Proof-or-Stop: Don't Trust the Agent, Trust the Evidence -- Loop Engineering for
Autonomous coding agents increasingly execute multi-step software work, but lifecycle states such as reviewed, tested, DONE, and ready-to-merge remain claims unless supported by current evidence. We present Proof-or-Stop Lifecycle Control,
https://arxiv.org/abs/2607.14890v1 ↗Thesis fit
Good fit
Within your typical scope; diligence still required.
In your usual scope
Idea match
Moderate
How close the company’s idea is to your thesis statement
Sector
agents, 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 ↑ improving
Traction → stable
Idea vs market ↓ declining
▸ Add / edit details
Correct facts used on the next screening or memo.
People
J
Jek Huang
2.0
low confidence
J
Jeffery Hsia
2.0
low confidence
J
Jiayi Sun
1.0
low confidence
F
Freddie Shi
2.0
low confidence
W
Wei Huang
1.0
low confidence
I
Ian H. White
1.0
low confidence
J
J F Sun
1.0
low confidence
W
W E I-Xing Huang
1.0
low confidence
I
I.H. White
1.0
low confidence
Activity & evidence
Similar baseline plays (YC · idea space)
Random Labs
· Active
Random labs is building long running autonomous coding agents.
founders not scraped yet