I m Fahad first-year AI & Data Science student at UCLan and founder of Khwand.
Khwand started from a frustration I kept seeing while building with AI: shipping an LLM app or agent is easier than ever, but keeping it reliable in production is still incredibly hard.
You can build something that works today, only to have a model update, prompt drift, or edge case quietly break behavior tomorrow. And unlike traditional software, the failures are semantic things don t always crash, they just start behaving differently. Usually, you only find out when users complain.
Khwand helps teams test, harden, and monitor AI agents before they break in production. Catch regressions, prompt drift, tool failures, and reliability issues with automated evaluations built for agentic systems.
Khwand AI is your personal AI tutor that adapts to your learning style. From quick answers to deep understanding, it helps you master any topic effortlessly. Smarter, faster, and more interactive — Khwand AI 2.0 makes learning truly personal.
