Welcome to sjramblings.io
Personal blog about Technology, AWS, and software development. Sharing insights, tutorials, and experiences from the world of software engineering.
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Latest Posts

Finally! AWS Transit Gateway Gets Flexible Cost Allocation
If you’ve been managing AWS Transit Gateway costs in a multi-account environment, you’ve probably felt the pain of sender-pay billing. Well, I’ve got great news, AWS just launched Flexible Cost Allocation for Transit Gateway and your FinOps team is going to love this!
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Understanding LLM Prompt Injection: The Security Risk You Can't Ignore
If you’ve been building with LLMs lately, you’re probably as excited as I am about the possibilities! But let me tell you about something that’s been keeping security folks up at night… prompt injection vulnerabilities.
Read MoreI Used Amazon Q CLI to Build a Feature for Amazon Q CLI (And It Was Mind-Bending)
Ever wondered what it’s like to use an AI tool to improve itself? I just spent 2 hours using Amazon Q CLI to build a new feature for Amazon Q CLI, and the experience was genuinely mind-bending.
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Multi-Agent Orchestration with Claude Code: When AI Teams Beat Solo Acts
Working with a single AI assistant on complex projects is like having one engineer handle an entire software delivery pipeline. Possible? Sure. Optimal? Not even close.
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