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Showing posts with the label Anti-Patterns

AI for Software Architecture & Design Patterns: Smarter System Design with AI Agents

AI for Software Architecture & Design Patterns | Smarter System Design with AI Agents AI for Software Architecture & Design Patterns Abstract Software architecture defines the structural and behavioral boundaries of a system. It shapes scalability, maintainability, resilience, and cost over the product lifetime. Recently, AI agents—driven by large language models (LLMs) and agentic toolchains—have begun to assist engineering teams with architecture drafting, pattern detection, and living documentation. This article synthesises empirical evidence, real-world experiments, practical prompts, and governance advice to help teams adopt AI-assisted architecture responsibly. 1. Why Architecture Still Matters Architecture decisions propagate. A single early choice—how respon...