Taming the Drift: Context-aware Repair of Dockerfile Drift during Software Evolu
Docker is widely used to create reproducible build environments, but Dockerfile drift, the divergence between a Dockerfile and its evolving source code, can cause CI/CD builds to fail. Existing rule-based and retrieval-based repair approach
https://arxiv.org/abs/2607.12541v1 ↗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
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
C
Chengjie Wang
1.0
low confidence
J
Jingzheng Wu
1.0
low confidence
X
Xiang Ling
1.0
low confidence
T
Tianyue Luo
1.0
low confidence
C
Chen Zhao
1.0
low confidence
Activity & evidence
Similar baseline plays (YC · idea space)
Mackenzie Burnett
Dan Gillespie
Dockup
· Active
On demand ephemeral environments to run manual and automated tests.
founders not scraped yet
Ninite
· Active
Simple third-party app patching and deployment for Windows.
founders not scraped yet