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,…
Writing
Write-ups from building cloud, AI agent and security projects, including what broke along the way.
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…
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...
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...
Building Secure Portfolio Website – AWS | Azure
This guide will walk you through hosting your site using a secure, high-performance architecture. Here, we’ll use cloudfront default url to access the website but...