About the author

Built by one engineer who wanted it to exist

Konstantin Khait

Konstantin Khait

Head of AI Engineering · Systems Architect · Technical Founder

25+ years of systems engineering, from embedded and automotive platforms to production AI systems leadership. Currently the primary architect of production AI engineering across a multi-product portfolio — including a multi-model LLM pipeline achieving a 25x reduction in cost per generated course, and a production multi-agent orchestration platform with full execution audit trails and human-in-the-loop governance.

Academic background in AI predates the current wave — postgraduate research on probabilistic-grammar text extrapolation, a precursor to modern language model architecture. Earlier career built and led automotive, embedded, Android/AOSP, and medical-device platforms for Ford, Toyota, and Hyundai, including founding and running two companies — one acquired, one scaled to 100+ people with its own manufacturing facility. Five granted patents.

25+Years Systems Eng.
5Granted Patents
25xLLM Cost Reduction

Built it. Uses it. Gives it away.

Konstantin took twenty-five years of production AI and systems engineering and pointed it at his own personal assistant. Caroline is the result — running as his own daily driver, not a demo.

He's releasing her, Apache 2.0, for anyone to run, extend, or improve. More background, other projects, and contact details are at khait.org.

License

Apache License 2.0

Copyright 2026 Konstantin Khait. Full permission to use, modify, distribute, and sell — commercially or otherwise, patent grant included, no warranty. Caroline is an independent project built on the Claude Agent SDK; not developed, published, or endorsed by Anthropic.

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