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Mart van der Jagt: Making sense of AI for IT leaders. · May 18, 2026

A Framework for Continuous Refactoring With AI Agents

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Deliberate refactoring as an enabler for autonomous refactoring. Splits continuous refactoring under AI into two workstreams: deliberate (human-led structural work that makes a codebase AI-friendly) and autonomous (agent-led work that targets structural drift). Autonomous refactoring runs as two practices, systematic refactoring that enforces the codified standard and opportunistic refactoring…

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