Engineering Notes
Thoughts and Ideas on AI by Muthukrishnan
Tag: Orchestration
Conceptual AI Agents Universe — System Design Document
A plugin-based platform architecture where each AI agent system is an independently subscribable capability. One interface, one orchestrator, unlimited agents — added without touching existing code.Role Specialization and Crew Based Multi Agent Architectures
How assigning specialized roles to AI agents and orchestrating them as a crew produces better outcomes than monolithic single-agent systemsTool Composition and Chaining for Complex Agent Capabilities
Master the art of combining simple tools into sophisticated agent capabilities through composition patterns, chaining strategies, and intelligent orchestration.Prompt Chaining and Workflow Orchestration for Reliable Multi-Step Agents
When you ask an AI to perform a complex task like "analyze this dataset and create a comprehensive report with visualiz...