From Toy Agents to Production: What Really Matters in 2026

This article exposes the gap between AI agent concepts and production reality: most companies are unknowingly shipping toy agents. It provides a concrete, implementable checklist—observability, graceful degradation, and security boundaries—with specific OpenClaw primitives for each. Following these patterns could be the difference between a failed pilot and a reliable system in production.