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Start with Plan Mode: Spec-Driven Development for AI Coding Beginners

When people first start using AI coding tools, the instinct is almost always to jump straight into implementation: "Build a login feature," "Add validation to t…

108,000 Lines of Code, 26,000 Lines of Docs: The Maintenance Reality of AI Agent "External Memory"

In February 2026, independent researcher Aristidis Vasilopoulos published "Codified Context: Infrastructure for AI Agents in a Complex Codebase." AI c…