WRITING / LEO ZHOU

Making AI tell the truth with data

Notes on visualization agents, harness engineering, and learning in public. Projects, decisions, and experience open to discussion.

3 PUBLIC ESSAYS

Start with these essays

2026-05-28 / 3 MIN READ

How AI changes engineering work from writing every line to designing context, tools, constraints, and evaluation loops.

2026-05-18 / 3 MIN READ

A practical method for turning vague improvement goals into measurable feedback loops for both people and AI agents.

2026-05-25 / 3 MIN READ

Why reliable AI-assisted engineering depends on observable feedback loops, executable checks, and continuously improved context.

Translations pending. Read this column in Chinese.

2026-05-28 / 3 MIN READ
The Future Software Engineer Builds the Harness
How AI changes engineering work from writing every line to designing context, tools, constraints, and evaluation loops.
2026-05-25 / 3 MIN READ
Loop Engineering: Building Feedback Systems for AI Work
Why reliable AI-assisted engineering depends on observable feedback loops, executable checks, and continuously improved context.
2026-05-18 / 3 MIN READ
Evaluation-Driven Deliberate Practice
A practical method for turning vague improvement goals into measurable feedback loops for both people and AI agents.