Dev Tools · 2h ago
Loop Engineering vs. SDLC: When to Graduate from Prototype to Production
Loop engineering, where AI agents autonomously iterate on tasks, is ideal for rapid prototyping but fails in production due to cost, drift, and lack of controls. The software development lifecycle (SDLC) provides the structure needed for production-grade agentic systems. Knowing when to transition from loops to lifecycles is the key skill for AI-assisted development.
Meridian48 take
The article usefully distinguishes prototyping from production, but the real challenge is that many teams will skip the lifecycle step and deploy loops directly, leading to brittle systems.
ai-agentssoftware-development-lifecycle