Essays & field notes · Ritwik Reddy
I’m Ritwik Reddy, a cloud and platform engineer. I write about AI agents, reliable systems, and the decisions behind them.
A perfectly reasonable place to overthink.
Explore the writingIf AI writes the code and AI reviews it, who understands the system?
AI can write and review a change while human understanding falls behind. A documentation agent could help preserve the knowledge teams need to operate their systems.
Continue reading : When AI Writes the Code, Who Understands It?Why infrastructure stops matching intent, how drift enters production systems, and how validation layers reduce surprise.
Continue reading : Terraform Drift and the Illusion of StabilityWhat if the next breakthrough comes from choosing better experiments?
An analysis of recursive self-learning in AI agents through Dream-RSI: how replay improves exploration, what the results show, and where self-improvement falls short.
Continue reading : Recursive Self-Learning in AI Agents: What Dream-RSI ChangesBehind the writing
My work spans cloud infrastructure, automation, and platform reliability across AWS and Azure. That practice shapes the questions I explore here.
Get in touch
Have a question about an article, an engineering challenge, or an opportunity to work together? I’d like to hear from you.