VeigaPunk

The Umwelt-Frontier Orchestrator: Pattern, Mechanism, and Preregistered Adversarial Validation

Abstract

This manuscript consolidates the UFO pattern’s core specification into a two-layer form for workshop-scale review: a pattern layer that specifies claims independent of any substrate, and an evidence layer that catalogs preregistered expectations and probes. The Umwelt-Frontier Orchestrator (UFO) is a multi-agent orchestration pattern built from three structural ingredients: (i) role-specialized agents running over cross-vendor CLI pathways, (ii) strict Pareto dominance as the only admissibility filter, and (iii) no declared terminal target state. The resulting mechanism, exclusion-topology, defines what is inadmissible rather than what is finally “best,” allowing the system to discover productive solutions before declaring completion.

The pattern intentionally limits claims to architectural behavior that does not depend on a particular implementation. A separate one-substrate reference implementati

VeigaPunk

The Self-Actualizing Wiki-LLM | An Acquired Taste

A POC for taste-trained curation and automatic cross-linking.

Over the last few days I built a personal wiki that maintains itself. An agent trained on my taste discovers and compiles new entries on demand and fetches its own source material when it finds something good. A second agent runs after every write, scans the existing corpus for substantive cross-links, and threads them into both the new page and the older ones. It started with three pieces I read: a Karpathy thread on LLMs as knowledge compilers, a Pirsig anthology on quality, and a Gwern essay on what LLMs lack.

This is the build log.

The Dream