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Agent

Macroscope

AI agent for codebase analysis, summaries, bug detection, and PR review.

Source rating 5.0 (83) 48k views 48k/mo traffic 0 saves Paid
AI agent Codebase analysis PR Review
More categories (13)
Bug Detection Commit Summaries Engineering Productivity DEVELOPER TOOLS Project management Code insights AI code review Software-development Devops Git integration Slack integration Jira integration Linear integration
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From $30 /developer / month

Verdict

A quick read before you dig into the full page.

Best if
You are engineering Leaders and need: Understanding product changes and how engineering time is allocated
Skip if
You need a free plan with no credit card
Pick this when
Paid · From $30 /developer / month

Overview

Macroscope is an AI agent designed to understand your codebase, summarize activity, catch bugs, answer questions about product development, and automatically review Pull Requests (PRs). It provides automatic analysis of product development, helping engineering teams gain actionable insights, save time, and enhance productivity. Macroscope generates accurate commit summaries, schedules custom team summaries, offers real-time project overviews, and performs high-signal bug detection and fixing through Abstract Syntax Tree (AST) analysis. It integrates seamlessly with GitHub, Jira/Linear, and Slack to provide comprehensive insights and support across the development workflow.

Macroscope screenshot

Best for

Short scenarios where Macroscope tends to shine.

  • Understanding product changes and how engineering time is allocated.

    Best for Engineering Leaders

  • Providing leaders with actionable insights into development progress.

    Best for CTOs

  • Enabling engineers to focus more on building and less on reporting.

    Best for CEOs

  • Reducing time-to-root-cause in troubleshooting.

    Best for SVP of Product Development

  • Organizing project plans and release artifacts.

    Best for Product Leads

  • Illuminating areas that lack clear documentation.

    Best for Engineers

  • Helping product leads stay informed on engineering progress and developer productivity.

    Best for Developers

  • Generating release notes automatically.

    Best for Project Managers

Example outputs 1

Sample generations and before/after results for Macroscope.

Macroscope screenshot
Macroscope screenshot

Access & connections

Where you can use Macroscope, and what it plugs into.

Platforms

Web

Integrations

GitHub Linear Slack Jira

Capabilities

What this tool accepts, produces, and is strongest at.

Highlights

  • Automatic commit summaries
  • Automatic PR descriptions and reviews
  • High-signal bug detection and fixing in PRs
  • Real-time project summaries
  • Scheduled engineering standup summaries
  • Q&A with your codebase and git log (Ask Macroscope Anything)
  • Team productivity statistics
  • Codebase activity summarization

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FAQ 8

What is Macroscope?
Macroscope is an AI agent designed to understand your codebase, summarize activity, catch bugs, answer questions about product development, and automatically review Pull Requests (PRs). It provides automatic analysis of product development, helping engineering teams gain actionable insights, save time, and enhance productivity. Macroscope generates accurate commit summaries, schedules custom team summaries, offers real-time project overviews, and performs high-signal bug detection and fixing through Abstract Syntax Tree (AST) analysis. It integrates seamlessly with GitHub, Jira/Linear, and Slack to provide comprehensive insights and support across the development workflow.
How to use Macroscope?
Macroscope is designed for quick setup and integrates with your existing development tools:
1. **Connect GitHub**: Install the GitHub app to automatically start summarizing commits and pull requests, identifying projects, providing productivity statistics, and performing code review on PRs.
2. **Connect Jira / Linear**: Integrate with your ticketing system (Jira or Linear) to enrich Macroscope's understanding of why work is happening and what tasks remain. This step is optional.
3. **Connect Slack**: Ask any questions directly in Slack to receive answers grounded in your codebase, git log, PRs, and issue tracking system.
What is Macroscope?
Macroscope is an AI agent that understands your codebase to summarize activity, catch bugs, answer questions, and automatically review PRs, aiming to save engineering time and improve productivity.
How does Macroscope help engineering teams?
Macroscope helps engineering teams by providing automatic commit and PR summaries, real-time project insights, bug detection, and the ability to ask questions about the codebase, reducing reporting time and speeding up code reviews.
How does Macroscope detect bugs?
Macroscope analyzes your repository's Abstract Syntax Trees (ASTs) to build dynamic knowledge graphs and understand your code, leading to high-signal bug detection with fewer false positives.
Is Macroscope secure?
Yes, Macroscope is SOC 2 Type II Compliant. All customer data is encrypted, customer code is architecturally isolated, employees cannot access source code, and models are not trained using customer source code.
What is Macroscope's pricing model?
Macroscope uses a hybrid pricing model combining a monthly subscription per active developer (with a 5-seat minimum) and flexible usage-based credits. The subscription includes credits equal to the monthly cost.
Does Macroscope offer a free trial?
Yes, Macroscope offers a 2-week free trial for its Teams plan.
Macroscope From $30 /developer / month
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