★★★★☆ 4.0/5

Pricing: Freemium — from $19/mo

Best for: Programming & Code

Try Sweep →

Sweep

★★★★☆ 4.0
Try Sweep →

About

Sweep is an AI coding assistant that works directly in GitHub. When you assign a GitHub Issue to Sweep, it reads your codebase, plans the implementation, writes the code, and opens a pull request — all automatically. Designed for teams who want to tackle their backlog of small-to-medium engineering tasks without dedicating developer time.

In-Depth Review

Sweep turns GitHub Issues into pull requests autonomously. The concept is simple: describe what you want done in an issue, assign it to the Sweep bot, and come back to a PR. It's designed for the long tail of engineering work that always gets deprioritized — bug fixes, small features, tests, refactors, documentation.

## How Sweep Works

**1. File a GitHub Issue** Write a description of what needs to be done: "Fix the null pointer exception in the payment processing module" or "Add input validation to the user registration endpoint" or "Write unit tests for the auth service."

**2. Assign to Sweep** Add the `sweep` label to the issue or assign it to the Sweep bot. Sweep receives a webhook notification and starts working.

**3. Sweep Plans the Changes** Sweep reads your codebase to understand the context. It: - Identifies which files are relevant to the task - Reads the existing code and tests - Plans what changes are needed - Considers edge cases and existing patterns in your codebase

**4. Code is Written** Sweep implements the changes across the relevant files — following your existing code style, conventions, and patterns.

**5. PR Opened for Review** Sweep opens a pull request with: - The code changes - A description explaining what was changed and why - Notes on any design decisions or tradeoffs

You review, request changes if needed, and merge.

## What Sweep Does Well - Bug fixes with clear reproduction steps - Small feature additions (new API endpoints, UI components) - Test coverage additions for existing code - Documentation updates - Code refactoring following a defined pattern - Dependency updates with migration

## Limitations Sweep works best on well-defined, bounded tasks. Large architectural changes or tasks requiring deep product judgment are better handled by human engineers. The more context in the issue, the better the output.

## Setup Install the Sweep GitHub app, configure it in your repo, and start filing issues. Sweep works with any language or framework — it reads and understands your existing code.

## Pricing Free tier for open source and public repos. Pro plans for private repos start around $19/month. Team and enterprise plans available.

Pricing

Freemium — from $19/mo

Capabilities

GitHub issue-to-PR automationcodebase understandingautonomous coding agent

Technical

API Available
No
Languages
English
Model
Proprietary AI

Categories

Pros & Cons

Pros

  • Free tier available

Cons

  • Paid plans required for full access
  • No public API
  • Limited to English

Related Chatbots

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Frequently Asked Questions

Is Sweep free to use?
Sweep offers a free tier. Paid plans start from $19/mo.
What can Sweep do?
Sweep supports GitHub issue-to-PR automation, codebase understanding, autonomous coding agent. Sweep is an AI coding assistant that works directly in GitHub. When you assign a GitHub Issue to Sweep, it reads your codebase, plans the implementation, writes the code, and opens a pull request — al
Is Sweep good for programming & code?
Yes, Sweep is well-suited for programming & code. Sweep is an AI coding assistant that works directly in GitHub. When you assign a GitHub Issue to Sweep, it reads your codebase, plans the implementati
Does Sweep have an API?
Sweep does not currently offer a public API.
What languages does Sweep support?
Sweep primarily supports English.

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