designing-systems

To prevent technical debt during code generation, you establish immutable context files that lock in your technology stack, project structure, and architectural constraints, forcing all AI agents to adhere to spec-driven development rather than making assumptions.

Spec-driven development is the process of creating locked constraint files defining your tech stack and coding standards. These immutable context files enforce architecture by ensuring every AI agent operates within explicit boundaries, preventing library substitutions and structural chaos.

You define a technology stack and project structure by generating architecture documentation that explicitly captures your chosen frameworks, dependencies, and coding standards. This establishes a locked project foundation that guides all subsequent development activities.

Yes, architecture context files can enforce Clean Architecture patterns by locking specific architectural constraints and anti-patterns into immutable documents. All integrated AI agents must read and follow these files, ensuring structural consistency across tools.

Locked context files prevent technical debt by restricting library substitutions and structural deviations, but they require manual updates when the technology stack fundamentally changes. They enforce immutability, meaning any necessary architectural shifts need deliberate file modifications.

AI assistants substitute libraries and ignore project structure when architecture constraints are not explicitly locked. Creating immutable context files with defined tech stacks and anti-patterns forces spec-driven development, stopping the AI from making unauthorized architectural assumptions.