Beta
Agent · Autonomous

Sweep

Sweep is an AI junior developer that turns bug reports and feature requests into code changes as pull requests, running entirely from GitHub issues.

by Sweep AI·Open harness·Apache-2.0·Launched Jul 2023
Capability
53.4
#3 in autonomous
GitHub stars
7.7k
+4 · 7d
Harness
Plan + execute
Custom tools
Environments
2
GitHub Action · Cloud

Benchmark scores · average 53.4 · category avg 61.0

30-day star trajectory · velocity 0/100

7,7017,7027,7047,7057,7064/34/74/11STARS · 7 DAYS
Current
7,706
7d Δ
+4
30d Δ
+0

Brain · Harness · Tools · Environment

Brains
Which LLM powers it
gpt-5
Harness
The loop pattern
Plan + execute
Tools
How it acts on the world
Custom
Environments
Where it lives
GitHub ActionCloud

Pulled from the dataset · updated daily

What is Sweep?

Sweep is an AI junior developer that turns bug reports and feature requests into code changes as pull requests, running entirely from GitHub issues.

What model powers Sweep?

Sweep runs on gpt-5. It uses a plan + execute pattern with custom tools.

Is Sweep open-source?

The harness is open under Apache-2.0 but Sweep depends on gpt-5, which are closed models. You bring your own API key.

How popular is Sweep?

Sweep has 7,706 stars on GitHub and gained 4 in the last 7 days across 35 contributors.

How does Sweep compare to other autonomous agents?

Sweep scores 53.4 on the composite capability rank · 7.6 points below the autonomous category average (61.0) across 4 peer agents.

Brains used

GitHub stats

Reposweepai/sweep
Stars7,706
7d Δ+4
Contributors35
Created2023-06-14
Last commit2025-09-18
How we score
Methodology

Composite capability · momentum formula · data sources.

Peer agents in the same category · sorted by capability