Engineering Notes
Thoughts and Ideas on AI by Muthukrishnan
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Tag: Orchestration
18
Feb 2026
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 systems
30
Nov 2025
Tool 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.
10
Oct 2025
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...