Beyond the Demo: Essential Safeguards for Production AI Agents

Moving an AI agent from prototype to production requires far more than model optimization—it demands structural safeguards. This analysis reveals three overlooked checks that separate reliable systems from fragile demos: architectural security (not just filters), MCP supply chain integrity, and aggressive cost controls. Most teams ignore these until failure strikes in production.