Engineering Notes - Thoughts and Ideas on AI by Muthukrishnan

02 Jul 2025

Keeping Your AI Code-Gen Up-to-Date: An Introduction to Context Engineering

479 words, ~1 min read

AI
LLMs
Development
Coding
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How to prevent AI coding assistants from generating outdated or deprecated code by using real-time context engineering.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

756 words, ~3 min read

AI
LLMs
Development
Coding
Autonomous Agents

Moving beyond basic code completion to a structured, developer-led workflow that harnesses the full potential of AI coding agents.

22 Mar 2025

Deep Research Applications of Modern LLMs Generated through Deep Research

1,148 words, ~4 min read

AI
LLMs
Research
Deep Research
Autonomous Agents

Exploring how modern AI systems are evolving beyond conversational chatbots to become autonomous research agents capable of conducting comprehensive, PhD-level investigations.