Augment Code

Augment Code

Harness
Factory Droid

Factory Droid

Factory.ai
+
+

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About

Augment Code is an AI-powered software development platform that helps engineering teams write, understand, review, and maintain code across complex projects. Its Context Engine uses semantic indexing to analyze codebases, identify relationships between files, and retrieve relevant information from multiple repositories. The platform provides AI coding agents that assist with implementing features, debugging issues, refactoring code, and generating tests. Developers can access these capabilities through supported development environments, command-line tools, and integrations with other AI coding assistants. Augment Code also offers automated code review functionality that evaluates changes for correctness, security concerns, and architectural issues. Its agent orchestration capabilities support coordinated development workflows with human approval checkpoints and shared knowledge across engineering teams.

About

Factory Droid is an enterprise-grade AI development platform from Factory.ai that helps engineering teams build, refactor, migrate, and ship software faster. The platform acts as an orchestration layer for autonomous engineering, allowing teams to plan complex initiatives and delegate execution to parallel AI Droids. Developers can use Droid to manage multi-step workflows such as feature development, code migrations, refactors, and other large engineering tasks. Factory Droid is designed for both fast-moving software teams and enterprise environments that require security, compliance, and scalable infrastructure. The platform supports industries such as financial services, healthcare, telecom, defense, national security, national labs, and SaaS. Factory Droid helps organizations accelerate development by combining AI agents, mission planning, and autonomous software execution in one engineering platform.

Platforms Supported

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

Platforms Supported

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

Audience

Software developers, engineering teams, DevOps professionals, platform engineers, technical leads, and enterprise development organizations seeking AI-assisted coding, codebase analysis, automated code reviews, and coordinated software development workflows

Audience

Factory Droid is designed for software engineering teams, enterprise technology leaders, SaaS companies, regulated industries, and organizations that need autonomous AI agents to plan, build, refactor, migrate, and ship software at scale

Support

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

Support

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

API

Offers API Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

$50 per developer per month
Plans:

Community: Free
Developer: $50/month
Pro: $100/month
Max: $250/month
Free Version Supported
Free Trial Supported

Pricing

$20/month
Pro: $20/month
Plus: $100/month
Max: $200/month
Free Version Not Supported
Free Trial Not Supported

Reviews/Ratings

Overall 5.0 / 5
ease 4.5 / 5
features 5.0 / 5
design 5.0 / 5
support 5.0 / 5

Reviews/Ratings

Overall 5.0 / 5
ease 5.0 / 5
features 5.0 / 5

Pros & Cons from Real Users

Pros

  • Clean, easy-to-use interface Smart, fast, and helpful AI suggestions Very responsive and human-centered support team Transparent pricing and generous gesture when issues arise The team genuinely cares about their users
  • Augment Code's new Remote Agents feature is a game-changer for professional software engineers, particularly when working with large codebases. As a developer, I’ve never had an assistant so deeply integrated into my workflow. The AI-powered Agent knows my codebase inside and out, and it provides real-time insights, context, and suggestions, tailored specifically to my project. Whether I’m working on SDK migration, code refactoring, or documentation, the agent offers step-by-step guidance to help me navigate complex tasks with ease. One of the standout features is multi-repo code context—I no longer need to switch between multiple repositories or lose track of dependencies. This saves a tremendous amount of time and ensures I stay productive. Augment Code integrates seamlessly with popular IDEs like VS Code, IntelliJ, Vim, and even Slack, ensuring it fits perfectly into my existing workflow.

Cons

  • Minor billing hiccup when updating payment methods Initial confusion around subscription renewal
  • While the AI Agent is impressive, the only limitation I’ve encountered is that it occasionally struggles with providing context for very specific, niche libraries or tools that are not part of the more common frameworks. However, this is a minor issue and doesn’t detract from the overall usefulness of the tool, especially when it’s highly effective with mainstream tools and codebases.

Pros & Cons from Real Users

Pros

  • Factory Droid feels like a serious coding agent because it is built to do more than autocomplete. It can take a natural-language task, plan the work, edit code, run tests, and help move changes toward shipping. I like that it works across the terminal, IDE, and cloud. That makes it flexible for different workflows, whether I want to stay local, use VS Code context, or pick up a session from the browser. The support for approvals, model switching, MCPs, skills, and AGENTS.md instructions is also a big plus. It feels designed for real engineering teams that need control, project context, and repeatable workflows.

Cons

  • I would still review everything carefully. Any agent that can edit code, run commands, and work across a repo needs tests, diffs, and human oversight.

Training

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

Training

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

Company Information

Harness
Founded: 2022
United States
www.augmentcode.com

Company Information

Factory.ai
Founded: 2023
United States
factory.ai/

Alternatives

JetBrains Junie

JetBrains Junie

JetBrains

Alternatives

Claude Code

Claude Code

Anthropic
Amp

Amp

Amp Code
Aider

Aider

Aider AI
Claude Code

Claude Code

Anthropic
Factory

Factory

Factory.ai

Categories

Agentic AI Supported
AI Code Generators Supported
AI Code Review Supported
AI Coding Agents Supported
Vibe Coding Supported

Categories

Integrations

Claude Fable 5 Supported
Claude Fable 5.1 Supported
Claude Fable 5.5 Supported
Claude Haiku 5.5 Supported
Claude Mythos 5 Supported
Claude Mythos 5.1 Supported
Claude Opus 4.7 Supported
Claude Opus 4.8 Supported
Claude Opus 5 Supported
Claude Opus 5.5 Supported
Claude Sonnet 4.6 Supported
Claude Sonnet 5.5 Supported
GLM-5.2 Supported
GLM-5.3 Supported
GPT-5.5 Supported
GPT-5.5 Pro Supported
Gemini 3.1 Pro Supported
Kimi K3 Supported
Model Context Protocol (MCP) Supported
GPT-5.1 Thinking Supported

Integrations

Claude Fable 5 Supported
Claude Fable 5.1 Supported
Claude Fable 5.5 Supported
Claude Haiku 5.5 Supported
Claude Mythos 5 Supported
Claude Mythos 5.1 Supported
Claude Opus 4.7 Supported
Claude Opus 4.8 Supported
Claude Opus 5 Supported
Claude Opus 5.5 Supported
Claude Sonnet 4.6 Supported
Claude Sonnet 5.5 Supported
GLM-5.2 Supported
GLM-5.3 Supported
GPT-5.5 Supported
GPT-5.5 Pro Supported
Gemini 3.1 Pro Supported
Kimi K3 Supported
Model Context Protocol (MCP) Supported
GPT-5.1 Thinking Not Supported
Claim Augment Code and update features and information
Claim Augment Code and update features and information
Claim Factory Droid and update features and information
Claim Factory Droid and update features and information