He builds AI systems, agent infrastructure, MCP tools, and works on open source research.

Hi I'm Pruthvi. I work on complex systems and currently specialize in AI Agentic Systems, Model Context Protocol (MCP), and Alignment & Reliability for Agents.
My work is systems-oriented, focusing on the architecture and strategy: like my work on agent alignment. I'm always keeping up with the latest AI releases and probably drinking a coffee or an energy drink.
In my off-time, you can find me at the gym; though you may wonder why I'm logging every rep and set so intensely (Spoiler alert: I see my body as another system).
I encourage you to come say hi to me or ask an existential question (even if I look lost in my own world) - deep conversations are what get me going. This site is where I showcase my experimental and varied interests - you can find my conventional work on my socials.
Vibe Check MCP, Gemsuite MCP, and GemForge MCP have been deployed widely.
1100+ hours logged
Discipline and follow-through start with your body — feel free to verify stats on Hevy.
Cheesy but true — I'm always hungry to push the limits of what's possible.
now I'm building out the next phase of my CPI (Chain-Pattern Interrupt) work—hardening the oversight layer so multi-agent systems can self-correct without a human babysitter. If you're deploying agent ops at scale or have referrals for high-leverage integrations, I'd love to collaborate.
Quick hits on the questions people ask most often. Tap to expand and you'll still keep the structured data intact.
He builds AI systems, agent infrastructure, MCP tools, and works on open source research.






I architect systems the way others write code: clean, exact, and unsentimental. I turn wild ideas into elegant, production-grade software.
I chase clarity the same way I chase altitude, one step at a time. (Yes, this is a Himalayan trek. Always open to those.)
Discipline starts in the body before it shows up anywhere else. Every rep and every system is built to endure.
I'm a philosopher through and through, always reflecting on what things mean and why they are the way they are. I don't shy away from heavy questions.
I study AI, cognition, and entropy as systems to be mapped. My research focuses on the unexplored frontiers of fields.
I lead and mentor through example and decisive action. I believe the best work comes from collaboration and respect, not domination.
I'm open to discussing collaborations, ideas, funding, and strategic outreach. If my work resonates with you, I'd love to hear from you.
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