Engineering Notes
Thoughts and Ideas on AI by Muthukrishnan
Tag: Agentic-Ai
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.The Architecture is the Prompt - Guiding AI with Hexagonal Design
As developers, we've all felt the frustration. You have a well-structured repository with clear patterns, but the new A...TDD with Coding Agents to Build a Rate Limiting Service
## Problem Overview We'll build a sophisticated rate limiting service that supports: - Multiple rate limiting algorith...The Complete Claude Code Best Practices Guide
*A Comprehensive Manual Compiled from Developer Experiences and Community Knowledge* ## Table of Contents 1. [Introduc...Understanding Mixture of Experts from First Principles
One of the most exciting architectural innovations in recent years is the **Mixture of Experts (MoE)**. It's a key reas...My Thoughts on Andrew Ngs Building Faster and Smarter with AI
{{< youtube RNJCfif1dPY >}} I watched Andrew Ng's latest talk on AI startup strategy, and while I disagree with some o...AI Agent Communication Protocols MCP, ACP, A2A, and ANP
An overview of the most important communication protocols for multi-agent systems, and how they enable interoperability and scalability.Small Language Models are the Future of Agentic AI
I recently came across a paper titled *"Small Language Models are the Future of Agentic AI,"* and it got me thinking. T...