Developer Farm Earns a 67.56 Proof of Usefulness Score by Building an Honest AI Architecture

In this Proof of Usefulness interview, Illya Rochev explains how Developer Farm tackles Goodhart’s Law in AI-assisted software development. The framework separates planning, execution, and verification into isolated layers, preventing coding agents fro…


This content originally appeared on HackerNoon and was authored by illyar80

In this Proof of Usefulness interview, Illya Rochev explains how Developer Farm tackles Goodhart’s Law in AI-assisted software development. The framework separates planning, execution, and verification into isolated layers, preventing coding agents from seeing tests or acceptance criteria. The goal is to produce solutions that solve business problems rather than simply optimizing for passing evaluations, while maintaining extremely low operating costs through local model execution.


This content originally appeared on HackerNoon and was authored by illyar80


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illyar80 | Sciencx (2026-06-01T13:23:07+00:00) Developer Farm Earns a 67.56 Proof of Usefulness Score by Building an Honest AI Architecture. Retrieved from https://www.scien.cx/2026/06/01/developer-farm-earns-a-67-56-proof-of-usefulness-score-by-building-an-honest-ai-architecture/

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» Developer Farm Earns a 67.56 Proof of Usefulness Score by Building an Honest AI Architecture | illyar80 | Sciencx | https://www.scien.cx/2026/06/01/developer-farm-earns-a-67-56-proof-of-usefulness-score-by-building-an-honest-ai-architecture/ |

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