Most AI Agents Fail Before Production For One Reason 👇 Teams Start With Prompts Instead Of Systems. Real AI Agents Need: • Clear Workflows • Memory • Tools • Orchestration • Approvals • Evaluations The Model Is Only One Layer. The Real Advantage Comes From Designing Reliable Systems Around It. #AIAgents #ArtificialIntelligence #Automation