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Raw model intelligence is commoditizing. The durable advantage is the proprietary feedback loop from agentic coding usage. By early 2026, one leading coding agent authored roughly 4% of all public GitHub commits daily. Interaction data is now the scarcest AI input, and a team's own codebase data is its primary intellectual property.
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