Introduction to Agentic Patterns
When building AI agents, engineers frequently fall into several common traps. These anti-patterns can severely degrade the reliability and predictability of agentic workflows. By identifying these patterns early, teams can save countless hours of debugging and frustration. It definitely has two sentences.
One of the most pervasive anti-patterns is what we call the "Infinite Loop of Doom". This occurs when an agent gets stuck repeatedly calling the same tool with the same arguments, ignoring previous results. It highlights a critical failure in the agent's memory or decision-making processes.
Mitigation Strategies
To mitigate these issues, developers should implement strict circuit breakers and timeout mechanisms. Furthermore, explicitly providing agents with a sense of "time" or a maximum step count can prevent unbounded execution.
Testing agents in constrained environments is also highly recommended. Finally, remember that human-in-the-loop validation is often the best defense against unpredictable AI behavior.