Barathkanna 131 karma 1y 8m on HN HN profile →
Founder & CEO of Cyborg Network — building distributed AI inference infrastructure for real-time machine-to-machine applications. I work at the intersection of edge computing, low-level systems, GPU optimization, and blockchain-backed integrity.

Currently experimenting with ways to make AI deployment as seamless as web deployment. Also building Oxlo, a global platform that lets developers launch and test AI models on GPU instances (free tier for small models, like Vercel but for AI).

Background in Rust, Substrate, Linux systems, and computer vision pipelines. Focused on building practical infrastructure that scales — from decentralized edge nodes to secure on-prem inference for smart cities.

Always interested in discussing: distributed compute, model serving, real-time AI, hardware acceleration, and deep-tech company building.

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Ask HN: How are people forecasting AI API costs for agent workflows?
I’ve been experimenting with agent-based features and one thing that surprised me is how hard it is ...
5 points by Barathkanna 4 days ago | 20 comments | hrcb AI Development