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Augment Code Launches AI Agent with 70% Win Rate, Surpassing GitHub Copilot and Achieving Record SWE-bench Score

AI coding tools, AI Integration, Augment Agent, Augment Code, developer productivity, software development, software engineering

Augment Code, a startup founded in 2022, has launched its new AI coding assistant named Augment Agent, aimed at simplifying the management of complex software projects. Unlike typical coding tools that generate simple code, this technology focuses on helping developers work with large codebases that can have millions of lines across multiple repositories. The company claims it has achieved the highest score in industry benchmarks for AI coding capabilities by combining advanced AI models. Augment’s real-time synchronization feature allows teams to stay updated with changes, enhancing collaboration. With backing from major investors and a commitment to security, Augment Agent promises to improve developer productivity while preserving high software quality.



Augment Code Launches Innovative AI Tool for Complex Software Projects

Today, Augment Code, a startup specializing in AI coding assistance, introduced its groundbreaking technology, the Augment Agent. This new tool is designed specifically to help developers work through large software engineering projects, allowing them to manage complex codebases that may contain millions of lines of code across various repositories. Unlike traditional AI coding tools that focus on simple code generation, Augment Agent shines in navigating and modifying extensive existing code.

Achieving unprecedented success, Augment Code announced that it holds the highest score on the SWE-bench verified, an industry benchmark for AI coding capabilities. This accomplishment is a result of integrating Anthropic’s Claude Sonnet 3.7 and OpenAI’s O1 reasoning model.

Scott Dietzen, CEO of Augment Code, explained that the industry’s typical approach concentrates on “zero to one” coding. However, Augment is dedicated to enhancing the maintenance of expansive software ecosystems, incorporating years of collaborative efforts from numerous developers.

Founded in 2022, Augment Code has raised $270 million so far, with a recent Series B funding round of $227 million in April 2024, bringing its total valuation to $977 million. The company is backed by notable investors such as Sutter Hill Ventures, Index Ventures, and Innovation Endeavors.

One of the standout features of the Augment Agent is its impressive ability to understand the context of massive codebases. With a 200,000 token context window, this AI model can perform real-time sampling, pinpointing relevant portions of the code. This ability sets it apart from competitors, who often fail to handle large codebases effectively.

Moreover, Augment’s tool provides real-time synchronization of code changes among team members. According to Dietzen, this ensures that developers are always viewing the latest iterations, enhancing collaboration and efficiency.

The Augment Agent also features a “Memories” function which helps the AI learn from a developer’s interactions, adapting to their individual coding styles and preferences. This level of personalization reflects the balance between adhering to mathematical coding logic and the art of crafting aesthetically pleasing, structured code.

Understanding the importance of enterprise security, Augment has built robust security measures and integrations with popular developer tools like GitHub and Jira.

The Augment Agent is currently available for VS Code users, with early access for JetBrains users. The availability of this tool coincides with a growing interest among enterprises to leverage AI for improved software development and productivity.

In conclusion, Augment’s innovative approach may well reshape how developers approach large software projects, enhancing both collaboration and security while ensuring a focus on quality coding. As AI continues its evolution in software engineering, Augment Code positions itself at the forefront, promising a future where humans and AI work in harmony to produce superior software solutions.

Tags: Augment Code, AI coding tools, software engineering, Augment Agent, developer productivity, software development, AI integration

What is Augment Code’s AI agent?

Augment Code’s AI agent is a smart tool designed to help software developers write better code. It has a 70% win rate over GitHub Copilot and has achieved a record score on the SWE-bench, which is a benchmark for coding performance.

How does the AI agent compare to GitHub Copilot?

The AI agent performs better than GitHub Copilot, winning 70% of the time in head-to-head tests. This means it provides more accurate suggestions and can help developers complete their tasks more efficiently.

What is the SWE-bench score?

The SWE-bench score is a measurement of how well an AI can assist in software engineering tasks. The Augment Code AI agent has set a new record with its high score, showing its effectiveness in coding and problem-solving.

Who can benefit from using the AI agent?

Software developers of all levels can benefit from using the AI agent. Whether you are a beginner or an experienced programmer, it can help you write code faster and with fewer errors.

How can I get started with Augment Code’s AI agent?

Getting started is easy. You can visit Augment Code’s website to sign up and learn more about how to use the AI agent in your coding projects. There’s guidance available to help you maximize its benefits.

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