Which agentic coding patterns actually scale in production

A developer examines common agentic coding patterns—single-agent supervised, parallel agents, and skills frameworks—and finds most fail as codebases grow. The article identifies four scaling dimensions: codebase growth, task complexity, agent count, and project duration. It concludes that patterns working for isolated tasks often break under real-world maintenance demands.