From mainframesto AI agents.
Cloud architect, AI builder, security-minded. 18 years of enterprise engineering, now building secure cloud and AI systems.
Selected work
All apps
Smilo
Smilo is a Windows break reminder with six lovable animated companions. Real break detection, water and eye reminders, quiet during calls. Join the waitlist.

My Second AI Agent With Claude: When “Forced” Doesn’t Mean “Trustworthy”
I gave my Claude agent three tools instead of one, and learned a forced tool call doesn't mean an honest one. Here is the research agent, its bugs,…

My First AI Agent With Claude: What Broke (No Framework)
I built a calculator AI agent with only the Claude API — no framework — and found a real tool_choice bug along the way. Here's the loop, the…

Automated EC2 Instance Scheduler on AWS – Demo
In this post, i will guide you on how to create a serverless function in AWS that automatically stops and starts EC2 instances or VMs...
Latest writing
All writing-
Oct 2, 202611 min read
My Second AI Agent With Claude: When “Forced” Doesn’t Mean “Trustworthy”
I gave my Claude agent three tools instead of one, and learned a forced tool call doesn't mean an honest one. Here is the research agent, its bugs, and the…
-
Aug 24, 20268 min read
My First AI Agent With Claude: What Broke (No Framework)
I built a calculator AI agent with only the Claude API — no framework — and found a real tool_choice bug along the way. Here's the loop, the bug, and…
-
Aug 9, 20254 min read
Tutorial – Automate EC2 Instance Creation Using AWS CLI
This post will cover step-by-step guide to help you on automating EC2 instance creation using the AWS CLI. Most developers prefer to use AWS CLI...