This is a really well-structured progression through agent complexity. I particularly liked how you distinguished between stateless and stateful agents in levels 2-3 - this is often glossed over in other tutorials. The multi-agent coordination patterns you describe in level 4 are becoming incresingly critical as we scale beyond single-agent systems. One question though: what's your take on the memory-cost tradeoff when implementing long-term memory with vector stores at scale?
Thanks, Paolo, for contributing another excellent piece!
Thanks for the solution design considerations and services to the same for the good 😊
🙏
This is a really well-structured progression through agent complexity. I particularly liked how you distinguished between stateless and stateful agents in levels 2-3 - this is often glossed over in other tutorials. The multi-agent coordination patterns you describe in level 4 are becoming incresingly critical as we scale beyond single-agent systems. One question though: what's your take on the memory-cost tradeoff when implementing long-term memory with vector stores at scale?