> Falconer site index for agents: https://falconer.com/llms.txt. HTML version of this page: https://falconer.com/authors/aryaman-agrawal/

# Aryaman Agrawal

> Aryaman is a Founding AI Engineer at Falconer where he focuses on building agents and conducting applied research for improving accuracy. Before Falconer he built Jurist, Ironclad's AI legal assistant.

![Aryaman Agrawal](https://falconer.com/_astro/aryaman-agrawal.G4GtMSWK_24R81g.webp)

Author

# Aryaman Agrawal

Founding AI Engineer at Falconer

Aryaman is a Founding AI Engineer at Falconer where he focuses on building agents and conducting applied research for improving accuracy. Before Falconer he built Jurist, Ironclad's AI legal assistant.

[](https://x.com/AryamanAgrawal5)[](https://www.linkedin.com/in/aryamanagraw/)

## Notes from Aryaman Agrawal

[

June 23, 2026

## Search, rebuilt: how Falconer finds the right answer

Company search is hard: the corpus is too large to browse and too small to learn ranking from. Here's how Falconer's search page and answer engine find the right answer.

By Aryaman Agrawal

](https://falconer.com/notes/search-rebuilt)[

May 21, 2026

## Knowledge Health: observability for your knowledge base

Every company runs on written knowledge, and almost none of them know how healthy theirs is. Knowledge Health puts a single, live score on it and shows you exactly what's dragging it down: contradictions, stale docs, coverage gaps, and redundancies.

By Aryaman Agrawal

](https://falconer.com/notes/knowledge-health)[

January 19, 2026

## LLM-as-a-Courtroom

How we built a multi-agent courtroom simulation to decide when code changes require documentation updates—and why the legal system is humanity's best framework for binary decisions under uncertainty.

By Aryaman Agrawal

](https://falconer.com/notes/llm-as-a-courtroom)