AI agents are becoming increasingly sophisticated, capable of performing complex tasks autonomously.

 

 

AI Agent Design Patterns

AI agents are becoming increasingly sophisticated, capable of performing complex tasks autonomously.

The most powerful AI systems combine multiple patterns :

- A system might start with planning to structure a complex task

- Use tool use to gather information from external sources

- Apply reflection to evaluate and refine its approach

- Implement ReAct cycles to ground reasoning in real-world feedback

- Leverage multi-agent collaboration when specialized expertise is needed

These design patterns are implemented on top of several core capabilities :

- Memory systems -> For maintaining context and accumulating knowledge

- Language understanding -> For interpreting instructions and information

- Knowledge representation -> For organizing information effectively

- Decision-making frameworks -> For choosing among possible actions

Source: Tech with Mac