04 / PUBLICATIONS
Thought in public.
Research, criticism and engineering become part of a wider conversation when published. An editorial archive preserving existing writings and separating genres.

Why Living Colonies and Wooden Hives Must Never Share a Primary Key
Routine spring splits, merges, and requeening move living bee colonies across physical boxes. Box-keyed schemas strand maternal queen lineage on old hardware.

Sandras 70K: Quarantining 19 Canyon GPS Spikes Without Mutating Raw Logs
Steep canyon walls and dense pine canopy inject multipath elevation jumps into raw GNSS traces. Isolating spikes as `SUSPECT` anchors aid-station cutoffs to real physiological effort.

Ending Silent Zero-Coercion: The Five-State Epistemic Data Standard
Defaulting a rain-skipped Varroa wash to '0' fabricates a clean health record out of an unmeasured check. Praksis schemas separate five explicit states of knowledge.

Scoped MCP Bridges & Human Sign-Off: Multi-Agent Speed Without Blind Trust
No language model may grade its own schema migration or hold production write keys. Our 5-node verification pipeline gates every agent diff behind compilers and engineer sign-off.
PUBLICATIONS / DOCUMENTS
Specifications & documents
Systems specifications and research records remain available with their sources.
Unpublished academic work is not listed as a published article.