TL;DR
A May 2026 engineering audit of a 474-site WordPress publishing network found that 80% of output went to 38 sites, while 249 sites received no posts. Thorsten Meyer AI attributed the imbalance to both placement logic in DojoClawAI and content supply skew in Stenvrik, and said it has put a three-part repair in place.
A May 2026 audit of a 474-site WordPress publishing network run by Thorsten Meyer AI found that 80% of posts were landing on just 38 sites, while 249 sites received no posts, exposing a distribution failure that had been hidden by healthy overall publishing totals.
The network is fed by two separate systems, according to Thorsten Meyer AI: Stenvrik, a news-intelligence layer that ingests feeds, scores stories and applies geographic tags; and DojoClawAI, a content engine that rewrites stories in each site’s voice and distributes them across the catalog.
The audit covered 28 days of syndication and bucketed output by site. Thorsten Meyer AI said the top 38 sites, about 8% of the catalog, carried 80% of all posts. The top four sites were all technology titles and each received more than 200 articles a week. At the same time, 249 sites, or 53% of the catalog, received zero posts.
The operator said the problem was not a single bug. Its diagnosis pointed to two separate causes: DojoClawAI’s matching process kept returning the same broad technology sites for technology stories, while Stenvrik’s supply was heavily weighted toward technology and AI content. Thorsten Meyer AI said 53% of supplied content was tech or AI, while only about 13% of the site catalog belonged to that area.
Why It Matters
The finding matters because it shows how automated publishing systems can appear healthy when measured only by volume. In this case, total output did not show that half the network had gone dark or that a small group of sites was carrying most of the publishing load.
For operators of large content networks, the case points to a measurement gap: throughput alone may miss whether content is reaching the intended catalog. It also affects site maintenance, audience development and search exposure, since inactive sites may lose freshness while overloaded sites may receive more posts than readers or editorial plans can support.
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Background
Thorsten Meyer AI framed the event as an engineering note about systems at scale rather than a public product launch. The network consists of 474 WordPress sites, with Stenvrik handling supply and DojoClawAI handling placement and rewriting.
The source material says the obvious explanation would have been to blame the matcher. The audit instead found that placement and supply were out of balance at the same time. A site that never entered DojoClawAI’s candidate pool could not receive posts, while non-technology categories lacked enough live, relevant feed supply to match the shape of the catalog.
The repair described by Thorsten Meyer AI has three parts: new placement controls in DojoClawAI, feed supply changes in Stenvrik and higher scheduler throughput after load controls were added. The operator said the change affects future placement and does not retroactively change the 28-day audit period.
“The throughput graph looked fine. The fix wasn’t one thing — it was two causes and a three-part repair across two decoupled systems.”
— Thorsten Meyer AI engineering note
“Every individual placement was “correct” — the aggregate was a slow-motion failure.”
— Thorsten Meyer AI engineering note
“Supply and placement are genuinely separate concerns.”
— Thorsten Meyer AI engineering note
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What Remains Unclear
The source material does not provide independent verification of the audit figures, and it does not include post-fix performance data across the following weeks. It is also unclear how quickly the 249 dormant sites will begin receiving posts, how much topical ranking quality will change under the new load-based ordering, or whether new feed sources will supply enough non-technology material over time.
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What’s Next
Thorsten Meyer AI said the proof will come from the next weeks of instrumentation. The metrics to watch are whether the 249 dormant sites shrink as a group, whether the top 38 sites stop absorbing most output, and whether the raised daily ceiling of about 280 posts can hold without recreating the same concentration pattern.
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Key Questions
What happened in the publishing network?
A 28-day audit found that 80% of posts went to 38 of 474 WordPress sites, while 249 sites received no posts.
Was this caused by one software bug?
Thorsten Meyer AI said no. It attributed the imbalance to two causes: DojoClawAI’s placement logic concentrated posts on familiar technology sites, and Stenvrik supplied far more tech and AI content than the catalog’s category mix required.
What changes were made?
The operator described new placement controls, including a weekly per-site cap, global recency ordering and a starvation floor. It also reported feed audits, new verified feeds in underused categories and a scheduler increase from five to seven sites per fan-out.
Is the problem fixed?
The change is forward-looking. Thorsten Meyer AI said the next weeks of data will show whether distribution improves and whether dormant sites begin receiving posts.
Source: Thorsten Meyer AI
