Goose

Goose

Block
5.0 out of 5 stars
Goose NEO

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Goose:

About

Goose is an open-source, on-machine AI agent designed to automate engineering tasks directly within your terminal or integrated development environment (IDE). Operating locally, it efficiently executes tasks such as code generation, debugging, and deployment, allowing developers to focus on higher-level problem-solving. Goose's extensible architecture enables customization with preferred large language models (LLMs) and integration with external APIs, enhancing its capabilities to suit diverse project requirements. By autonomously handling complex tasks, Goose streamlines the development process, increasing productivity and reducing manual effort. Developers have praised Goose for its ability to manage tasks like updating dependencies, running tests, and automating code migrations, highlighting its effectiveness in real-world applications.
NEO:

About

NEO is an autonomous machine learning engineer: a multi-agent system that automates the entire ML workflow so that teams can delegate data engineering, model development, evaluation, deployment, and monitoring to an intelligent pipeline without losing visibility or control. It layers advanced multi-step reasoning, memory orchestration, and adaptive inference to tackle complex problems end-to-end, validating and cleaning data, selecting and training models, handling edge-case failures, comparing candidate behaviors, and managing deployments, with human-in-the-loop breakpoints and configurable enablement controls. NEO continuously learns from outcomes, maintains context across experiments, and provides real-time status on readiness, performance, and issues, effectively creating a self-driving ML engineering stack that surfaces insights, resolves standard settlement-style friction (e.g., conflicting configurations or stale artifacts), and frees engineers from repetitive grunt work.
Goose:

Platforms Supported

Windows Supported
Mac Supported
Linux Supported
Cloud Not Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported
NEO:

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported
Goose:

Audience

Software developers and engineers seeking an AI-powered assistant to automate coding tasks, streamline workflows, and enhance productivity within their terminal or IDE
NEO:

Audience

Machine learning engineering teams and data scientists looking for a solution to outsource routine ML pipeline execution to an autonomous system that builds, validates, and deploys models with minimal manual intervention
Goose:

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Not Supported
NEO:

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported
Goose:

API

Offers API Not Supported
NEO:

API

Offers API Not Supported
Goose:

Screenshots and Videos

NEO:

Screenshots and Videos

Goose:

Pricing

Free
Open source
Free Version Supported
Free Trial Not Supported
NEO:

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported
Goose:

Reviews/Ratings

Overall 5.0 / 5
ease 5.0 / 5
features 5.0 / 5
design 5.0 / 5
support 5.0 / 5
NEO:

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software
Goose:

Pros & Cons from Real Users

Pros

  • Really cool that it runs locally. Goose is an incredibly powerful AI coding agent that makes automating development tasks faster and more efficient. It streamlines coding workflows by handling repetitive programming tasks, optimizing performance, and assisting with complex problem-solving. One of the best things about Goose is how seamlessly it integrates into existing development environments. It understands multiple programming languages and can generate, refactor, and debug code with impressive accuracy. Whether you need to write boilerplate code or optimize an existing project, Goose delivers reliable results. Speed and efficiency are where Goose really stands out. It processes code quickly and provides intelligent suggestions that feel intuitive. The AI-powered decision-making helps reduce errors and improves overall development speed.

Cons

  • The only real downside is that it requires some initial setup and configuration, especially for users unfamiliar with AI coding agents. Additionally, while the command-line interface is robust, a more interactive UI would enhance the experience.
Goose:

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported
NEO:

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported
Goose:

Company Information

Block
Founded: 2009
United States
block.github.io/goose/
NEO:

Company Information

NEO
United States
heyneo.so/
Goose:

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Goose:

Categories

Agentic AI Supported
AI Agents Supported
AI Code Generators Supported
AI Coding Agents Supported
Vibe Coding Supported
NEO:

Categories

Agentic AI Supported
AI Coding Agents Supported
Goose:

Integrations

Claude Supported
Claude Duet Supported
Claude for Legal Supported
OpenAI Supported
C++ Supported
DS Bot Supported
Docker Not Supported
Elixir Supported
EmpirioLabs AI Supported
GLM Coding Plan Supported
GPT-4o Supported
Gemini Supported
IntelliJ IDEA Supported
JetBrains DataSpell Supported
Julia Supported
Jupyter Notebook Not Supported
LowRouter Supported
Python Supported
R Supported
Ruby Supported
NEO:

Integrations

Claude Supported
Claude Duet Supported
Claude for Legal Supported
OpenAI Supported
C++ Not Supported
DS Bot Not Supported
Docker Supported
Elixir Not Supported
EmpirioLabs AI Not Supported
GLM Coding Plan Not Supported
GPT-4o Not Supported
Gemini Not Supported
IntelliJ IDEA Not Supported
JetBrains DataSpell Not Supported
Julia Not Supported
Jupyter Notebook Supported
LowRouter Not Supported
Python Not Supported
R Not Supported
Ruby Not Supported
Goose:
Claim Goose and update features and information
Claim Goose and update features and information
NEO:
Claim NEO and update features and information
Claim NEO and update features and information