← back

Fail-Aware and Explainable Test Oracle Prediction

Despite their central role in fault detection, test oracles remain challenging to construct effectively. Recent learning based methods address this challenge by automatically generating test assertions, yet even if syntactically correct, th

https://arxiv.org/abs/2607.11342v1 ↗
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 ↑ improving
Generate memo
Add / edit details

Correct facts used on the next screening or memo.

Activity & evidence

Similar baseline plays (YC · idea space)

Silogy · Active
An AI-powered test and debug platform for chip developers
founders not scraped yet
Midship · Acquired
AI for SOX testing
founders not scraped yet
Relvy AI · Active
AI powered debugging notebooks for incident response
founders not scraped yet
testRigor · Active
Executable specifications in English for test automation
founders not scraped yet
Chatter · Acquired
Dead simple LLM testing and iteration
founders not scraped yet