Archive • Colin McNamara

DeepAgents 0.2: The Architecture Evolution You Need to Know About

October 30, 2025

Hey there, Remember when I wrote about Deep Agents a few months back? How LangChain created this framework for building autonomous AI agents that could plan,...

I Let AI Agents Upgrade My Production Code (Here's What Actually Happened)

October 22, 2025

Hi there, Last night I tried something unusual: I let AI agents handle a production dependency upgrade from start to finish. Not just the code changes—the...

🌩️ Full Replay: AIMUG September Showcase + My Talk on LangGraph 1.0

September 12, 2025

Hi Neighbor, I wanted to share something special with you — the full replay of our Austin AI Middleware Users Group (AIMUG) September Showcase. This month’s...

Exploring the Future of Agent Infrastructure: Austin LangChain Office Hours Insights

Hey everyone, Just wrapping up another mind-expanding session during yesterday's Austin LangChain Office Hours, and I wanted to share some thoughts while...

Quick Thoughts from Tuesday's LangChain Office Hours

Hey friends, Yesterday I hosted another Austin LangChain office hours session, and it was one of those conversations that left my mind buzzing with...

DeepSeek's Janus-Pro: Reshaping AI-Generated Imagery

January 27, 2025

Hi, I've just published a new blog post about DeepSeek's Janus-Pro, a breakthrough in multimodal AI that's challenging the status quo in AI-generated...

Welcome to Colin McNamara's Insights

January 15, 2025

Hi [First Name], Thank you for connecting with me through ColinMcNamara.com! This space is dedicated to sharing actionable insights, industry trends, and...