Posts tagged “developer-tools”

2 posts found.

March 25, 202613 min read

Building Your First MCP Server: A Backend Engineer's Production Guide

MCP is the protocol connecting AI agents to the real world, but most tutorials stop at hello world. Here is how to build MCP servers that survive production — with auth, error handling, observability, and the patterns I wish existed when I started.

aibackendarchitecturedeveloper-toolspython

March 11, 202616 min read

Turning Code Repos Into Knowledge: Auto-Generating Architecture Docs With AI

I needed my AI assistant to answer architecture questions, but every coding tool I tried understood individual files and failed at the big picture. So I built a system that auto-generates comprehensive architecture documents from code repositories using hybrid AST extraction and LLM synthesis. Here is how it works and what I learned.

aideveloper-toolsarchitectureraggithub