Self-improving loops
Produce and review isn't enough. What separates a loop that converges from one that doesn't is what you do with what you learned.
ai agents workflow engineering
Thoughts on software engineering, AI, and building things the hard way.
Produce and review isn't enough. What separates a loop that converges from one that doesn't is what you do with what you learned.
Why doing things by hand still counts.
My current workflow with Linear, Cursor CLI, and Obsidian. A live article, updated as the flow changes.
Shipping faster doesn't feel the same as knowing more.
What I took away from Tropical Rails 2025.
Post Champions League reflection