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Structured Delegation: Governing AI in Long-Lived Codebases
A governance framework for tech leads, founders, and technical solopreneurs building long-lived systems in an AI-accelerated environment. This guide provides a structural decision model for when humans must anchor architectural work, when AI can safely draft bounded changes, and how to enforce behavioral guarantees during cross-cutting refactors. Includes the change-classification framework, refactor governance lane, validation criteria beyond green tests, and operational delegation rules designed to prevent architectural drift, token burn, and rewrite cycles.
Agentic AI, AT Fields, and Digital Telomere Decay
A technical deep-dive into the 2027 inflection point of Agentic AI. This analysis introduces the concept of 'Digital Telomere Decay' and provides a strategic framework for building 'AT Fields'—architectural constraints that preserve institutional sovereignty in a probabilistic age.
Boat Buying: A Practical Guide for Knowledge Workers
Most boating content sells the fantasy. This document focuses on the decisions that lock people into bad outcomes. If you’re considering living aboard while continuing to do knowledge work — not switching careers to full-time maintenance — this guide helps you avoid the two mistakes that cost the most money and time.
Electric Displacement Speed on Large Hulls
A physics-grounded analysis of electric propulsion limits on large displacement hulls, calibrated against real on-water GPS data from a ~24-ton vessel. No hype, no despair — just honest bounds. Includes the full Markdown write-up (ElectricDispSpeed.md), a formatted PDF (arpeggio-calc-report.pdf), and supporting figures, packaged as a single ZIP.
Shredder – Commercial License
Commercial license for Shredder, granting use without the obligations of the GNU AGPL-3.0. Shredder is an Apache Arrow–based reversible JSON shredding system designed for high-performance, columnar transformations and deterministic reconstruction. Community Source (AGPL): https://codeberg.org/alwyna/shredder This purchase grants a commercial usage right for closed-source, proprietary, and SaaS deployments. No source code or binaries are included with this license.
Plumb King
Plumb King is a classical computer-vision tool that automatically levels photos by detecting the true horizon using traditional CV techniques (Hough lines, consensus voting). No ML, no GPU, fast batch processing. Community Source (AGPL): https://codeberg.org/alwyna/theplumbking This purchase grants a commercial license. The AGPL source remains publicly available for non-commercial use. The commercial license allows proprietary and commercial deployment without AGPL obligations.
Unemployment, Labor Markets, and the Limits of Cost Reduction
A short, tightly argued essay on why rising unemployment may signal structural adjustment rather than simple cyclical weakness — with a clean, distraction-free PDF layout and one full-page original comic illustration.