Autopilot

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Autopilot is a Coding & Development tool that uses GPT to read a codebase, create context, and solve tasks. It can implement code changes, pre-process files, and offers an interactive mode for task resolution.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Skill level

Technical

About

What is autopilot?

Autopilot is an AI tool designed to assist developers by leveraging GPT to understand and interact with codebases. It reads existing code, builds a metadata database for context, and then attempts to solve requested tasks by implementing code changes. Key features include pre-processing codebase files, implementing code changes, and providing a full process log for each AI interaction. It also offers an interactive mode, allowing users to review and control each step of the process with options to retry, continue, or abort. Autopilot can be used as a GitHub app to automatically resolve issues and manage pull requests, providing a direct integration with GitHub for an easy interface.

Best used for

Ideal for developers who need to automate routine code modifications, understand complex codebases quickly, and streamline their development workflow. Especially valuable for integrating AI assistance directly into GitHub for issue resolution and pull request management.

Common actions

automate code changes

understand codebase

resolve coding tasks

manage pull requests

debug code

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Capabilities

Key features

Pre-processes codebase files
Implements code changes
Parallel agent calls
Full process log
Interactive mode
GitHub app integration

Target Audience

developer

Integrations

github

Pricing & Plans

Open Source

Free

FAQs

What types of code changes can Autopilot implement?

Autopilot can create new files based on existing ones, and update multiple existing files. It currently cannot start new files from scratch, delete files, or install new third-party libraries due to the need for arbitrary code execution.

How does Autopilot handle code context and task resolution?

Autopilot generates and maintains a database with metadata on codebase files. It uses this metadata to decide which files are relevant for a given task and then attempts to implement the requested changes on those files, leveraging GPT for understanding.

Can Autopilot be used with GitHub?

Yes, Autopilot offers a GitHub app integration. This allows it to automatically resolve issues opened on GitHub and provides features for managing pull requests, offering a direct and easy interface for GitHub users.

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Open Source & Models DevOps & Infrastructure No-Code / Low-Code Testing & QA Backend & APIs Prompt Engineering

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