#orchestration

Design patterns where AI agents execute complex multi-step tasks autonomously, combining reasoning, tool use, and iterative decision-making.

Patterns and frameworks for coordinating multiple AI models, tools, and data sources in production pipelines, managing flow between components, memory, and error recovery.

AWS container orchestration service that runs and scales Docker applications without managing the underlying cluster infrastructure.

AWS serverless orchestration service that coordinates multiple services into visual workflows, with built-in error handling, retries, and parallel execution.

Container orchestration platform that automates deployment, scaling, and management of containerized applications at scale, becoming the de facto standard for cloud native.

Architectures where multiple specialized AI agents collaborate, compete, or coordinate to solve complex problems that exceed a single agent's capability.

Design strategies and patterns for AI agents to select, invoke, and combine external tools effectively to complete complex tasks.