> Markdown version of [/@suriya-prakash-b](https://www.wearedevelopers.com/@suriya-prakash-b). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Suriya Prakash B AI test automation engineer at Red Hat tackling prompt debt and model evaluation. ## About Suriya Prakash builds AI-driven test automation for the User Experience Engineering team at Red Hat. He focuses on making testing smarter and faster by bringing machine intelligence into the QA process. Lately, he spends his time solving how production AI systems degrade. Suriya tackles "prompt debt"—the messy buildup of edge-case instructions in RAG-based agents. Instead of applying endless prompt workarounds, he builds frameworks around evaluation-driven specifications so teams can switch models and iterate without fear. ## Upcoming Sessions ### Conference India 2026 · November 25, 2026 Bengaluru, India - [Prompt Debt: Why Your AI System Is Frozen in Time](https://www.wearedevelopers.com/events/conference-india-2026/sessions/1990-prompt-debt-why-your) ## Links - [LinkedIn](https://www.linkedin.com/in/suriyaprakash19/)