# Jason Draper

> I build AI agent systems for work that people stake their reputation on.

Jason Draper is an AI Product Engineer, Forward Deployed Engineer, and AI Architect. Two-time technical co-founder (Punchcard, YC S23; FairQuote). Based in Utah, USA.

## Identity

- [About](https://vuca.dev/about): full profile, selected work, and why the site is called vuca.dev
- [Machine-readable profile](https://vuca.dev/about.json): the same facts as JSON

## Systems

- [Sustainable Software Factories (Creed)](https://vuca.dev/systems/sustainable-software-factories): A QA-focused factory that proactively and reactively identifies product bugs, then investigates, fixes, reviews, and approves its own code.

## Writing

- [Financial Agents: The Company That Built Excel Is Not the Best at Excel?](https://vuca.dev/writing/excel-agent-architecture): Microsoft owns the format, the app, the models, and the telemetry — and still lost Excel-agent benchmarks. The reasons distill down to two fundamentals in agent design.
- [Albert Einstein Walks Into a Library](https://vuca.dev/writing/why-llms-struggle-with-financial-documents): Why large language models struggle with complex document analysis, told through an analogy involving a library and an army of Einsteins.

## Contact

- LinkedIn: https://linkedin.com/in/jasontdraper