Engineering Notes
Thoughts and Ideas on AI by Muthukrishnan
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Tag: Coding
11
Nov 2025
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...
06
Aug 2025
TDD with Coding Agents: Building a Rate Limiting Service
## Problem Overview We'll build a sophisticated rate limiting service that supports: - Multiple rate limiting algorith...
06
Aug 2025
The Complete Claude Code Best Practices Guide
*A Comprehensive Manual Compiled from Developer Experiences and Community Knowledge* ## Table of Contents 1. [Introduc...
02
Jul 2025
Keeping Your AI Code-Gen Up-to-Date: An Introduction to Context Engineering
How to prevent AI coding assistants from generating outdated or deprecated code by using real-time context engineering.
01
Jul 2025
A Developer's Guide to Effective AI Coding Agents
Moving beyond basic code completion to a structured, developer-led workflow that harnesses the full potential of AI coding agents.