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The framework is a way to keep AI coding useful at scale without losing accountability, team conventions, or your ability to understand later why a change landed. The supporting tooling is the ergonomics layer that makes file-based governance fast enough and low-friction enough to keep using.
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Guideon IA is a local control layer for AI-assisted development. It standardizes how coding agents read project context, skills, permissions, model profiles, memory settings, and workflow rules, making agent-based development more reproducible, auditable, and portable across tools.
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