Parallelization for blockchainsTechniques to increase speed, reduce gas, and scale.Read more 👇https://t.co/YmGeKsyYNV ...

Hey folks, it's Sydney from Lingchain. I'm super excited to chat with you today about how to choose a multi-agent architecture. First, I would actually like to caution you.You might not actually need a multi-agent pattern for your system. Many agentic tasks are actually best handled by a single agent with well-designed tools. That being said, when your tasks are increasingly complex, multi-agent might be the way to go.So, let's dive into chatting about our scoring criteria for different architectures. So we ...

AI agents exhibit vastly different degrees of autonomy. Yet, the ability to accomplish objectives without supervision is the critical north star for agent progress, especially in software creation. For non-technical users who cannot supervise software creation, full autonomy is essential, not optional. First of all, I will discuss two foundational capabilities to achieve true autonomy: automatic testing to verify correctness without human validation, and advanced context management to maintain coherence acr ...