Harness Engineering — A Practical Guide to Safe AI Agent Operations#

2026-04-04

Why I Wrote This#

I actively use AI agents (Cursor, Claude Code, etc.) across multiple projects. At first, having an agent write code was impressive enough on its own. But as I integrated them more deeply into real projects, I kept running into recurring problems.

• Every time I open a new session, the agent forgets the project conventions
• It repeats the same mistakes today that we already solved yesterday
• The quality of agent-generated code fluctuates wildly between sessions
• When managing multiple projects, I have to repeat the same setup for each one

The root cause of these problems wasn’t a lack of agent intelligence — it was that the environment surrounding the agent was not properly set up. As 2026 arrived, this concern spread across the industry and began to be systematized under the name “harness engineering.”

I Decided to Call Them Harness Skills — Breaking the Illusion of Doing Well and Opening Up My Harness#

2026-06-08

Facing Things Without a Name#

When I first saw something called LLM Wiki, and then GStack, the first thing that came to mind was surprisingly: “What should I even call these?”

It was clear that both were means for handling AI agents better. From the perspective of harness engineering — the discipline of designing infrastructure to operate AI agents safely and reliably, which I covered in an earlier piece — these were obviously “tools you reach for when building a harness.”

LLM Wiki, Opened Up — The ‘Automatic Memory’ Myth and a Schema That’s Just a Few Lines#

2026-06-28

In my previous post, I Decided to Call Them Harness Skills, I resolved to open the door I’d kept shut and examine external, battle-tested patterns one by one. I wrote that I’d start absorbing the least invasive ones first. The very first target was LLM Wiki. This post is the actual follow-through on that resolution. I applied something I only knew conceptually to a real repository, and in the process I corrected two misconceptions.