Hi, I'm Prakash.

I’m Prakash Dontaraju, an AI Engineer building systems where AI doesn't assist. It executes.

I design and ship agentic systems that own workflows end-to-end, from decision to execution. I write about what it actually takes to cross into production: the architecture, evaluation, orchestration, and the trade-offs that separate demos from systems that do the work.

What I publish

One post roughly every two weeks. Each post ships as a newsletter edition the same day. No filler, no recap issues.

Focus areas:

• Agentic AI systems: design patterns, orchestration, tool use, control flow.
• Evaluation and reliability: making AI systems measurable and trustworthy in production.
• Data engineering: modeling, quality, and the pipelines that feed AI.
• Platform engineering: infrastructure, DevOps, and the operational layer underneath real AI systems.
• Engineering leadership: how senior engineers decide what to build, what to own, and what to cut.

Everything here is independent. My own observations, my own opinions, published openly. When the facts change, I change my mind. Treat each post as what I believe at that time, with the information I have at that time.

Why I write

AI moves fast. Writing is how I share what's load-bearing today, what I'm still figuring out, and what I'd already change if I rebuilt it tomorrow.

This is for you if you want AI that does the work, not AI that helps you do it. Today that means agentic systems. Tomorrow it may mean something else. The goal stays the same.

Beyond the keyboard: travel with my family, tennis, and non-fiction about the systems and forces that quietly shape everything around us — history, game theory, behavioral economics.

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