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Bito powers agentic AI tools for software development with Anthropic Claude 

San Francisco, California

Summary

This case study is a snapshot of the comprehensive study conducted and hosted by Anthropic, featuring insights from Bito’s CEO, Amar Goel. You can read the full case study on Anthropic’s site here. 

Bito uses multiple AI models to power its tooling, with Anthropic’s Claude being a key component. By integrating Claude into its AI Code Review Agent and Bito Wingman, Bito has equipped developers with tools that provide real-time code feedback, reduce regressions, and improve productivity.  

This collaboration has helped Bito deliver substantial improvements in development efficiency and code quality. 

89%

faster pull request cycles

34%

fewer code regressions

1 full day

saved per sprint

$14

ROI for every $1 spent on AI code review

Bito builds accurate AI tools trusted by developers across the world.

AI Code Review Agent: Detailed, contextual code reviews

Bito’s AI Code Review Agent uses Claude’s extensive context window to analyze entire code files and pull requests. It delivers precise, actionable feedback directly within GitHub, GitLab, and Bitbucket. Unlike traditional static analysis tools, it provides deeper insights into architectural patterns and possible security flaws.

  • Identifies logic errors and code inconsistencies 
  • Flags security vulnerabilities 
  • Provides targeted suggestions for improving code quality

“Claude’s reasoning capabilities have allowed Bito to deliver feedback on par with experienced engineers, catching issues that may otherwise go unnoticed.”

Amar Goel, CEO at Bito

Bito Wingman: AI-powered development assistance

Bito Wingman acts as an AI coding assistant, using Claude’s advanced reasoning to interpret developer instructions and complete coding tasks. Developers can ask it to troubleshoot, refactor code, or generate code snippets — all directly within their IDEs like VS Code and JetBrains.

  • Executes coding commands across development environments 
  • Automates routine coding tasks 
  • Suggests refactors and optimizations

Data security and trust

Security is a priority for Bito. With Claude, no customer code is stored or used for training models. Bito ensures that sensitive data remains protected, making it a reliable solution for organizations with strict compliance requirements.

  • No data storage or model training using customer code 
  • SOC 2 Type I certified 
  • Designed for enterprise-grade security

Real-world impact

Bito’s AI-powered tools have delivered measurable results for companies like PubMatic, Gainsight, and OBDS. OBDS used Bito to identify 473 issues across 136,500 lines of code in just one month. Their engineering teams found that 22% of Bito’s suggestions were accepted without modification, demonstrating the system’s accuracy and effectiveness.

“Bito Wingman has saved us significant development time while reducing the risk of regressions. It’s like having an extra senior engineer on the team.”

Charles Guerin, CEO at OBDS

OBDS case study

Gainsight also experienced significant improvements after implementing Bito’s AI Code Review Agent. The tool analyzed over 184,500 lines of code and identified 2,660 issues, helping Gainsight engineers detect code quality issues and performance bottlenecks faster.  

The result was a 49% faster pull request cycle and a 20% acceptance rate of Bito’s AI suggestions. Gainsight reported that Bito provided consistent and actionable feedback, reducing human review time and post-release defects. 

“Bito has been an essential part of optimizing our development cycle. It ensures our code is clean, secure, and production-ready faster than ever before.”

Naveen Ithappu, Senior Engineering Leader at Gainsight 

Gainsight case study

Why Bito chose Claude

Bito evaluated multiple AI models before selecting Claude for its superior problem-solving abilities, particularly in technical environments. Three key factors set Claude apart: 

  • Advanced Reasoning: Claude interprets complex technical queries and delivers logical solutions. 
  • Contextual Awareness: The model handles large codebases and cross-file references. 
  • Enterprise Security: Bito trusted Claude’s robust data privacy and secure API infrastructure. 

“We chose Claude for its superior understanding of complex technical queries and safe handling of sensitive data. Its ability to understand and generate executable code set it apart from other LLMs.”

Amar Goel, CEO at Bito 

Building the future of coding AI agents

Bito plans to continue evolving its AI capabilities by collaborating closely with Anthropic. Future updates will further enhance Bito Wingman and Code Review Agent, ensuring developers can tackle increasingly complex coding challenges with confidence. 

Learn more about how Bito supports developers: Bito case studies 

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