#code

Muckin’ Around: An AI Manifesto

Why start a blog in 2026 anyway...

The Deletion Test

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The Phoenix Architecture

Jan 23, 2026

3

Provenance Is the New Version Control

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The Phoenix Architecture

Jan 12, 2026

5

The System Is the Asset

Why Regeneration Does Not Mean Starting Over

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The Phoenix Architecture

Jan 5, 2026

4

Conceptual Mass and the Compaction Discipline

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The Phoenix Architecture

Jan 2, 2026

4

Evaluations Are the Real Codebase

Why behavior outlives implementations

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The Phoenix Architecture

Dec 29, 2025

5