Business Software for GitHub

Grok Code Fast 1 introduces a new class of coding-focused AI models that prioritize responsiveness, affordability, and real-world usability. Tailored for agentic coding platforms, it eliminates the lag developers often experience with reasoning loops and tool calls, creating a smoother workflow in IDEs. Its architecture was trained on a carefully curated mix of programming content and fine-tuned on real pull requests to reflect authentic development practices. With proficiency across multiple languages, including Python, Rust, TypeScript, C++, Java, and Go, it adapts to full-stack development scenarios. Grok Code Fast 1 excels in speed, processing nearly 190 tokens per second while maintaining reliable performance across bug fixes, code reviews, and project generation. Pricing makes it widely accessible at $0.20 per million input tokens, $1.50 per million output tokens, and just $0.02 for cached inputs. Early testers, including GitHub Copilot and Cursor users, praise its responsiveness and quality. For developers seeking a reliable coding assistant that’s both fast and cost-effective, Grok Code Fast 1 is a daily driver built for practical software engineering needs.

RunMat is a free, open-source runtime that runs MATLAB-syntax .m files with automatic GPU acceleration. No MATLAB license needed. Built in Rust with a JIT compiler and a fusion engine that automatically routes math operations to your GPU -- NVIDIA, AMD, Apple Silicon, or Intel. Up to 131x faster than NumPy on dense numerical workloads. Runs on Windows, macOS, Linux, and in the browser via WebAssembly + WebGPU. Try it instantly with no install and no account. MIT licensed.

Biel.ai turns technical documentation into an AI assistant that gives developers instant, accurate, source-cited answers. It is built for products where documentation drives adoption and a wrong answer costs real engineering time. Biel understands the structure of developer content: OpenAPI specs, code samples, error codes, and configuration files are parsed as what they are, not as flat text. When a user asks "why am I getting a 401", the assistant connects the question to the relevant endpoint and returns a direct answer with sources, instead of a list of links. Every response is drawn exclusively from your indexed content, so there are no invented answers about your product. One knowledge base powers four surfaces. A widget brings Ask AI chat and AI search to docs built with Docusaurus, Sphinx, MkDocs, Antora, Starlight, Next.js, WordPress, or plain HTML, live in about 15 minutes. A hosted MCP server lets developers query your docs from Claude, Cursor, GitHub Copilot, and other MCP-compatible tools. Bots for Slack, Discord, and Microsoft Teams answer questions directly in team channels. A REST API and RAG-as-a-Service option embed the same capability into your own product. Biel also works as a content intelligence layer. Analytics reveal the questions users asked, the ones that went unanswered, and the pages that need improvement, so documentation teams can close gaps before they turn into support tickets. It supports multiple languages, syncs content automatically via crawls, GitHub, or API, and runs on EU-hosted infrastructure with AES-256 encryption, GDPR compliance, SSO, and bring-your-own-keys support. Teams at ScyllaDB, Katalon, Tezos, and Talon.one use it in production.

Venture IQ is an innovative platform that leverages AI for deal sourcing and corporate venturing, aimed at enhancing the efficiency of investment, innovation, and M&A teams in identifying and engaging with companies swiftly. Through its advanced Catalist engine, the platform integrates automation, data scraping, and smart filtering techniques to highlight newly established or pertinent firms based on specific topics, evaluate companies according to their strategic alignment, manage deal-flow processes, and facilitate collaborative workflows seamlessly. Users are empowered to oversee their sources, import and auto-validate company profiles, exchange insights and comments with their colleagues, and effectively structure their deal funnel from initial screening to final engagement or investment stages. Venture IQ caters to various scenarios, including corporate venture capital, private equity, M&A, and R&D teams, helping firms to chart market landscapes, develop exclusive company databases, monitor target firms, and significantly minimize manual search efforts. Designed for a global audience, the platform prioritizes enterprise-level security and data protection, ensuring that sensitive information remains safeguarded while fostering a more connected and informed investment approach. This comprehensive solution ultimately streamlines the entire deal-sourcing process, allowing teams to focus on strategic decision-making and fostering innovation.

Shiplight revolutionizes quality-assurance workflows by incorporating autonomous AI agents that autonomously generate, execute, and maintain comprehensive end-to-end tests, allowing development teams to "ship fast and break nothing." Within just a few days, it achieves full test coverage without the need for any scripting; instead, it automatically creates test flows from various sources such as product flows, documentation, and support tickets. The system employs parallel execution and intelligent caching to provide quick and trustworthy feedback, while visual editors and natural-language prompts empower non-technical users, like product managers and QA analysts, to create, review, and manage tests effortlessly. Over time, the underlying agent adapts to the application’s behavior, skillfully navigating UI elements, interacting with flows, and adjusting to any UI modifications, significantly minimizing maintenance challenges and unreliable tests. Additionally, it seamlessly integrates into existing CI/CD pipelines and features an agent-driven execution layer, enhancing overall efficiency in the development process. This innovative approach not only streamlines testing but also fosters collaboration among team members, regardless of their technical expertise.

Adapt is an advanced AI-driven platform built to act as a unified digital workspace for modern teams, enabling seamless interaction with multiple business tools. It connects to a wide range of systems, including analytics platforms, CRMs, and internal databases, allowing users to retrieve insights instantly. Through simple natural language queries, teams can access data, generate reports, and automate processes without needing technical expertise. The platform intelligently gathers context from integrated tools and routes requests to the most suitable AI models for accurate results. Adapt also empowers organizations to create internal applications and dashboards that consolidate key metrics in one place. By operating directly within Slack or through its web interface, it fits naturally into existing workflows and reduces friction in daily operations. Businesses benefit from faster decision-making, improved collaboration, and fewer interruptions to technical teams. Additionally, Adapt minimizes repetitive data requests by centralizing knowledge access across departments. Its automation capabilities help teams execute tasks more efficiently, from marketing analytics to engineering workflows. With enterprise-grade security, including encryption, compliance certifications, and strict data controls, Adapt prioritizes data privacy and trust.

Prelint serves as a verification system for products that absorbs specifications, ticket information, call records, emails, and documentation, transforming them into protective measures that operate throughout your CI pipelines, CLI, and pull requests. It seamlessly integrates with your GitHub workflow, facilitating reviews within the environment your team frequently uses rather than requiring a separate platform. By compiling this information into a comprehensive product knowledge graph, Prelint identifies product-level deviations caused by AI systems and developers, empowering leaders to make informed decisions about what can be released. This integration not only enhances collaboration but also ensures that product integrity is maintained throughout the development process.

Amikoo is an innovative QA agent toolkit powered by AI, specifically crafted to assist engineering teams in adapting to rapid AI-driven development. Rather than depending on fragile scripts or standard automation methods, Amikoo comprehensively learns the intricacies of your product by navigating user flows, pinpointing gaps in test coverage, and generating executable Playwright tests that mirror actual usage scenarios. When code alterations occur, Amikoo swiftly identifies failing tests and autonomously repairs or reconstructs them, ensuring your test suite remains synchronized without the need for manual intervention. By integrating with platforms such as GitHub, CI/CD pipelines, and product analytics, it gathers the necessary context to facilitate precise testing decisions and minimize false positives. As a result, teams experience quicker releases, enhanced reliability in test coverage, and a QA process that evolves in tandem with their growth. Drawing on valuable QA insights from MuukTest, Amikoo effectively combines intelligent automation with hands-on testing knowledge, creating a seamless continuous workflow that empowers development teams. This synergy not only optimizes efficiency but also contributes to overall product quality and team productivity.

Skygen represents a cutting-edge AI solution crafted to handle intricate, multi-phase, and prolonged assignments from start to finish. By merging computer vision capabilities with robust backend API tools, it significantly surpasses conventional agents in terms of speed and token utilization. In contrast to opaque automation systems, Skygen provides users with the ability to monitor each phase and engage with the agent interactively as tasks progress. With over 500 app integrations, Skygen excels in delivering state-of-the-art performance for tasks that typically span days or weeks, such as applying to 500 job openings or identifying over 1000 potential clients. Moreover, its design emphasizes transparency and user collaboration, fostering a more effective and engaging workflow.

DocuWriter.ai serves as an innovative software documentation platform powered by artificial intelligence, specifically designed for developers and engineering teams. By examining source code and repositories, it produces precise technical documents, including API references, README files, code annotations, and UML diagrams. Teams can easily integrate Git repositories, establish searchable documentation hubs, manage and modify generated documents, export information, and implement repository-sync workflows to ensure that the documentation remains in sync with code updates. This tool significantly minimizes the amount of manual documentation work required, facilitates quicker onboarding for new developers, and ensures that documentation stays current for various software projects. Ultimately, DocuWriter.ai enhances productivity and streamlines the documentation process within software development teams.

MergeMe integrates GitHub pull requests and GitLab merge requests into Slack, providing a streamlined, continuously updating notification card for each PR/MR. In contrast to the official Slack applications for GitHub or GitLab, which generate a new message for each event, MergeMe updates a single message as the status evolves (such as opened, under review, approved, or merged). Comments made during the review process are displayed as replies in a thread beneath that notification card, ensuring all feedback stays organized. It supports a range of code hosting platforms including GitHub, GitLab, and self-hosted instances of GitLab. Users can link multiple git sources in one Slack workspace, directing each repository or project to a designated Slack channel, mapping usernames from GitHub and GitLab to Slack users to ensure that @mentions successfully notify reviewers, and utilizing label-based routing to categorize bugs, features, and documentation tasks into separate channels. The setup process is quick, requiring roughly five minutes: simply connect your Slack account, link your git provider using OAuth, a GitHub App, or a webhook URL for self-hosted versions, and then configure your channel mappings. MergeMe operates solely on webhook payloads and does not access your private source code. For those on the Free Hobby plan, users can enjoy one channel mapping and up to five users, making it an ideal starting point for teams looking to enhance their development workflow.

AXYVOR is an innovative cybersecurity platform designed from the ground up to integrate exposure management, identity threat detection, adversary intelligence, attack path analysis, and risk reporting for executives into a comprehensive AI-driven system. Tailored for mid-market and enterprise security teams, AXYVOR continuously analyzes and maps attack vectors across various environments, including cloud, identity, and endpoints, while identifying and prioritizing vulnerabilities that pose significant business risks. The platform also provides an AI-generated Board Risk Index, which effectively translates complex technical data into understandable financial and operational implications for leadership and board members. AXYVOR seamlessly connects with top-tier tools such as CrowdStrike, SentinelOne, Okta, Splunk, and Microsoft Sentinel, allowing for rapid deployment within days rather than the lengthy months typical of traditional solutions, all while being more cost-effective than legacy systems. In doing so, AXYVOR empowers organizations to enhance their cybersecurity posture without the burden of excessive costs and lengthy integration processes.

mrmr is a voice-centric AI assistant designed specifically for Mac users. With a simple keystroke, you can begin speaking, and it will perform actions across the various applications you frequently utilize. This innovative tool emphasizes speech-to-action rather than merely converting speech to text. You can instruct it to generate a ticket in Linear, share the link within a Slack channel, and set a follow-up on your calendar, all within a single conversation. mrmr seamlessly orchestrates complex workflows, automatically identifies your channels, teammates, and projects, and verifies all actions before executing any changes. It integrates with a variety of applications, including Slack, Linear, Google Calendar, Google Tasks, Google Meet, Zoom, Notion, Gmail, Cal.com, Calendly, Attio, and GitHub via authentic app APIs, in addition to Apple Reminders. Furthermore, it can search through your Mac files and browser history, perform web searches with sources cited, execute your own scripts using voice commands, and delegate tasks to background sub-agents. Additionally, mrmr supports rapid dictation in approximately 60 languages, prioritizing actionable tasks over typing. It serves as a voice-first alternative to other assistants like Siri, Wispr Flow, and Superwhisper, and is currently available in private beta, inviting users to experience its capabilities and provide feedback for future improvements.

A roadmap goes stale the moment it stops matching the tracker. Roadmark keeps the two connected: connect GitHub, GitLab, Linear, Jira, Shortcut, YouTrack, Azure DevOps, Asana, Notion, or monday.com, map the fields once, and the board re-syncs every day. When an item disappears from the source, Roadmark flags it instead of quietly deleting it, so a shared link never loses history without telling anyone. The second half is direction changes. Instead of editing a date in place, you fork the roadmap at the milestone where the plan changed. Both timelines stay on the canvas, and each branch carries a decision log - required, 20 characters minimum - recording why the call was made. Sharing costs no seats: a public page, a password-protected or expiring link, or an embedded widget. Viewers react and follow by email with no account. Boards export to PNG, SVG, PDF, and PowerPoint. Free for 3 roadmaps. Pro $15/mo and Team $49/mo are flat per workspace, not per user.

Enhance your customer connections using Re:amaze, a dependable online helpdesk designed to assist businesses in engaging and supporting their clientele across multiple communication platforms. Engineered for scalability, Re:amaze provides a comprehensive suite of tools that encompass live chat, email, and integrations with social media and mobile applications. Additionally, Re:amaze features important capabilities such as automated workflows, conversation permalinks, collaborative inboxes, public help centers, detailed reporting, FAQs, and customer satisfaction surveys, all aimed at improving overall user experience and support efficiency. By utilizing these tools, businesses can foster deeper relationships with their customers, ensuring enhanced interaction and satisfaction.

SpiraPlan is a robust, user-friendly, and adaptable tool that allows you to efficiently oversee every aspect of your project, including releases, requirements, tasks, code, and bugs/issues, all from a single cohesive platform. Tailored for small to medium-sized enterprises as well as larger organizations spanning various sectors, this leading project management and bug tracking software created by Inflectra provides integrated dashboards that showcase crucial project progress and risk metrics. Furthermore, SpiraPlan boasts features such as document management and collaboration, task and resource management, real-time messaging, and a convenient data import wizard, enhancing its usability and functionality. This comprehensive suite of tools ensures that teams can work together more effectively and stay aligned with their project goals.

Boomi's iPaaS platform empowers businesses to integrate, automate, and manage their data and workflows across multiple applications and systems. By leveraging AI agents, Boomi automates complex processes, improving speed and reducing errors. With a user-friendly interface and a library of pre-built connectors, the platform simplifies the integration of applications such as Salesforce, SAP, and AWS. Boomi helps organizations unlock their full potential by enabling rapid digital transformation, secure data management, and optimized business operations. Boomi Agentstudio is the solution for managing AI agents at scale, offering businesses a centralized platform to design, monitor, and deploy agents effectively. It includes powerful tools such as Agent Garden for lifecycle management, Agent Control Tower for visibility and governance, and AI-powered workflows that integrate seamlessly with other business systems. By providing easy-to-use tools for AI agent orchestration, Boomi allows organizations to achieve efficient, compliant automation while reducing operational complexities, all within a secure environment.

Workato is the operating platform for today's fast-moving businesses. It is the only AI-based middleware platform that allows both IT and business to integrate their apps and automate complex business workflows. Our mission is to help companies automate and integrate their apps and business processes at least 10x faster than traditional tools, and at a tenth the cost of traditional tools. Integration is a mission critical, neutral technology that can be used in heterogeneous IT environments. We are the only technology vendor that is supported by all three of the leading SaaS vendors: Salesforce. Workday. And ServiceNow. We are trusted by the world's most recognizable brands and the fastest-growing innovators. Customers consider us to be one of the best companies to do business.

Modern software teams can automate their tests without writing code. Rainforest QA allows developers and product managers to automate and maintain end tests within any CI/CD pipeline. In five minutes or less, you can create your first test. Product builders should be able to control product quality. Rainforest allows anyone on your team to write, run, maintain, and triage automated UI tests. You can use our API, CLI or one of our direct connections with popular CI tools. Rainforest has everything you need to get started immediately.

To begin capturing crashes that may occur in your Android or iOS applications, you must first integrate the EasyQA Software Development Kit into your app's code. You can access the SDK download and detailed instructions for connecting it to your project by visiting the Integrations page in the EasyQA Test Management Tool. Once the SDK is integrated, remember to use the provided token and initialize it within the application class of your project. After completing this step, you can create your app's build and upload it to the Test Objects section in EasyQA, allowing your application to start reporting crashes to the service. With the EasyQA SDK in place and your app uploaded to Test Objects, you will be able to monitor your app's crash reports through our website. Simply install the app on any Android or iOS device to initiate testing. If a crash occurs, restart the app and click the Upload button to send the crash report. It's important to regularly check the crash reports to ensure your application runs smoothly.

Convert manual tasks into completely automated workflows to conserve both time and resources on a daily basis. This transformation applies to onboarding procedures for a wide range of scenarios, including employee training, customer integration, and familiarization with new tools or internal systems. Everything is executed flawlessly via platforms like Slack, Teams, and Email, significantly reducing the risk of human error by guaranteeing that tasks are completed accurately and punctually. By consolidating internal processes onto a single platform, you can save countless hours each day. This not only enhances communication efficiency within your organization but also improves interactions with clients. With seamless integration capabilities for your favorite applications, you can effectively manage an agile and distributed team while staying connected to all your workspace tools. Additionally, the automated workflows promote a culture of accountability and precision across all team operations.

Get more responses, book more meetings, ensure that nothing slips through the cracks, and get more meetings. Fast-growing companies that care about customer service. Smart messaging can help you win more meetings, replies, and deals. Increase customer satisfaction and team engagement. Know exactly who opened your email and what content they viewed. Automate your work, increase sales performance and align your reps. From a bird's-eye view, analyze performance trends and improve process. You can open more doors and increase productivity by 10x without leaving your inbox.

Sourcegraph is an enterprise-grade code intelligence platform that empowers both humans and AI agents to understand and manage sprawling codebases. It combines lightning-fast code search, agentic AI-powered Deep Search, and automation tools like Batch Changes to turn insights into action. Teams can search millions of repositories, analyze patterns, and make large-scale changes safely and efficiently. With features like Sourcegraph MCP, the platform improves the accuracy and effectiveness of coding agents operating in legacy and complex systems. Built with security, scalability, and compliance at its core, Sourcegraph helps organizations ship faster without losing control of their code. It bridges the gap between rapid AI-driven development and long-term code quality.

Beekeeper is a highly acclaimed digital workplace application designed to unify remote teams, seamlessly integrating operational systems and communication tools into a single secure and user-friendly employee portal. Featuring an advanced analytics dashboard and a customizable interface, this platform also offers fully automated HR functionalities, including group messaging, polls, and chatbots, which effectively connect frontline employees with their on-site counterparts across various departments in real-time, accessible via both mobile and desktop platforms. As a result, Beekeeper enhances collaboration and productivity, ensuring that all team members can engage and share information effortlessly, regardless of their location.

Prepare to enhance your productivity and efficiency. Fleep integrates messaging, file sharing, and task management, providing a comprehensive platform for managing your team's workflow from conception to completion. Central to Fleep are the conversations, which can be organized around specific projects, teams, or topics, allowing for seamless discussions and idea exchanges. Important decisions or plans can be highlighted on the conversation's Pinboard, and tasks can be created to ensure effective execution. You can communicate with any Fleep user or team effortlessly, eliminating the need to log in and out repeatedly; just search for and invite your partners or clients to join the discussion. If they haven't yet joined Fleep, you can easily send them an invitation. Fleep is accessible through web browsers or its native applications for Windows, Mac, Linux, Android, or iOS, ensuring that your files and messages are securely stored in the cloud and available on any device you use. Collaborate and communicate with your team and any other Fleep users without the hassle of frequent logins, streamlining your interactions for better teamwork. Embrace the power of Fleep to keep your projects organized and your communications fluid.