Engineering Notes
Thoughts and Ideas on AI by Muthukrishnan
Tag: Architecture
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.How Transformers Power Modern AI Agents with Attention and Reasoning
Understand how attention mechanisms enable AI agents to reason, maintain context, and make intelligent decisions in modern LLM-based systems.Scaling Agent Intelligence Through Specialization with Mixture of Experts
What if instead of one generalist agent struggling with everything, you could dynamically route tasks to specialized ex...Building Rational Agents with Human-Like Reasoning Using BDI Architecture
Master the BDI architecture pattern that models rational agent behavior through beliefs, desires, and intentions—a bridge between philosophy and practical AI systems.Collaborative Problem-Solving in Multi-Agent Systems with the Blackboard Architecture
Explore how the blackboard pattern enables multiple specialized agents to work together on complex problems through shared knowledge spaces and opportunistic reasoning.Behavior Trees for Modular Decision-Making in AI Agents
## 1. Concept Introduction **In Simple Terms:** Imagine a robot butler that needs to serve breakfast. Its decision pro...Architecting Short-Term and Long-Term Memory in AI Agents
## 1. Concept Introduction When you read this sentence, you hold its beginning in your mind to understand its end. Tha...