Macroscope

Macroscope is an AI-powered understanding engine designed to bring unparalleled clarity to your product development process and significantly save engineering time. It solves the critical challenge of understanding real-time engineering activity and progress, enabling leaders to make informed decisions and empowering engineers to focus on building. By deeply analyzing your codebase and integrated tools, Macroscope synthesizes, summarizes, and answers key questions about what's happening across your projects.

Key Features

• ✍️ AI-Powered Commit & PR Summaries: Macroscope automatically generates accurate and concise summaries for your commits and pull requests. This eliminates the manual effort of writing descriptions, saving engineers valuable time and ensuring consistent, high-quality documentation that reflects the true changes in your codebase by synthesizing activity across projects and code.

• 🔎 Intelligent Code Review & Bug Detection: Accelerate your code review process and prevent issues before they reach production. Macroscope analyzes your pull requests to identify potential runtime bugs and suggest fixes, providing high-signal feedback that helps you merge code faster with greater confidence. This deep analysis ensures you catch critical issues that other tools might miss.

• 💬 Codebase Q&A (Ask Anything): Get instant answers to complex questions about your codebase, projects, and development activity. By performing deep research across your entire repository, git log, and integrated issue trackers, Macroscope provides accurate, context-rich answers, helping engineers debug, onboard, and explore poorly documented systems efficiently without distracting teammates.

• 📊 Real-time Engineering Insights: Gain immediate visibility into your team's product development progress and resource allocation. Macroscope synthesizes activity into real-time summaries, productivity trends, and ground-truth engineering allocation, enabling leaders to understand what's truly happening and make data-driven decisions. This insight helps you skip tedious syncs and focus on strategic priorities.

Use Cases

• Streamlining Engineering Leadership & Planning: As an engineering leader, you can use Macroscope to quickly understand weekly progress, see how engineering time is actually allocated, and get real-time summaries of product changes. This eliminates the need for extensive update meetings, allowing you to make informed decisions about priorities and resources based on ground-truth data.

• Accelerating Developer Workflows & Quality: Developers leverage Macroscope to automate PR descriptions and receive intelligent suggestions for bugs directly in their code reviews. This not only saves hours spent on documentation but also significantly reduces the likelihood of shipping defects, enabling faster, higher-quality code delivery.

• Enhancing Onboarding & Codebase Understanding: New team members or engineers tackling unfamiliar parts of the codebase can use Macroscope's Q&A feature to instantly research how specific code works, understand project context, or trace changes. This drastically reduces onboarding time and empowers engineers to become productive faster without constantly interrupting colleagues.

Unique Advantages

• Superior Code Understanding: Unlike tools that offer superficial analysis, Macroscope employs a unique "code walking" system that traverses your codebase's Abstract Syntax Tree (AST), building a comprehensive graph of your entire system. This deep contextual understanding allows it to process even the most complex, multi-repository codebases, generating highly accurate summaries and insights while significantly reducing "hallucinations" often seen in less sophisticated AI tools.

• Highest Signal, Lowest Noise Code Review: Macroscope stands out in bug detection and review clarity. Our internal benchmarks show Macroscope catches 5% more runtime bugs than the next best tool while generating 75% fewer comments, ensuring reviewers receive high-impact feedback without being overwhelmed by noise. This means more critical issues are identified effectively, streamlining your review process.

• Time Savings Across Your Organization: Macroscope is designed to benefit both leaders and engineers. It frees engineers from "the work around the work" by automating updates and PR descriptions, allowing them to focus on building. Simultaneously, it provides leaders with unparalleled, real-time visibility into engineering progress and allocation, eliminating the need for countless meetings and manual data aggregation.

• Robust Security & Data Privacy: We prioritize the security of your intellectual property. Macroscope is SOC 2 Type II compliant, encrypts all customer data at rest and in transit, and ensures architectural isolation of your code. Crucially, Macroscope has a strict no-training policy, meaning it does not train its models using your source code, and our agreements with model providers explicitly prohibit them from using your IP for training.

Conclusion

Macroscope offers a fundamental shift in how engineering teams operate, providing unmatched clarity for leaders and significant time savings for developers. By transforming complex code activity into actionable insights and automating tedious tasks, it empowers your team to build faster, smarter, and with greater confidence. Discover how Macroscope can revolutionize your product development workflow.