Page 37 | Compare Business Software for GitHub: September 2026 Reviews & Comparison

Devzery

Devzery Technologies

Devzery is an AI-powered platform that revolutionizes API regression testing with codeless automation and seamless CI/CD integration. It enables teams to create, execute, and manage tests effortlessly, reducing manual effort while maximizing coverage. With support for multiple programming languages, Devzery caters to diverse environments, offering intelligent change detection, automated test case updates, and detailed reporting. It ensures comprehensive API validation, including performance and security testing, helping teams deliver robust, high-quality software faster. Perfect for startups and enterprises, Devzery streamlines QA, minimizes risks, and accelerates development timelines.

Starting Price: $25

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MLJAR Studio

MLJAR

It's a desktop app with Jupyter Notebook and Python built in, installed with just one click. It includes interactive code snippets and an AI assistant to make coding faster and easier, perfect for data science projects. We manually hand crafted over 100 interactive code recipes that you can use in your Data Science projects. Code recipes detect packages available in the current environment. Install needed modules with 1-click, literally. You can create and interact with all variables available in your Python session. Interactive recipes speed-up your work. AI Assistant has access to your current Python session, variables and modules. Broad context makes it smart. Our AI Assistant was designed to solve data problems with Python programming language. It can help you with plots, data loading, data wrangling, Machine Learning and more. Use AI to quickly solve issues with code, just click Fix button. The AI assistant will analyze the error and propose the solution.

Starting Price: $20 per month

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Hoppscotch

Hoppscotch LTD.

Hoppscotch makes it easy to create and test your APIs, helping you to ship products faster. Create APIs faster, test them instantly, document and share them automatically. From prototyping to production - develop without switching tabs. Hoppscotch got everything you need to make API development easy. Create workspaces for your teams. Control access to your workspaces. Work together with your team in real-time. Deploy Hoppscotch on your own servers. Organize your requests in collections or folders and share them with your team. Manage your environment variables and use them everywhere. View and manage your request history. Modify headers, authenticate requests, generate random data, and much more. Test your APIs and write assertions for the response. Use Hoppscotch in your native language. We support 30+ languages. Track all the activities in your workspace. Who did what and when. Use your existing SSO provider to login to Hoppscotch. Manage your users, workspaces, and more.

Starting Price: $19 per user per month

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Zoho Directory

Zoho

Zoho Directory is a cloud-based identity and access management platform designed to streamline authentication, authorization, and user management for organizations. It offers Single Sign-On (SSO) capabilities, allowing employees to access multiple applications with a single set of credentials, thereby enhancing security and user convenience. The platform supports Multi-Factor Authentication (MFA), adding an extra layer of protection against unauthorized access. Device authentication ensures secure access to both applications and devices, enabling employees to use the same credentials across platforms. Zoho Directory also provides robust provisioning features, allowing IT administrators to create and manage user profiles across various applications directly from the platform, reducing the time spent on repetitive tasks. Integration with existing directories, such as Microsoft Active Directory and Azure AD, is facilitated through directory stores.

Starting Price: $1.70/user/month

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HowsThisGoing

HowsThisGoing is an AI-powered project management assistant that integrates with Slack to automate status updates, connect with your favorite tools, generate summaries, and provide insights about your team's progress. It allows you to create workflows by selecting participants, customizing questions, and scheduling updates, with AI-generated summaries broadcast to your preferred channels. By connecting with tools like GitHub, it offers AI-powered insights into pull requests, commits, and code changes, providing a comprehensive view of your codebase within Slack. The platform also features an AI assistant capable of answering questions about your team's work, delivering instant answers by combining data from standups, GitHub, and other integrated tools. Additionally, HowsThisGoing provides analytics and reporting through a personalized dashboard, offering insights into your team's performance.

Starting Price: $0.80 per month

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UniDeck

UniDeck is a no-code platform that enables users to create personalized dashboards and portals by connecting everyday tools like Jira, Google Workspace, Microsoft Teams, Trello, and GitHub. Its AI-powered customization assists in designing layouts, automating tasks, and uncovering insights with ease. UniDeck adapts to the needs of individuals and enterprises, enhancing productivity and collaboration across various scales. The platform offers seamless integrations, bringing everything together in one place to simplify workflows. Users can join the early adopter's program to explore and shape UniDeck's latest features before their release, providing feedback that guides the platform's evolution. Early adopters enjoy exclusive perks, discounts, and community spotlights, with the first 100 receiving a limited-edition gift in Q2 2025. UniDeck's roadmap includes expanding integrations, launching a marketplace for custom integrations, and enhancing AI capabilities.

Starting Price: €1 per month

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TestDriver

TestDriver.ai

TestDriver is an AI-driven autonomous agent designed to revolutionize end-to-end testing for web and desktop applications. Unlike traditional testing frameworks that rely on selectors or static analysis, TestDriver employs AI vision and hardware emulation to simulate real user interactions, enabling it to test any application and control any operating system setting. This approach simplifies setup by eliminating the need for complex selectors, reduces maintenance as tests remain resilient to code changes, and enhances testing capabilities beyond the limitations of conventional methods. The AI explores applications to generate tailored test plans, streamlining the onboarding process and ensuring critical user flows are validated with minimal effort. Seamless integration into CI/CD pipelines allows for continuous, automated quality checks, providing confidence in code integrity. The AI adapts to UI changes, eliminating brittle tests and maintaining robustness as the application evolves.

Starting Price: $249 per month

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authentik

authentik is an open source identity provider that unifies your identity needs into a single platform, replacing Okta, Active Directory, and Auth0. Authentik Security is a public benefit company that is building on top of the open-source project. Using a self-hosted, open-source identity provider means prioritizing security and taking control of your most sensitive data. With authentik, you no longer need to continually place your trust in a third-party service. Adopt authentik to your environment, regardless of your requirements. Use our APIs and fully customizable policies to automate any workflow. Simplify deployment and scaling with prebuilt templates and support for Kubernetes, Terraform, and Docker Compose. No need to rely on a third-party service for critical infrastructure or expose your sensitive data to the public internet. Use our pre-built workflows, or customize every step of authentication through configurable templates, infrastructure as code, and comprehensive APIs.

Starting Price: $0.02 per month

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Agenthost

Agenthost is an all-in-one platform that enables users to create, train, and monetize AI agents without requiring coding skills. It allows the development of chatbots capable of handling customer inquiries across various channels, including websites and email, as well as AI-powered sales assistants to qualify leads and drive business growth. Users can deploy agents to email addresses, embed them on websites, or host them on custom domains, ensuring accessibility across multiple platforms. The platform supports integration with over 6,000 applications via Zapier, facilitating workflow automation and enhancing operational efficiency. Customization options include personalizing the agent's appearance and behavior to align with brand identity and setting up monetization through plans and subscriptions powered by Stripe. Agenthost also offers built-in analytics to monitor agent performance and user interactions, providing insights for continuous improvement.

Starting Price: $29.99 per month

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ZeroStep

ZeroStep unlocks the power of GPT-3.5 and GPT-4 to make Playwright tests simpler and more resilient to change. Instead of CSS selectors or XPath locators, ZeroStep's AI assistant determines what actions to take at runtime based on your plain-text instructions. Since ZeroStep integrates directly into Playwright, you can incorporate AI into as few or as many tests as you'd like, without changing your development workflow. Script complex interactions and assertions using plain-text instructions. Use the good parts of Playwright while avoiding common E2E testing pitfalls. No selectors are used, ever. ZeroStep's AI assistant determines what actions to take at runtime. Build tests quickly by expressing actions and assertions as plain text instructions. If you can express what you want tested, you can automate it. Since tests aren't coupled to the implementation details of the application, you can take a TDD approach to write E2E tests.

Starting Price: $20 per month

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TestQuality

TestQuality is a modern test management platform designed for QA and development teams to build, run, and manage test cases, plans, runs, and cycles efficiently. It supports modern testing workflows like shift-left, BDD, TDD/ATDD, and continuous testing, offering seamless integration with tools such as Jira, GitHub, Selenium, Playwright, and Jenkins. The platform provides powerful test analytics to help teams understand the quality of their tests and the performance of their QA processes. TestQuality's live two-way integration ensures that your testing efforts are synchronized with your development and QA workflows in real time. It also allows for the import of test results from popular CI/CD, test automation, and unit testing systems, or through its robust REST API, facilitating integration with any DevOps workflow. With customizable roles, permissions, and scalable pricing plans, TestQuality can be tailored to meet the specific needs of both small teams and large enterprises.

Starting Price: $90 per month

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TalkText

TalkText is an AI-powered dictation tool designed to enhance productivity by converting natural speech into polished text across various applications on macOS. By pressing 'option + space', users can dictate in any app, and TalkText refines the input by removing filler words and correcting mistakes, resulting in clear and professional text. The tool also offers a 'restyle' feature, allowing users to select any text and instruct TalkText to rewrite it in a desired tone or style, such as making it more empathetic or confident. Supporting over 30 languages, TalkText ensures accurate transcription and proper formatting, including capitalization and punctuation. Privacy is a priority, with real-time audio processing that is not stored or used for model training. The platform offers a free tier with up to 2,000 words per month, with options to upgrade for unlimited usage.

Starting Price: $6.50 per month

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Unwrap

Unwrap.ai

Unwrap is an AI-powered customer intelligence platform that transforms unstructured customer feedback into actionable insights. By aggregating data from various sources, Unwrap's proprietary AI technology analyzes, tags, and consolidates feedback, delivering critical insights promptly and regularly. The platform features a dashboard that automatically uncovers key insights and rising trends, a feedback assistant that allows users to chat with AI to analyze and drill into insights across their portfolio, real-time alerts for rapidly trending anomalies and breached thresholds, a feedback responder to inform customers about shipped solutions directly within the platform, comprehensive reporting tools to apply insights to roadmaps and accelerate improvements, and an API for easy integration of public, private, and custom feedback sources.

Starting Price: $12,000 per year

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LiveKit

LiveKit is a real-time platform that enables developers to build video, voice, and data capabilities into their applications. Building on WebRTC, it supports a broad range of frontend and backend platforms. LiveKit's network is optimized for ultra-low latency, extreme resiliency, and massive scale. Our team is distributed across the world, and our infrastructure delivers billions of minutes of audio and video every month. LiveKit provides SDK support across all major platforms, allowing you to code your application with a LiveKit client natively designed for your platform of choice. You can self-host LiveKit for free without changing a line of code, as the entire ecosystem of tools and services is Apache 2.0 open source. LiveKit offers a feature-rich platform, including SSO and RBAC for teams, enterprise-grade security with end-to-end encryption, noise and echo cancellation, session recording, stream ingestion, and moderation tools.

Starting Price: $50 per month

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Dependabot

GitHub

Dependabot is an automated dependency management tool that integrates seamlessly with GitHub repositories to keep project dependencies up-to-date and secure. By regularly scanning for outdated or vulnerable libraries, Dependabot proactively generates pull requests to update these dependencies, ensuring that projects remain secure and compatible with the latest releases. Its core logic is designed to handle various package managers and ecosystems, making it versatile for diverse development environments. Developers can customize Dependabot's behavior through configuration files, allowing for tailored update schedules and specific dependency rules. By automating the dependency update process, Dependabot reduces the manual effort required to maintain project dependencies, thereby enhancing overall code quality and security.

Starting Price: Free

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CICube

CICube is an AI-powered platform designed to enhance your CI/CD team's efficiency by preventing failures and reducing pipeline costs through intelligent predictions. Its AI agents monitor GitHub Actions workflows, detect anomalies, and provide actionable fixes, saving hours of debugging time. A significant productivity killer in CI processes is context switching, where developers lose focus due to failed builds or CI notifications. CICube addresses this by identifying and fixing problematic builds and helping maintain developer flow. The platform offers AI-powered pipeline fixes, real-time monitoring, and actionable insights to improve CI pipeline performance and developer productivity. Features include automatic detection and resolution of CI pipeline failures, evaluation of CI lifecycle through key metrics like MTTR, success rate, throughput, and duration, and proactive monitoring of key metrics to identify and fix bottlenecks before they become critical.

Starting Price: $8 per month

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Zyphra Zonos

Zyphra

Zyphra is excited to announce the release of Zonos-v0.1 beta, featuring two expressive and real-time text-to-speech models with high-fidelity voice cloning. We are releasing our 1.6B transformer and 1.6B hybrid under an Apache 2.0 license. It is difficult to quantitatively measure quality in the audio domain; we find that Zonos’ generation quality matches or exceeds that of leading proprietary TTS model providers. Further, we believe that openly releasing models of this caliber will significantly advance TTS research. Zonos model weights are available on Huggingface, and sample inference code for the models is available on our GitHub. You can also access Zonos through our model playground and API with simple and competitive flat-rate pricing. We have found that quantitative evaluations struggle to measure the quality of outputs in the audio domain, so for demonstration, we present a number of samples of Zonos vs both proprietary models.

Starting Price: $0.02 per minute

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5X

5X is an all-in-one data platform that provides everything you need to centralize, clean, model, and analyze your data. Designed to simplify data management, 5X offers seamless integration with over 500 data sources, ensuring uninterrupted data movement across all your systems with pre-built and custom connectors. The platform encompasses ingestion, warehousing, modeling, orchestration, and business intelligence, all rendered in an easy-to-use interface. 5X supports various data movements, including SaaS apps, databases, ERPs, and files, automatically and securely transferring data to data warehouses and lakes. With enterprise-grade security, 5X encrypts data at the source, identifying personally identifiable information and encrypting data at a column level. The platform is designed to reduce the total cost of ownership by 30% compared to building your own platform, enhancing productivity with a single interface to build end-to-end data pipelines.

Starting Price: $350 per month

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SWE-agent

SWE-agent is an advanced AI-powered tool designed to automate various tasks such as fixing GitHub issues, performing cybersecurity operations like Capture The Flag (CTF) challenges, and solving coding problems. By leveraging language models such as GPT-4 or Claude, it interacts with isolated computer environments to carry out tasks autonomously, providing highly customizable solutions for developers and cybersecurity professionals. The platform supports a wide range of use cases, from improving software repositories to identifying vulnerabilities, and even executing custom tasks. Developed by researchers from Princeton and Stanford University, SWE-agent offers a powerful way to integrate machine learning with practical problem-solving in both software development and security fields.

Starting Price: Free

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devlo

devlo AI

devlo is an AI-powered development assistant designed to help teams accelerate their software development process by automating tasks such as bug fixing, feature development, code enhancements, and automated testing. The platform integrates seamlessly with GitHub repositories, enabling developers to resolve tickets, review pull requests, and generate unit tests with minimal effort. devlo’s AI capabilities allow it to understand and validate code changes, automate follow-up tasks, and provide expert-level code reviews in under a minute. By handling routine development tasks, devlo empowers teams to focus on innovation and ship products faster, while ensuring high-quality, secure code. It supports all major programming languages and is built with enterprise-grade security and privacy in mind.

Starting Price: $39/month

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Devika

Devika is an open-source AI software engineer designed to understand high-level instructions, break them into steps, research relevant information, and write code to complete objectives. Using large language models, reasoning algorithms, and web browsing capabilities, Devika can assist in software development by taking on complex coding tasks with minimal human intervention. The platform supports multiple programming languages and offers key features like advanced AI planning, contextual keyword extraction, and dynamic agent tracking. Devika aims to be a competitive alternative to commercial AI tools, providing an ambitious, open-source solution for developers.

Starting Price: Free

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Nango

Nango is the most comprehensive product integration platform, enabling developers to ship integrations with over 300 APIs in hours. It abstracts away API specificities through pre-built integrations, developer tooling, and UI components. With Nango, you gain full control over the code and access to external APIs, allowing you to build exactly the integrations your customers need as if you were building in-house. The platform offers built-in support for all authorization types and quirks, a single interface with your own data models, and seamless UIs for best-in-class integration experiences. Developer tools are configured per API, handling pagination, rate limits, and more. Nango also provides an AI co-pilot trained on hundreds of integrations to assist in building custom solutions. For those requiring expert assistance, Nango offers access to API experts and an integrations service where Nango engineers build custom integrations for you.

Starting Price: $250 per month

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Patched

Patched is a managed service that leverages the open-source framework Patchwork to automate development tasks such as code reviews, bug fixing, security patching, and documentation. By utilizing large language models, Patched enables developers to build and deploy AI-assisted workflow, referred to as "patch flows", that autonomously handle post-code activities, thereby enhancing code quality and accelerating development cycles. The platform offers a user-friendly graphical interface and a visual workflow builder, allowing for the customization of patch flows without the need to manage infrastructure or LLM endpoints. For those who prefer self-hosting, Patchwork provides a self-hosted command-line interface agent that integrates seamlessly with existing development pipelines. Patched emphasizes privacy and control, enabling deployment within an organization's infrastructure using its own LLM API keys.

Starting Price: $99 per month

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Latta

Latta AI is an innovative platform designed to streamline the software development process by automating the detection and resolution of bugs. By recording user sessions and applying AI-driven fixes, Latta AI enables developers, project managers, and testers to focus more on feature development, thereby boosting productivity and accelerating release cycles. The platform integrates seamlessly with popular version control systems like GitHub and GitLab and maintains strict security protocols to ensure code privacy and protection. Additionally, Latta AI offers a plugin for JetBrains IDEs, allowing developers to access its bug-fixing tools directly within their development environment. This integration facilitates quick identification and resolution of issues without the need to leave the IDE. Overall, Latta AI aims to reduce the time developers spend on debugging by up to 40%, enhancing efficiency and allowing teams to focus on innovation.

Starting Price: $0.05 per fix

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Bordful

Bordful is an open source job board software designed to help users easily create and launch their own job boards. It is built using modern technologies such as Next.js, TypeScript, and Tailwind CSS, ensuring a scalable and responsive design. The platform offers customizable job listings, categories, and search functionality, making it suitable for niche job boards targeting specific industries, locations, or roles. Bordful is fully SEO-friendly and comes with easy integration with external tools like Airtable for job data management. The software is open-source and free for both personal and commercial use, allowing users to modify and customize it according to their needs. Bordful is ideal for makers, founders, and developers who want to create specialized job boards for various markets or industries, such as remote job boards or sector-specific platforms. It also provides various integrations and customizable features.

Starting Price: $499 one-time payment

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crowd.dev

Crowd.dev is an open source developer data platform designed to help companies unify community, product, and customer data, providing actionable insights for go-to-market teams. By integrating with platforms such as GitHub, Discord, Slack, and LinkedIn, crowd.dev consolidates developer interactions across various touchpoints, offering a comprehensive view of the customer journey, even before formal engagement. The platform features AI-powered data enrichment, enhancing contact and organization profiles with over 25 attributes, including emails, social profiles, work experience, and technical skills, as well as more than 50 organization attributes like industry, headcount, and revenue. Advanced analytics and reporting tools enable users to identify trends, perform sentiment analysis, and access opinionated reports on topics like product-market fit and open-source community activity.

Starting Price: Free

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Teambit

Empower your team with insights that boost productivity and drive quality development. Teambit is a SEI platform that provides complete visibility into team performance, empowering everyone, from leaders to developers, to make data-driven decisions. Seamlessly integrate with your existing tools to gather all essential information in one place. Monitor key metrics like DORA to uncover bottlenecks and identify areas for improvement. Provide unified visibility for leaders, developers, and product managers, ensuring everyone is aligned and working towards the same goals. Teambit adapts to the unique processes of your team, enhancing productivity without disrupting how your team works. Teambit brings together data from all your development tools to provide actionable insights in one central hub. Teambit is easy to implement, pulling in historical data to give your team a complete view from day one.

Starting Price: $19 per month

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LiteLLM

LiteLLM is a versatile platform designed to streamline interactions with over 100 Large Language Models (LLMs) through a unified interface. It offers both a Proxy Server (LLM Gateway) and a Python SDK, enabling developers to integrate various LLMs seamlessly into their applications. The Proxy Server facilitates centralized management, allowing for load balancing, cost tracking across projects, and consistent input/output formatting compatible with OpenAI standards. This setup supports multiple providers. It ensures robust observability by generating unique call IDs for each request, aiding in precise tracking and logging across systems. Developers can leverage pre-defined callbacks to log data using various tools. For enterprise users, LiteLLM offers advanced features like Single Sign-On (SSO), user management, and professional support through dedicated channels like Discord and Slack.

Starting Price: Free

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Eigent

Eigent AI

Eigent is an open-source desktop automation platform designed to act as a powerful AI workforce for modern productivity. It transforms context into action by coordinating multiple intelligent agents to automate complex tasks directly on the desktop. Built with multi-agent collaboration and parallel execution, Eigent handles long-horizon workflows faster and more efficiently than single-agent systems. The platform is fully customizable, allowing users to create their own worker nodes and plug in tools through modular MCPs. Privacy and security are central to Eigent’s design, with support for local deployment that keeps sensitive data fully under user control. Eigent supports a wide range of real-world use cases, from file organization and report generation to ERP automation and market research. As an open-source solution, it offers transparency, flexibility, and enterprise-grade performance without vendor lock-in.

Starting Price: $16.66 per month

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Languine

Languine is an AI-powered localization platform designed to automate and streamline the translation process for applications, ensuring seamless integration within development workflows. It offers intelligent, context-aware translations across over 100 languages, maintaining brand voice and tone consistency. It provides a command-line interface and continuous integration/continuous deployment integration, allowing developers to manage translations directly or automate them within existing pipelines. Languine supports various file formats, including JSON, YAML, Markdown, and more, catering to diverse project requirements. It also features fine-tuning options, enabling customization of translations to align with specific brand nuances. Additionally, Languine offers a GitHub Action for automating localization directly within GitHub, ensuring translations stay synchronized with every commit and deployment.

Starting Price: $19 per month

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Business Software for GitHub - Page 37

Top Software that integrates with GitHub as of September 2026 - Page 37

Devzery

MLJAR Studio

Hoppscotch

Zoho Directory

HowsThisGoing

UniDeck

TestDriver

authentik

Agenthost

ZeroStep

TestQuality

TalkText

Unwrap

LiveKit

Dependabot

CICube

Zyphra Zonos

5X

SWE-agent

devlo

Devika

Nango

Patched

Latta

Bordful

crowd.dev

Teambit

LiteLLM

Eigent

Languine