GitNova

GitHub seismograph — discoveries and growing interest

facebookresearch/swe-sweep

Language modelsPython#ai#ai-agents#benchmark#benchmarking#harbor
Total stars
57
Today · UTC
+0since 00:20 UTC
Open on GitHub My finds →
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How many bugs can LMs find & fix in large codebases?

Save to My finds to follow releases and star growth. Saved in this browser.

About the project

A benchmark for evaluating LLM agents on real repositories: the agent must find and fix as many bugs as possible, with no hints about bug type or location. A thin wrapper around Harbor with final-score computation.

Useful for
  • Run an agent on a task under tasks/ and get a bug-fix score
  • Compare patches from different models via sweep info --per-task
  • Verify the environment and dependencies with sweep infra doctor

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate.

0.8 Steady Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of October 7, 2026, 03:17 UTC.

The star-growth assessment does not verify whether the project is safe to run.

Stars per day

01225September 27, 2026October 7, 2026

Bars show daily stars; the line is a moving average of the available history. Short histories do not yet establish a reliable usual pace. Red marks spike days.

Why it’s trending

  • Star-counter measurements on 2026-10-07 (UTC), 00:20–03:14: 57 → 57 stars (+0). This is the change over that interval.
  • The repository is 6 days old and already has 57 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
  • Hacker News: “Show HN: Benchmark: AI doesn't find bugs unless you tell it what's wrong” — 5 points, 5 days ago.
  • Recent forks include notable developers: @mbrukman (394 followers).

Three GitHub discoveries in each edition

What they do, why they are gaining interest, and what to check before using them.

Editions at 10:00, 16:00, 22:00 MSK.

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Numbers

Total stars
57
Today
+0 stars measured 2026-10-07, 00:20–03:14 UTC, ≈ 1 by evening
Forks
5
Issues and pull requests
2
Watchers
0
Language
Python
License
MIT
Created
October 1, 2026
Last push
October 1, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

Hacker News discussions
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GitNova: 0.8
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