AgentOps: Operationalize AI Agents

Опубликовано 11 июня 2025, 21:03

GenAIOps end to end starter pack. → goo.gle/e2e-gen-ai-app-starter...
Google ADK walkthrough: Your step by step development tutorial → goo.gle/4kFyHbv
GenAI in production: MLOps or GenAIOps? → goo.gle/42JLCSz

Join Sokratis Kartakis and Sita Lakshmi Sangameswaran to dive into the essential practices for operationalizing generative AI agents! This comprehensive guide introduces AgentOps, building upon the foundations of DevOps, MLOps, and GenAIOps to tackle the unique challenges of managing AI agents. Learn the fundamental components including agent evaluation, optimization, tool management, repository and CI/CD pipeline standardization, and effective architecture designs incorporating people and processes. Explore strategies for handling multi-turn interactions, agent memory, and discover key agent development frameworks for robust deployment.

Resources:
GenAIOps: Operationalize generative AI - A practical guide → goo.gle/4noMMLO
Taming the tool chaos: The generative AI aents & tool registry → goo.gle/4pG27sV
Operationalizing Generative AI on Vertex AI using MLOps → goo.gle/3Kkhqax

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Speakers: Sita Lakshmi Sangameswaran, Sokratis Kartakis
Products Mentioned: Agent Developer Kit (ADK)