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Ratings and Reviews 21 Ratings
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Checksum.aiAI coding tools have fundamentally changed how software gets built. Developers are shipping more code, faster, with less friction than ever before. But the organizations benefiting most from AI-accelerated development are running into the same wall: quality hasn't kept pace. More code means more surface area for bugs. More PRs means more review burden on senior engineers. More releases means more chances for regressions to reach customers. The bottleneck has moved from writing code to verifying it, and verification is still largely manual. Checksum is a continuous quality platform built for this reality. Its suite of AI agents autonomously generates, runs, and maintains tests across every layer of the software development lifecycle: end-to-end UI flows, API endpoint coverage, and PR-level CI validation, so engineering teams can move fast without sacrificing reliability. What sets Checksum apart: it doesn't wait for instructions. It works as a background agent, continuously monitoring your codebase, generating tests for what matters, and repairing broken tests as the product evolves. Seventy percent of test failures resolve automatically, eliminating the maintenance burden that causes most test suites to decay and get abandoned. Every test Checksum produces is real, Playwright code you own, submitted as a PR to your repository. No vendor lock-in. Teams keep full control. Checksum is fine-tuned on 1.5+ million test runs and integrates natively with Cursor, Claude Code, and 100+ AI coding agents via /checksum slash commands. Testing happens before code review, not after. Generation and healing run on Checksum's cloud, consuming no LLM tokens or local resources. The bottom line: Checksum gives engineering teams the confidence to ship at the speed AI makes possible.
What is Cody?
Cody is a sophisticated AI coding assistant created by Sourcegraph to improve software development's efficiency and quality. It works effortlessly within popular Integrated Development Environments (IDEs) such as VS Code, Visual Studio, Eclipse, and various JetBrains tools, offering features like AI-enhanced chat, code autocompletion, and inline editing, all while preserving existing workflows. Tailored forenterprise teams, Cody focuses on maintaining consistency and quality throughout entire codebases by leveraging extensive context and shared prompts. Moreover, it broadens its contextual insights beyond mere code by integrating with platforms like Notion, Linear, and Prometheus, thus creating a comprehensive picture of the development landscape. By utilizing advanced Large Language Models (LLMs), including Claude Sonnet 4 and GPT-4o, Cody provides customized assistance that can be fine-tuned for various applications, striking a balance between speed and performance. Users have reported notable increases in productivity, with some indicating time savings of around 5-6 hours weekly and a doubling of their coding efficiency when utilizing Cody. As developers continue to explore its features, the potential for Cody to transform coding practices becomes increasingly evident.
What is Devin Desktop?
Devin Desktop is an AI-powered integrated development environment that enables developers to manage fleets of coding agents while maintaining complete control over the software development lifecycle. Built as the evolution of Windsurf, the platform combines advanced AI agents, a fully featured IDE, and collaborative workflow management into a single development experience. Developers can assign coding tasks to local or cloud-based agents, allowing autonomous execution of research, implementation, testing, debugging, optimization, and documentation activities. The platform's Agent Command Center provides centralized visibility into ongoing agent work, making it easier to coordinate multiple development efforts simultaneously. Features such as Spaces enable shared context and Git worktrees across agents, while Fast Context rapidly surfaces relevant code, files, and dependencies to accelerate development. Devin Desktop includes Supercomplete, which predicts developer intent beyond simple code completion, helping users work faster and remain focused. The platform supports multiple AI models and agent frameworks through the Agent Client Protocol, providing flexibility across different coding workflows and use cases. Extensive integrations with development, collaboration, monitoring, and project management tools allow organizations to connect AI-assisted development with their existing technology stack. Built-in code review, debugging, and traceability features ensure developers can inspect, validate, and refine every AI-generated change before deployment. The platform is designed for organizations that want to scale AI-assisted software engineering while maintaining visibility, governance, and code quality standards. Devin Desktop helps developers and engineering teams accelerate software delivery by combining autonomous AI execution with professional development tools and human oversight.
Integrations Supported
Android Studio
AppCode
C
CLion
CSS
Claude Sonnet 3.5
DataGrip
Go
GoLand
JetBrains DataSpell
Integrations Supported
Android Studio
AppCode
C
CLion
CSS
Claude Sonnet 3.5
DataGrip
Go
GoLand
JetBrains DataSpell
API Availability
Has API
API Availability
Pricing Information
$59
Enterprise ($59/user/month): AI & search with enterprise-level security, scalability, and flexibility
Pricing Information
Free
Individual Plans:
Free Plan: $0
Pro: $15/month
Pro Ultimate: $60/month
For Organizations:
Teams: $35/user/month
Teams Ultimate: $90/user/month
Enterprise: Contact us
Free Plan: $0
Pro: $15/month
Pro Ultimate: $60/month
For Organizations:
Teams: $35/user/month
Teams Ultimate: $90/user/month
Enterprise: Contact us
Free Version
Free Trial Offered?
Supported Platforms
SaaS
Windows
Mac
On-Prem
Chromebook
Linux
Supported Platforms
SaaS
Windows
Mac
On-Prem
Linux
Customer Service / Support
Web-Based Support
Customer Service / Support
Web-Based Support
Training Options
Documentation Hub
Online Training
Training Options
Documentation Hub
Online Training
Company Facts
Organization Name
Sourcegraph
Date Founded
2013
Company Location
United States
Company Website
sourcegraph.com/cody
Company Facts
Organization Name
Cognition
Date Founded
2023
Company Location
United States
Company Website
devin.ai/desktop
Categories and Features
Agentic AI
Not specified
AI Code Generators
Not specified
AI Code Refactoring
Not specified
AI Code Review
Not specified
AI Coding Agents
Not specified
AI Coding Assistants
Not specified
AI Copilots
Not specified
AI Tools
Not specified
Artificial Intelligence
Chatbot
Natural Language Processing
Code Search
Not specified
Vibe Coding
Not specified
Categories and Features
Agentic AI
Not specified
AI App Generators
Not specified
AI Code Generators
Not specified
AI Code Refactoring
Not specified
AI Code Review
Not specified
AI Coding Agents
Not specified
AI Coding Assistants
Not specified
AI Copilots
Not specified
AI IDEs
Not specified
AI Tools
Not specified
Code Editors
API
Auto-Complete
Code Folding
Column Editing
Customizable Themes
Debugging
Formatting / Table Editing
Keyboard Shortcuts
Multi-Monitor Editing
Syntax Highlighting
WYSIWYG
Code Review
Not specified
IDE
Not specified
Vibe Coding
Not specified