Open Honest Foundation
Structural correctness for software, measurement instruments, and distributed knowledge systems.
You cannot inspect quality into software; you must build it in. The Foundation's standards work where correctness is determined, at construction, not only where failures are caught, at the end.
The systems shaping the world are built by experiments no one outside their makers can reproduce, which is both a knowledge problem and a safety problem. The Foundation exists to produce the controlled, public, falsifiable counterpart: instruments that name their own limits.
Both halves of the work proceed by negation. The research line cannot prove a universal, so it falsifies: it rules out false explanations and names the edge where each instrument stops seeing. The software line cannot enumerate every correct behaviour, so it constrains: it eliminates entire classes of error by making them impossible to construct. Knowledge by ruling out, correctness by ruling out. In the old word for knowing by negation, the method is apophatic: you reach the destination by closing every wrong road.
The Open Honest Foundation conducts pre-registered scientific research on the rigorous measurement and reliable production of verifiable software, develops open educational materials and a practitioner certification program, publishes open technical standards that codify the research, and hosts cross-traditional scholarly convenings on the methodology of empirical inquiry. The three open standards the Foundation governs (Honest Framework, Slop Audit, and MÉTRON) and the platforms that operate them are the means by which the research, education, standards, and certification programs are delivered. They operate in tools and languages teams already use.
The Foundation is small on purpose. Many of its governance rules cannot be changed by any future vote, by any commercial interest, or by the trustees themselves. It exists to keep the standards from being captured, watered down, or pulled away from their mission.
Status. Incorporated in Missouri on 2026-05-05 as a public-benefit nonprofit corporation. Fiscal sponsorship in process with an established public-interest fiscal sponsor. Federal 501(c)(3) recognition pending. The custodial Open Honest Trust (which will hold the trademarks and license them to the Foundation) is in parallel formation.
Mission
Why the Foundation exists: the charitable purpose and the public-interest problem behind it, the gap in rigorous, falsifiable measurement of software quality that its research, standards, and education are built to close.
Epistemology
The cone-of-light discipline the standards share: every instrument reveals what it was built to reveal and is silent beyond its cone, so honest measurement begins by naming that limit.
Frameworks
The three open standards the Foundation hosts: Honest Framework, Slop Audit, and MÉTRON.
Research
The Foundation's pre-registered empirical research and open-access publications on software quality and cross-linguistic AI.
Governance
The Charter, Constitution, Articles of Incorporation, and the documents that govern the Foundation and the open standards it custodians.
Get Involved
How to contribute to the Honest framework, the Slop Audit, MÉTRON, and the Foundation's open standards.