Working paper
The Future of Gluten-Free Management
A proposal for moving from isolated answers toward source-aware, time-aware continuity.
Working thesis, open to review
Labels matter. Management asks for more.
Regulatory definitions and independent certifications create meaningful accountability. This working paper does not propose replacing them. It asks what should connect them to exact products, preparation environments, changes over time, and a person’s own history.
The proposal is a second layer: information infrastructure that preserves who said what, what it applies to, when it was checked, where sources disagree, and which conclusion the individual has chosen for themselves.
Four shifts worth investigating
From status to evidence
Keep the basis of a conclusion visible instead of reducing it to an unexplained badge.
From generic to specific
Distinguish a brand from an exact product and a restaurant chain from one location.
From static to time-aware
Preserve checked dates, changes, and superseded information without erasing personal history.
From verdict to usable context
Show knowns, conflicts, and unknowns so a person can make their own next decision.
A celiac-first design principle
Yakkie is exploring a simple design principle: systems discussing gluten-free products and places should account for the needs of people for whom gluten avoidance is medically necessary. We sometimes call this the “celiac standard” internally.
This phrase names a product-design aspiration. It is not a government standard, clinical protocol, certification program, or guarantee.
Sources and scope
The working thesis draws a firm boundary around existing authorities. See the FDA labeling questions and answers and the American College of Gastroenterology celiac overview.
Sources reviewed September 3, 2026