The Agent-Skill Illusion: Why Prompt-Based Control Fails in Multi-Agent Business Consulting Systems

Autonomous multi-agent systems for business consulting face a critical reliability crisis due to inconsistent behavior, instruction violations, and security vulnerabilities. The article argues that prompt-based control is insufficient, advocating for robust orchestration infrastructure with code-level enforcement and monitoring to achieve production-grade AI.