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Description
Amp is a next-generation coding agent engineered for developers working at the frontier of software development. It brings powerful AI agents directly into the terminal and code editors, allowing engineers to build, refactor, review, and explore large codebases with minimal friction. Unlike simple code assistants, Amp operates agentically, running subagents, managing context, and making coordinated changes across dozens of files. It supports multiple state-of-the-art models and continuously evolves with frequent updates, new agents, and performance improvements. Features like agentic code review, clickable diagrams, fast search subagents, and context-aware analysis make Amp feel like a true engineering partner rather than a chat tool. By reducing manual overhead and increasing leverage, Amp enables teams to focus on higher-level design and problem solving. The result is faster iteration, cleaner architectures, and more ambitious builds.
Description
Ml.ai serves as an AI coding assistant that follows your code wherever it may be. You can utilize it within environments like VS Code and Cursor, through its dedicated desktop application without the need for an IDE, by accessing it via the terminal, or as a pull request reviewer that evaluates each submission. Every interface operates using the same underlying technology, maintaining consistent settings and a unified memory of your repository.
Unlike many coding agents that rely on a single costly frontier model for every action, Ml.ai assigns specific tasks to specialized agents, selecting the most cost-effective model that meets your desired quality standards, often resulting in a reduction of model expenses by 30 to 45% for similar tasks. Its Explore feature reads and interprets the codebase, while Architect and Plan organize the project files, sequence tasks, and assess potential trade-offs. Only the General agent has the authority to make code alterations, ensuring that every change or command is subject to your explicit permission to Allow or Deny. The PR Reviewer not only provides a summary of each pull request but also adds detailed comments at the line level and executes builds and tests before suggesting either approval or requests for changes, without the ability to merge independently.
Additionally, Ml.ai offers reusable skills, supports background operations, and includes MCP server functionality, enhancing its overall utility.
API Access
Has API
No
API Access
Has API
No
Screenshots View All
No images available
Integrations
Cursor
Yes
C#
Yes
Claude
Yes
Claude Fable 5.1
Yes
Claude Sonnet 3.5
Yes
Erlang
Yes
GPT-5.1
Yes
GPT-5.1 Thinking
Yes
GPT-5.5
Yes
GPT-5.6 Luna
Yes
Integrations
Cursor
Yes
C#
No
Claude
No
Claude Fable 5.1
No
Claude Sonnet 3.5
No
Erlang
No
GPT-5.1
No
GPT-5.1 Thinking
No
GPT-5.5
No
GPT-5.6 Luna
No
Pricing Details
Free
Free Trial
Yes
Free Version
Yes
Pricing Details
No price information available.
Free Trial
No
Free Version
Yes
Deployment
Web-Based
Yes
On-Premises
Yes
iPhone App
No
iPad App
No
Android App
No
Windows
Yes
Mac
Yes
Linux
Yes
Chromebook
Yes
Deployment
Web-Based
No
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
Yes
Mac
Yes
Linux
Yes
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
Yes
In Person
No
Types of Training
Training Docs
No
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
Amp Code
Country
United States
Website
ampcode.com
Vendor Details
Company Name
Pixis.ai
Country
United States
Website
ml.ai/
Product Features
Artificial Intelligence
Chatbot
No
For Healthcare
No
For Sales
No
For eCommerce
No
Image Recognition
No
Machine Learning
No
Multi-Language
No
Natural Language Processing
No
Predictive Analytics
No
Process/Workflow Automation
No
Rules-Based Automation
No
Virtual Personal Assistant (VPA)
No
Product Features
Alternatives
Alternatives
No Alternatives
