
Article
Software EngineeringNovember 2025
Rethinking AI Coding Agents: From Prompt Completion to Structured Engineering
The bottleneck in AI-assisted development isn't model capability - it's workflow design. Learn how to transform coding agents from autocompleters into systematic engineering partners through structured planning, context engineering, and disciplined process execution.
14 min read