Subscribe
Sign in
Home
Podcast
Notes
ai-development
Archive
About
Behind ASTGL: How I Built an Autonomous AI Product Team That Ships Without Me
A technical case study on running a 5-agent AI council
Apr 3
•
James Cruce
As The Geek Learns
Tools and training for IT professionals. PowerCLI courses, productivity apps, and 25 years of lessons learned.
Subscribe
ASTGL Sites
ASTGL Shop
Digital Products for DevOps and IT Pros
ASTGL App Development
As The Geek Learns Github
repos
Geek
How I Built JDex with Claude AI—A Systems Engineer's Honest Take
A systems engineer shares his experience building JDex, a Johnny Decimal index app, using Claude AI—including what AI collaboration actually looks like…
Dec 20, 2025
•
James Cruce
1
I Had Files Scattered Across 4 Clouds. So I Built an App with AI to Fix It
Part 1: Why the Johnny Decimal file organization system finally clicked. A systems engineer with 25 years managing enterprise infrastructure finally…
Dec 11, 2025
•
James Cruce
1
Much to Learn, There Always Is
After 25 years in IT and 15,000+ VMs, I'm still learning. Join me for practical PowerCLI tutorials, VMware automation tips, and lessons from the…
Dec 6, 2025
•
James Cruce
Top posts
I Gave My AI Agent Hands. It Immediately Started Texting My Wife.
Mar 24
•
James Cruce
1
I Got Tired of Paying for Substack Notes Schedulers, So I Built My Own
Jan 13
•
James Cruce
5
2
Database Schema Design Mistake That Broke My App
Jan 9
•
James Cruce
4
I Gave My Mac Studio an AI OpenClaw Brain Upgrade. Here’s Every Wall I Hit.
Mar 9
•
James Cruce
3
I’m Replacing Notion With a Self-Hosted AI Agent. Here’s Why.
Mar 6
•
James Cruce
3
This site requires JavaScript to run correctly. Please
turn on JavaScript
or unblock scripts
