Multi-Perspective Agentic Program Repair via Code Property Graphs and Temporal E
Large language models (LLMs) have improved automated program repair (APR), but two limitations remain. First, raw execution traces are often too large and repetitive to serve as effective model context. Second, repeated patch sampling may p
https://arxiv.org/abs/2607.12605v1 ↗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 → stable
▸ Add / edit details
Correct facts used on the next screening or memo.
People
Z
Zhili Huang
1.0
low confidence
L
Ling Xu
1.0
low confidence
H
Hongyu Zhang
1.0
low confidence
Activity & evidence
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founders not scraped yet