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What is Macroscope?

Macroscope is an analytics platform powered by AI, designed specifically for engineering and product teams, that integrates effortlessly with a company's codebase, commit logs, issue tracking systems like Linear or Jira, and Slack to generate insights about the development workflow automatically. Utilizing code-walking methods on the Abstract Syntax Tree (AST), it meticulously assesses code modifications to uncover the interconnections and dependencies within the code, eventually creating summaries for commits and pull requests, which also feature automated reviews and descriptions, along with tracking changes in the codebase and recognizing trends in feature development and bug fixing. Stakeholders are empowered to ask about progress using natural language, such as "What did we ship last week?", allowing them to access valuable insights on engineering resource allocation, detect critical bugs while minimizing false positives, and observe productivity and project status without needing to examine every detail of code changes. Additionally, this tool significantly improves communication efficiency among team members by consolidating information and promoting a more transparent understanding of project developments, ultimately leading to better decision-making within the team. By providing a comprehensive overview of ongoing progress, Macroscope not only streamlines workflows but also enhances collaboration across various roles within the organization.

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.

Media

Media

Integrations Supported

GitHub
Go
Java
JavaScript
Python
Rust
Ansible
Azure DevOps
Bitbucket
C#
GitHub Student Developer Pack
JSON
Linear
Microsoft Azure
OAuth
Ruby
SQL
Swift
Terraform
Travis CI

Integrations Supported

GitHub
Go
Java
JavaScript
Python
Rust
Ansible
Azure DevOps
Bitbucket
C#
GitHub Student Developer Pack
JSON
Linear
Microsoft Azure
OAuth
Ruby
SQL
Swift
Terraform
Travis CI

API Availability

Has API

API Availability

Has API

Pricing Information

$30 per month
Free Trial Offered?
Free Version

Pricing Information

$24/user/month
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Macroscope

Company Location

United States

Company Website

macroscope.com

Company Facts

Organization Name

DeepSource

Date Founded

2018

Company Location

United States

Company Website

deepsource.com

Categories and Features

Static Application Security Testing (SAST)

Application Security
Dashboard
Debugging
Deployment Management
IDE
Multi-Language Scanning
Real-Time Analytics
Source Code Scanning
Vulnerability Scanning

Static Code Analysis

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

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