AI Orchestra: Claude Code writes SEO column, 3 layers guard quality

AI Orchestra's design starts from a concrete failure it hit on day one: its first column article, published on July 3, 2026, carried raw Markdown symbols like ** into the live page, making it obvious at a glance that AI had written it. The fix was structural — a verification script that runs at the start of the build. Under the site's setup, pushing to main deploys straight to production, so an article that fails the check simply cannot appear. In a similar way, when the company left its title-length standard out of the documentation, each session modeled its title on the previous article, and titles crept longer article by article; the company then wrote the length standard into the documentation and added a machine check. These two episodes are why the article treats rules not as philosophy but as a place to put the things a machine cannot stop.

The three layers are wired together by feeding findings backward. A new notation inconsistency becomes a line in the glossary and in the NG list the verification script checks. A drift caused by a missing rule becomes a written standard value and, if it is machine-checkable, a new verification item. When a review flags an unfounded personal anecdote, the company treats that as a sign the material inventory lacked a usable concrete detail, and returns the topic to the inventory rather than using it in the article. The company splits labor by whether the answer is unique: closed symbols, fixed spellings, and title length go to a script because they give the same result every time, while reading-dependent judgments go to sub-agents, and on the second blog, three sub-agents review publication safety, factual accuracy, and whether first-hand claims are backed by evidence.

What the arrangement hinges on is whether the backward feed actually happens — if a stopped article is merely fixed and published, the same defect will return in the next article, which is the failure mode the company designs against. Whether that discipline holds across sessions is what the reader could reasonably watch for.