---
id: "axiom_dt_012"
category: "general"
confidence: HIGH
date: "2026-02-19"
source_file: "deep_think_axioms_2026_02_19.jsonl"
---

# axiom_dt_012

Anti-fragile fleet architecture: the system gains reliability over time as it encounters more edge cases. Legacy automation degrades as the web changes. Vision-based agents are immune to UI changes. More clients = more edge cases discovered = stronger fleet for all.
