-driven enterprise applications.

AI & Emerging Tech

15 Oct 2026 · 1 min read

Stop using Claude Code like a basic chat terminal

Most developers use Claude Code like a chat window with terminal access. The top 1% use it like an autonomous pairing partner. Here is the 4-step playbook to stop prompt-and-pray coding and start shipping production features safely.

AI & Emerging Tech