← back

FirmPilot: Evidence-Guided Multi-Agent Environment Recovery for IoT Firmware Reh

Firmware rehosting executes firmware images in emulated environments such as QEMU to enable scalable dynamic analysis of Internet of Things (IoT) devices. In practice, rehosting pipelines remain fragile across diverse real-world firmware im

https://arxiv.org/abs/2607.14903v1 ↗
Thesis fit
Good fit

Within your typical scope; diligence still required.

Edit thesis
In your usual scope
Idea match Light

How close the company’s idea is to your thesis statement

Sector ai

Overlap with sectors you care about

Geography Unknown

Location unknown — scores 0

Your thesis: “We back exceptional technical founders building AI-first products and infrastructure, deploying $100K checks within 24 hours.”

Founder → stable Traction → stable Idea vs market ↓ declining
Generate memo
Add / edit details

Correct facts used on the next screening or memo.

Similar baseline plays (YC · idea space)

Luciq (formerly Instabug) · Active
Agentic Observability Platform for Mobile
founders not scraped yet
Metalware · Active
Firmware cybersecurity
founders not scraped yet
moonrepo · Inactive
Open source build tool for monorepos and large codebases
founders not scraped yet
Seam · Active
API for IoT Devices
founders not scraped yet