Daniel Miessler • 3/27/2026

AI Unmasked Our Work as Scaffolding

This article argues that AI is exposing how much of knowledge work—like cybersecurity testing, software development, and consulting—is actually 'scaffolding': maintaining tools, workflows, and context rather than doing the core creative work. The author claims 75-99% of such work is overhead that AI can now handle, citing examples like AI agent skills replacing legal workflows. While some difficult work remains, the bulk becomes commoditized, challenging traditional job roles and industry value.

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#software development #cybersecurity #ai