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What is DeepSource?

DeepSource is an AI-powered platform designed to automate code reviews and help engineering teams build more secure and reliable software. It uses a hybrid analysis approach that combines deterministic static code analysis with advanced AI review agents to examine code changes. The platform integrates seamlessly with development environments such as GitHub, GitLab, Bitbucket, and Azure DevOps, enabling automatic analysis of pull requests. Each code change is scanned for bugs, security vulnerabilities, performance risks, complexity issues, and maintainability concerns. Developers receive inline comments and structured review summaries that explain problems and suggest improvements. The system includes Autofix capabilities that generate verified patches for many detected issues, allowing developers to resolve problems quickly. DeepSource also monitors dependency vulnerabilities using reachability and taint analysis to identify which open-source risks actually affect the codebase. Security tools detect exposed secrets, API keys, and credentials before they reach production environments. Infrastructure-as-code scanning helps identify configuration weaknesses in Terraform and CloudFormation files. Teams can track test coverage to ensure new code is properly tested before merging. Compliance reports map vulnerabilities to recognized security standards such as OWASP Top 10 and SANS Top 25. The platform also offers full codebase scanning to identify long-term quality and security issues across existing repositories. By combining automation, security intelligence, and actionable feedback, DeepSource enables organizations to scale development without sacrificing code quality.

What is Codacy?

Codacy is a unified platform that brings together code quality, application security, and AI risk protection to support modern, fast-paced development environments. It provides continuous analysis across the entire software development lifecycle, from local development in IDEs to production environments. The platform performs static application security testing (SAST), dynamic testing (DAST), dependency scanning, and infrastructure-as-code analysis to detect vulnerabilities and misconfigurations early. Codacy’s AI Guardrails enhance this process by identifying and fixing issues in AI-generated code, ensuring compliance with organizational standards. Developers receive real-time feedback, automated pull request checks, and detailed insights into code complexity, duplication, and test coverage. Centralized rule management enables organizations to enforce consistent coding and security standards across all teams and repositories. The platform integrates with popular tools like GitHub, GitLab, and CI/CD pipelines, making adoption seamless. Codacy also supports automated unit test generation and advanced reporting through its MCP-powered interactions. By reducing manual effort and improving visibility, it allows developers to focus on building high-quality software. The result is faster delivery cycles, stronger security posture, and more maintainable codebases. Codacy is trusted by thousands of organizations worldwide to streamline development while minimizing risk.

Media

Media

Integrations Supported

Bitbucket
C#
C++
Docker
GitHub
GitLab
Go
JSON
Java
JavaScript
PHP
Python
Ruby
SQL
Scala
Terraform
GitHub Student Developer Pack

Integrations Supported

Bitbucket
C#
C++
Docker
GitHub
GitLab
Go
JSON
Java
JavaScript
PHP
Python
Ruby
SQL
Scala
Terraform
C
PostgreSQL
Workers by Delos

API Availability

API Availability

Pricing Information

$24/user/month
Free Trial Offered?

Pricing Information

$21/user/month
Free Version
Free Trial Offered?

Supported Platforms

SaaS

Supported Platforms

SaaS
Windows
Mac
On-Prem

Customer Service / Support

Standard Support
Web-Based Support

Customer Service / Support

Standard Support
Web-Based Support

Training Options

Documentation Hub
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training

Company Facts

Organization Name

DeepSource

Date Founded

2018

Company Location

United States

Company Website

deepsource.com

Company Facts

Organization Name

Codacy

Date Founded

2012

Company Location

Portugal

Company Website

www.codacy.com

Categories and Features

Categories and Features

AI Code Review

Not specified

AI Coding Assistants

Not specified

AI Guardrails

Not specified

AI Tools

Not specified

Automated Testing

Security Testing

Code Coverage

Not specified

Code Quality

Not specified

Code Review

Not specified

Code Security

Not specified

DORA Metrics

Not specified

Static Code Analysis

Analytics / Reporting
Code Standardization / Validation
Multiple Programming Language Support
Provides Recommendations
Standard Security/Industry Libraries
Vulnerability Management

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