AI as Cognitive Infrastructure

Dev.to / 6/18/2026

💬 OpinionSignals & Early TrendsIdeas & Deep Analysis

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Key Points

The author argues that most people misuse AI by treating it like an expensive search engine, where each conversation resets and the system doesn’t learn the user’s context or patterns.
Instead, they propose using AI as “cognitive infrastructure,” a persistent system that accumulates context, assigns defined roles, gates actions appropriately, and actively challenges avoidance.
They describe how a 21-role AI setup built around Claude for their writing helps manage long projects and repeated decision-making more reliably than relying on a single strong model.
The article uses an ND lens, explaining that features like context persistence and offloading tedious, repeatable tasks are especially valuable for users with ADHD and autism.
The framework is intended to extend beyond writing into a wide range of long-arc personal and operational domains, including local agent-network deployment and work such as finance, health, and maintenance.

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