Balancing Usefulness and Naturalness: An LLM-based Curation Pipeline for Code Re
Code review is a cornerstone of software development, where reviewers provide feedback through written comments to ensure code quality, maintainability, and correctness. The effectiveness of this process hinges on the quality of review comm
https://arxiv.org/abs/2607.09524v1 ↗Thesis fit
Good fit
Within your typical scope; diligence still required.
In your usual scope
Idea match
Light
How close the company’s idea is to your thesis statement
Sector
llm, 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
▸ Add / edit details
Correct facts used on the next screening or memo.
People
O
Oussama Ben Sghaier
1.0
low confidence
M
Martin Weyssow
1.0
low confidence
H
Houari Sahraoui
1.0
low confidence
Activity & evidence
Similar baseline plays (YC · idea space)
PullRequest
· Acquired
Code review as a service - combining automation with a network of…
Lyal Avery
Axolo
· Active
Improving Developer Experience with Streamlined Code Reviews
founders not scraped yet