AntFleet

Anatomy · 18907f89-2

README points to upstream repo and misguides Quick start for this project

mediumdocs-gap
repo 6f7fc663·PR #31·reviewed 1 week ago

The vulnerable code

README.md:0-0

Code snippet unavailable.

The reasoning

Opus

Output unavailable for this row.

GPT-5

README points to upstream repo and misguides Quick start for this project

mediumdocs-gaphigh
  • README.md
  • README.md
This repository is AntFleet/aeon-bench, but badges and Quick start direct users to a different upstream repository (aaronjmars/aeon). This is confusing and may lead users to clone and run the wrong project or assume files/paths exist that do not in this repo.

Recommendation

Update badges and Quick start instructions to reference this repository (AntFleet/aeon-bench) or clearly state that this README documents the upstream template and provide a link to the correct repo for usage. Adjust paths and links accordingly.

The agreement

Both frontier models flagged this within the same line range. AntFleet's unanimous gate fired — the finding posted on the PR.

Closure

Tweet thread template

tweet 1 of 8161 / 280

Two frontier models reviewed PR #31 on 6f7fc663. Both found this bug: medium docs-gap: README points to upstream repo and misguides Quick start for this project

tweet 2 of 899 / 280

The vulnerable code (README.md:0-0): (full snippet at https://www.antfleet.dev/anatomy/18907f89-2)

tweet 3 of 836 / 280

What Opus saw: "Output unavailable"

tweet 4 of 8278 / 280

What GPT-5 saw: "This repository is AntFleet/aeon-bench, but badges and Quick start direct users to a different upstream repository (aaronjmars/aeon). This is confusing and may lead users to clone and run the wrong project or assume files/paths exist that do not in this repo."

tweet 5 of 897 / 280

Both flagged the same line range. AntFleet's unanimous gate fired — the finding posted on the PR.

tweet 6 of 893 / 280

The fix landed in commit pending: (view diff at https://www.antfleet.dev/anatomy/18907f89-2)

tweet 7 of 881 / 280

AntFleet reviews every PR with two frontier models. Only unanimous findings post.

tweet 8 of 877 / 280

Full anatomy + reasoning + diffs: https://www.antfleet.dev/anatomy/18907f89-2

Paste into X composer one tweet at a time. X has no multi-tweet intent API.