🤖 hello world

08/06/2026

Posts:

• How LLMs actually work

  A nice walkthrough of how modern transformer-based LLMs work. Advanced math degree not required to follow along.

• A harness for every task: dynamic workflows in Claude Code
  The announcement, why and how of Claude Code’s new “dynamic workflows” feature.

• The Orchestration Tax
  The costs of running many AI agents when your own cognitive bandwidth (judgment, review, merging) remains serial and limited.

Videos:

• PI Architecture EXPLAINED | Agent Loop, Tools, TUI and More
  Deeper dive into how the pi coding agent works under the hood. The author of pi gave a compliment on the accuracy of the content.

• Testing How Much AI Has Improved In 6 Years
  A fun overview putting into perspective the evolutions up to this point, with some cool practical examples.