After shipping 100+ AI agents to production, we learned that making them reliable isn't about better LLMs—it's about better architecture.

The solution: task-driven design. Give agents mandatory todo lists with validation gates. Each task needs clear completion criteria and evidence. Agents cannot finish until every todo is verified complete.

This simple pattern prevents 80% of production failures. Structure beats intelligence.

see it in action at justcopy.ai