Floki: Defining Agentic Workflows for Security - Roberto Rodriguez - NDC Security 2025 скачать в хорошем качестве

Floki: Defining Agentic Workflows for Security - Roberto Rodriguez - NDC Security 2025

This talk was recorded at NDC Security in Oslo, Norway. #ndcsecurity #ndcconferences #security #developer #softwaredeveloper Attend the next NDC conference near you: https://ndcconferences.com https://ndc-security.com/ Subscribe to our YouTube channel and learn every day: ‪@NDC‬ Follow our Social Media!   / ndcconferences     / ndc_conferences     / ndc_conferences   #python Agentic workflows mark a significant shift in how we leverage AI, offering more than just simple task completion. Unlike zero-shot prompting, where an LLM is given a single task to finish in one go, agentic workflows involve iterative loops, branching decisions, and continuous refinement based on new information. In security, these workflows are crucial for tackling complex tasks that demand ongoing thinking, tool interaction, and adaptability. Security workflows are rarely straightforward or linear; they extend beyond the structure of Directed Acyclic Graphs (DAGs) by incorporating loops and requiring sophisticated orchestration. These processes often combine various operations—from autonomous agents using tools to LLMs generating structured outputs or simple Python functions. This complexity presents both challenges and opportunities for advancing research in the field. In this presentation, we'll explore how Floki, an open-source framework built on Dapr, can be employed to create agentic workflows tailored to security use cases. We’ll demonstrate how Dapr’s architecture enables flexible and reliable orchestration, allowing AI agents to interact autonomously with their environment, make informed decisions, and adapt to evolving scenarios. Through practical examples, we’ll show how Floki addresses the unique challenges of security workflows, making it a valuable tool for researchers and practitioners alike.