#Orchestration
8 articles with this tag
AI Agent Fleets: What Broke and How to Fix It
Kyle Jaejun Lee from KRAFTON shares the five key failures encountered when running a fleet of AI agents across multiple machines, and outlines solutions for building a more scalable and reliable system.
dbt on Databricks: Open Platform Advantage
Databricks is enhancing dbt workflows with its unified lakehouse, offering open foundations, integrated governance, and optimized performance to accelerate data transformation.
AI Agents Need Better Orchestration, Experts Say
AI agents are evolving, but effective orchestration is key. Experts discuss the need for better management of AI agents in enterprise settings.
Multi-Agent Orchestration Patterns
Sandipan Bhaumik of Databricks discusses multi-agent AI system design, covering coordination patterns, state management, failure recovery, and production architectures.
Databricks AutoCDC Ends Hand-Coding Pain
Databricks AutoCDC automates change data capture and SCD pipelines, slashing manual coding, improving performance, and cutting costs with declarative simplicity.
Dynamic Orchestration for Scientific AI
A novel two-tier multi model orchestration framework dynamically adapts agent roles and prompts for robust scientific reasoning, outperforming static systems.
Strands Agents: An Open-Source Framework for Scalable AI Orchestration
