Florian Herrengt: Complex Project, Uncertain AI

In a text published on August 12, 2026, Florian Herrengt depicts a team grappling with an overwhelming stack of layers and services that they can no longer keep track of, while the responses generated by an assistant like Claude remain unverifiable. The narrative mentions a bug that has been reported multiple times and corrections assigned to the AI, with no clear success, as well as an unknown data origin.

Unreadable project and lost traceability according to the narrative

Herrengt describes a project whose complexity — multiple layers and services — exceeds the team's ability to explain how it works. When asked, "Where do the data come from?", the feature designer admits ignorance and suggests consulting Claude. The two colleagues then follow a long stream of text generated on the screen without being able to assess its accuracy. The uncertainty about the truthfulness adds to the lack of clear traceability of the data.

Assistants mentioned facing a recurring bug

The scenario opens with users reporting an unusual bug. The team is on its fourth attempt to fix it and seeks the AI's help to resolve the issue. Fable is mentioned as not understanding the problem. Claude, on the other hand, responds confidently, though this assurance does not guarantee a solution.

Context of the statement

These scenes are extracted from a text authored by Florian Herrengt, titled "AI is Eliminating the Middle Class of Software Engineering," published on August 12, 2026, at 3:08 PM. The excerpt is part of a reflection on the challenges of AI applied to software development.