In an environment where artificial intelligence generates code at breakneck speed, the difference between success and chaos no longer lies in how fast we type, but in the precision of what we decide to build. AI tools are extremely powerful, but they still suffer from blank page syndrome or development without a compass if they are not fed structured context.

When we delegate or develop a project (whether alone, with a human team, or collaborating with AI agents), the lack of clear specifications generates redundant code, fragile architectures, and endless refactoring loops.