Agent ready episode 5 with Arcade: tool calling, orchestration, & agent development
Blog post from Stytch
In the fifth episode of the Agent Ready video series, Mateo Torres from Arcade explores the development of AI agents through tool calling and orchestration, demonstrating how these processes enhance the capabilities of language learning models (LLMs) from simple chatbots to complex multi-agent systems. The session emphasizes the importance of connecting LLMs to real-world systems via tools, which enables these agents to perform complex tasks like email management or social media posting while maintaining security through user authentication and authorization. Arcade, as a unification platform, plays a pivotal role by integrating LLMs with various orchestration platforms and tools, thus facilitating the evolution of AI agents into reliable, productive, and cost-effective entities. Through live demonstrations, the episode illustrates how tool calling not only improves the functionality of LLMs but also enables multi-agent communication, enhancing the autonomy and utility of AI systems in real-world applications.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| LLM | 64 | 3,636 | 538 | 190 | -7% |
| Multi-agent systems | 7 | 398 | 80 | 41 | +67% |
| AI Agents | 3 | 2,405 | 487 | 169 | -3% |
| Zero Trust | 1 | 112 | 45 | 26 | -51% |
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