AI Engineering Blog · Page 3

How I Built an AI Assistant That Actually Knows My Work

How I built a RAG-powered AI assistant for my portfolio that answers visitor questions based on real project data — not hallucinations. A look at the architecture, the lessons learned, and why grounded AI beats generic chatbots.

AI Tooling

Cursor vs. Claude Code vs. GitHub Copilot — An Honest Comparison

A fair, experience-based comparison of GitHub Copilot, Cursor, and Claude Code — covering strengths, weaknesses, pricing, and when to use each tool in your daily workflow.

Claude Code
Claude Code for Legacy Code — Refactoring Without Fear
Mar 12, 2026
Read article →
Testing
AI-Driven Testing Strategies That Actually Work
Mar 5, 2026
Read article →
Claude Code
MCP Servers Explained — Extending Claude Code with Custom Tools
Feb 28, 2026
Read article →

This website uses third-party services (Google reCAPTCHA, Calendly) that may set cookies. See our Privacy Policy for details.

AI, code & architecture — from practice.

14 Hours From a Single Prompt: The Steepest Trend in AI History

How I Built an AI Assistant That Actually Knows My Work

Cursor vs. Claude Code vs. GitHub Copilot — An Honest Comparison

Claude Code for Legacy Code — Refactoring Without Fear

AI-Driven Testing Strategies That Actually Work

MCP Servers Explained — Extending Claude Code with Custom Tools