Local Vuln Research Pipeline
Fully local vulnerability research pipeline - 14B code-specialized LLM reviews every source file exhaustively.
https://github.com/theteatoast/local-vuln-research-pipeline ↗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
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 ↑ improving
Traction ↑ improving
Idea vs market → stable
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Correct facts used on the next screening or memo.
Activity & evidence
Similar baseline plays (YC · idea space)
LunaSec
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