Resources

Latest Resources

• The Confidence Engine

  March 17, 2026

  LLMs don't make developers smarter. They make developers feel smarter. A GitClear analysis of 211 million lines of code shows quality declining as AI adoption rises. A METR trial found experienced developers were 19 percent slower with AI tools, yet believed they were 20 percent faster. The confidence engine is running. The code is getting worse.

  technology ai

• Finding Our Voice within AI

  January 29, 2026

  Beyond the hype: how constructionist pedagogy can keep students from becoming digital puppets in the age of generative AI.

  education ai skills