Selected Links

Things worth returning to.

Links are organized by theme so the page reads like a set of shelves: each item has a screenshot, a short note, and the original source.

Systems

Engineering Systems

Writing and references that clarify how real systems evolve, fail, and become maintainable.

Research

AI and Research Practice

Papers, tools, and essays that are useful for thinking about applied machine learning work.

Design

Interface Taste

Interfaces and product details that are worth inspecting for information density, motion, and restraint.