Explore how companies use AI {agent type}






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Bito implemented AI-powered developer agents by integrating Anthropic's Claude and leveraging Claude 3.7 Sonnet for advanced reasoning into its code review and coding workflows. They utilized Anthropic’s robust API and developer-friendly infrastructure to embed an AI Code Review Agent and Bito Wingman directly within developers’ Git workflows and popular IDEs, enabling automated analysis of pull request diffs and code architecture. This integration streamlined code review, error detection, and code generation processes while upholding security standards.
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Augment code integrated Anthropic's Claude within Google Cloud's Vertex AI to develop an AI-powered code assistant that provides expert-level contextual understanding of complex software systems. By automating code comprehension, debugging, documentation, and change propagation within development workflows, the solution dramatically reduced project timelines and sped up developer onboarding while ensuring SOC 2 Level 2 compliant security protocols.

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Factory built a command center for software development by embedding OpenAI’s reasoning models directly into its platform’s workflows. They integrated specific models—using o1 for complex architectural planning, o3‑mini for rapid exploration and bug triage, and GPT‑4o for real-time code generation—across various stages of the development lifecycle. This implementation streamlined coding, design, review, and knowledge retrieval processes by reducing manual research and minimizing context switching, enabling developers to focus on high-leverage tasks.

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CodeRabbit, an AI-powered code review platform, uses Anthropic's Claude to automate and enhance code review processes for development teams. By integrating Claude's advanced language capabilities, CodeRabbit provides real-time code reviews with contextual feedback, instant understanding of complex code changes, early error detection, and unified quality assurance, enabling teams to ship higher quality code faster while maintaining rigorous standards.
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Codeium, an AI coding platform, uses Anthropic's Claude to power their AI-native IDE, Windsurf, and their intelligent coding assistant, Cascade. By integrating Claude, they enhanced the reasoning and planning abilities of Cascade, allowing it to understand long sequences of development activity, maintain full context of coding sessions, and provide better assistance to developers. This resulted in a transformative AI coding experience with faster interactions and improved code understanding.
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Graphite, a modern end-to-end developer platform, uses Anthropic's Claude and Claude 3.5 Sonnet to power their AI code reviewer that catches bugs and suggests fixes, transforming how engineering teams approach software development. Their implementation combines Claude's reasoning capabilities with deep code review expertise, breaking complex code analysis into discrete steps and employing multiple validation layers to ensure high-quality comments.
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Palo Alto Networks, a leading cybersecurity company, uses Claude 3.5 Haiku and Claude 3.5 Sonnet on Google Cloud's Vertex AI to enhance developer productivity while maintaining security standards. They employ Claude models for specific development tasks, such as real-time code completion and IDE code chat for complex tasks like architectural explanations and complex code generation. This implementation helps both new and experienced developers to work more efficiently and securely.
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StackBlitz integrated Claude 3.5 Sonnet into Bolt, their browser-based development platform, enabling users to create web applications via natural language without coding experience. This integration allowed rapid development and reduced costs by leveraging Claude's zero-shot code generation capabilities alongside WebContainers technology.
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StackBlitz integrated Claude 3.5 Sonnet into its browser-based development platform, Bolt, enabling users to develop sophisticated web applications with natural language inputs. This allowed both developers and non-developers to go from idea to production in one click, without needing coding experience or virtual machines.
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Tabnine, an AI coding assistant, uses Claude 3.5 Sonnet for code explanations, suggestions, and code generation. Using Claude in Amazon Bedrock, Tabnine assists on common coding tasks like completions, debugging, test generation, refactoring, and code migration.
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Siemens Industrial Copilot assists engineers in programming and troubleshooting industrial machines by translating natural language into automation code and offering real-time guidance, easing the learning curve for less experienced workers.
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Replit uses Anthropic's Claude 3.5 Sonnet to enhance its Replit Agent product by developing a feature that evaluates apps as they are being built. By leveraging Claude's capabilities in computer use and UI navigation, Replit aims to automate the evaluation process, helping developers identify issues and improve their code more efficiently.
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Bancolombia, one of the oldest banks in Colombia, uses GitHub Copilot to enhance code generation, boosting automated application changes and productive daily deployments. Empowering a technical team of 4,000 people, including 3,400 software and infrastructure engineers, the bank has achieved a 30% increase in code generation, boosting automated application changes to an average of 18,000 per year, with a rate of 42 productive daily deployments.
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CodeGPT, a popular coding assistant with over 1.4 million downloads, integrates Meta's Llama models to enhance developer productivity. By using Llama 3.2 (90B), CodeGPT helps developers not just generate code but also answer questions about their codebase, debug code, and onboard new team members. It includes a codebase graph mechanism that lets Llama understand entire repositories, allowing developers to effectively "talk" with their code. This integration leads to at least a 30% increase in productivity and accelerates onboarding from months to days.
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Bridgewater Associates developed an Investment Analyst Assistant using Anthropic's Claude on Amazon Bedrock.
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Headstart uses Anthropic’s Claude to drastically accelerate enterprise software development, reducing project timelines from months to weeks. Claude writes 90-97% of the code, allowing Headstart to focus on architecture and problem-solving.
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Coframe uses GPT-4o to build an AI growth engineering assistant that autonomously generates new sections of a website based on existing code and images.
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Automat builds GPT-4o-powered RPA agents to automate processes with improved UI element recognition.
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Gumroad, an e-commerce platform for digital creators, uses Claude 3.5 Sonnet to enable customer support teams to fix issues with code and contribute to product development. Claude assists them in writing code, locating files, and resolving customer issues.
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Weights & Biases, a creator of AI tools for developers, created W&B Weave, a lightweight toolkit to track, evaluate, and debug gen AI applications built with Gemini, so teams can confidently go from demo to production.
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Linear, a product development platform, built Similar Issues, a feature that uses AI to detect and prevent duplicate or overlapping tickets and ensures cleaner and more accurate data representation.
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Leroy Merlin built a Pull Request Analyzer. It summarizes code changes, helping developers understand projects faster.
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Regnology built its Ticket-to-Code Writer tool with Gemini 1.5 Pro to automate the conversion of bug tickets into actionable code, significantly streamlining the software development process.
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Pinecone provides infrastructure for developers to build accurate, secure, and scalable AI applications, allowing companies to easily ground gen AI apps in their proprietary data for use in AI search, retrieval-augmented generation, coding agents, and more.
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Magic is building a developer platform with a 100-million-token context window, so organizations can upload extremely large code bases and more easily query and build on them using gen AI assistance.
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Labelbox has built a fully managed AI model evaluation solution directly integrated into the Vertex AI platform, allowing Google Cloud users to seamlessly launch human evaluation jobs and set specific criteria for evaluation, such as question-answering and summarization.
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GoTo Group partnered with Microsoft Indonesia to integrate GitHub Copilot into its engineering workflow. They implemented the AI tool within developers’ IDEs to provide real-time code suggestions, conversational assistance, and syntax error corrections, thereby streamlining code writing and reducing repetitive tasks. The rollout involved close collaboration with Insight and iterative feedback from nearly 1,000 engineers to optimize software development processes.
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NinjaTech AI harnesses Meta Llama 3 alongside AWS's Trainium & Inferentia2 chips and PyTorch to develop next-generation AI agents (Ninja LLMs).
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Capita, a consulting and outsourcing company, uses GitHub Copilot to automate repetitive coding tasks. By adopting GitHub Copilot across its development teams, Capita has improved developer productivity, satisfaction, and retention, enabling faster delivery for its customers.
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Gorilla Logic's development team is experimenting with Claude for code assistance and problem-solving.
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