GitLab Code Suggestions — What's That AI

GitLab Code Suggestions ✓

Accelerate coding with AI-assisted code suggestions.

Source rating 5.0 (1) 5.2k views 41 saves Freemium

Verdict

A quick read before you dig into the full page.

Best if

Accelerate coding with AI-assisted code suggestions

Skip if

Limited IDE support

Pick this when

Enhances coding productivity

Overview

GitLab's AI-Assisted Code Suggestions is an innovative tool which aims to improve coding productivity by offering predictive completions for code blocks, defining function logic, generating tests, and suggesting common code like regex patterns, all within a familiar coding environment.

With the main focus on privacy, GitLab guarantees that non-public customer code doesn't serve as part of the training data for this feature. The tool also has multilingual support, offering AI-powered code suggestions in 14 languages, including C++, C#, Go, Google SQL, Java, JavaScript, Kotlin, PHP, Python, Ruby, Rust, Scala, Swift, and TypeScript.

The service also integrates well with different IDEs, as GitLab extensions can be found in popular IDE marketplaces. These include the GitLab Web IDE, VS Code, Visual Studio, Jetbrains-based IDEs, and NeoVIM.

Additionally, GitLab's Code Suggestions is available for self-managed GitLab instances via a secure connection to GitLab.com. The tool continually improves the quality of suggestions with new prompt engineering, intelligent model routing, and expanded contexts for inference windows.

Access & connections

Where you can use GitLab Code Suggestions, and what it plugs into.

Platforms

Web

Capabilities

What this tool accepts, produces, and is strongest at.

Input

Code

Output

Code

Supported features

Code Review
Code Assistant
Autocomplete

Pros & cons

Pros

Enhances coding productivity
Accelerates software development
Completes lines with one keystroke
Quickly starts functions
Generates boilerplate code
Generates tests
Prioritizes data privacy
Prioritizes data security

Show 36 more

Keeps source code protected
Doesn't use code as training data
Uses open-source pre-trained models
Models are continually fine-tuned
Customized open-source dataset
Supports multi-language coding
Supports broad range IDEs
Planning to extend capabilities
Code suggestions for self-managed instances
Vast language support
Data privacy guarantee
Coming support for additional IDEs
Integrated IDE support
Improving suggestion quality
Expanded contexts for inference
Interactive demo
Ease of use
Continual expansion plans
Jetbrains support
VS Code support
Web IDE support
Visual Studio support
Ruby support
Swift support
Scala support
Rust support
Python support
Kotlin support
JavaScript support
Java support
Google SQL support
Go support
C# support
C++ support
TypeScript support
NeoVIM support

Cons

Supports only 13 languages
Limited control over suggestions
Limited to GitLab cloud infrastructure
Static suggestion presentation
Doesn't use customer's code for training
Requires secure connection for self-managed instances
Limited IDE support
No retention of source code inference

FAQ 12

What features does GitLab's AI-assisted Code Suggestions offer?

GitLab's AI-assisted Code Suggestions offers features such as predictive completions for code blocks, defining function logic, generating tests, and suggesting common code like regex patterns. It also supports multi-language coding and environment-specific IDEs.

Can GitLab's AI-assisted Code Suggestions complete entire lines of code?

Yes, GitLab's AI-assisted Code Suggestions can complete entire lines of code. This feature enhances coding productivity significantly.

How does GitLab's AI-assisted Code Suggestions prioritize data privacy and security?

GitLab's AI-assisted Code Suggestions prioritizes data privacy and security by ensuring that proprietary source code is protected and not used as training data. The source code inference against the Code Suggestions model is not retained within GitLab's enterprise cloud infrastructure.

What type of data does GitLab's AI-assisted Code Suggestions use as training data?

GitLab's AI-assisted Code Suggestions uses open-source pre-trained models, fine-tuned with a customized open-source dataset as training data. It does not use proprietary source code as part of its training data.

How does GitLab's AI-assisted Code Suggestions support multi-language coding?

GitLab's AI-assisted Code Suggestions supports multi-language coding by continuously fine-tuning its open-source pre-trained models with a customized open-source dataset. This allows it to provide intelligent code suggestions for multiple programming languages.

What programming languages does GitLab's AI-assisted Code Suggestions support?

GitLab's AI-assisted Code Suggestions supports 14 programming languages including C/C++, C#, Go, Google SQL, Java, JavaScript, Kotlin, PHP, Python, Ruby, Rust, Scala, Swift, and TypeScript.

Will GitLab expand the capabilities of Code Suggestions in the future?

Yes, GitLab does have plans to expand the tool's capabilities in the future. They are working on providing Code Suggestions for self-managed instances through a secure connection to GitLab.com. They also plan to improve the user experience by offering support for additional IDEs and enhancing how suggestions are presented and accepted within IDEs.

Does GitLab's AI-assisted Code Suggestions offer support for additional IDEs?

Yes, GitLab's AI-assisted Code Suggestions will be offering support for additional IDEs such as JetBrains IntelliJ-based IDEs and Visual Studio.

How does GitLab plan to enhance how suggestions are presented within IDEs?

GitLab plans to enhance how suggestions are presented within IDEs by improving the suggestion quality with new prompt engineering, intelligent model routing, and expanded contexts for inference windows. This will give developers more control over the feature.

Does GitLab's AI-assisted Code Suggestions use proprietary source code as part of its training data?

No, GitLab's AI-assisted Code Suggestions doesn't use proprietary source code as part of its training data. The service is built with privacy-first in mind and non-public customer code doesn't serve as training data.

How does GitLab's Code Suggestions integrate with different IDEs?

GitLab's Code Suggestions integrates well with different IDEs through GitLab extensions that can be found in popular IDE marketplaces. Currently, it is compatible with the GitLab Web IDE, VS Code, Visual Studio, Jetbrains-based IDEs, and NeoVIM.

Can GitLab's Code Suggestions be used for self-managed GitLab instances?

Yes, GitLab's Code Suggestions can be used for self-managed GitLab instances via a secure connection to GitLab.com.

GitLab Code Suggestions ✓

Verdict

Overview

Best for

Accelerate coding with AI-assisted code suggestions.

Example outputs 1