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Copy and Paste Long Enough and the Architecture Appears

Ever find yourself writing the same code in a different repo? I have. What did you do about it? Maybe your first reaction is to reach for an existing library to do the work for you? Or perhaps you start thinking about the DRY principle and how you need to start optimizing and combining your code. I’m up to 16 different repositories, each containing a tool that I’ve vibe-coded with some help from Claude Code and/or Gemini. Things like: ...

March 27, 2026 · 6 min · Jamal Hansen
AWS Card Clash - Gen AI Battles

AWS Card Clash - Gen AI Battles

Today I joined the AWS Card Clash: Gen AI Battles | S1 E1 | Model Access Showdown on LinkedIn. This session demoed the AWS Card Clash learning game available on AWS SkillBuilder. The session was hosted by Curtis Morton, Jason Cuddy, and Brittany Wolfrom. AWS Card Clash is a fun and engaging card game that pits two players against each other to complete architecture diagrams. Some of the things that I liked about this as a learning activity are: ...

May 7, 2025 · 2 min · Jamal Hansen