Alternatives to mirrord

Compare mirrord alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to mirrord in 2025. Compare features, ratings, user reviews, pricing, and more from mirrord competitors and alternatives in order to make an informed decision for your business.

  • 1
    Blackbird API Development
    Accelerate Development of Prod-Ready APIs. AI-Powered Code Gen, Mocking in Minutes, and On-Demand Ephemeral Test Environments. * Design Efficiently: Generate standardized OpenAPI specs with AI assistance, allowing you to begin coding faster. * Mock Effortlessly: Create shareable API mocks without manual coding, enabling rapid validation. * Automate Repetitive Tasks: Utilize AI to automatically generate boilerplate code for both client and server-side APIs. * Test Effectively: Access publicly available URLs for testing in a production-like test environment through Blackbird's ephemeral testing environments. * Debug Seamlessly: Set breakpoints and debug directly from your preferred IDE with Blackbird's integrated debugging tools. * Deploy Smoothly: Utilize a 24/7 hosted environment for progressive and repeated testing without reconfiguration, facilitated by Blackbird's containerized deployment.
    Starting Price: $69/month
  • 2
    Telepresence

    Telepresence

    Ambassador Labs

    Telepresence streamlines your local development process, enabling immediate feedback. You can launch your local environment on your laptop, equipped with your preferred tools, while Telepresence seamlessly connects them to the microservices and test databases they rely on. It simplifies and expedites collaborative development, debugging, and testing within Kubernetes environments by establishing a seamless connection between your local machine and shared remote Kubernetes clusters. Why Telepresence: Faster feedback loops: Spend less time building, containerizing, and deploying code. Get immediate feedback on code changes by running your service in the cloud from your local machine. Shift testing left: Create a remote-to-local debugging experience. Catch bugs pre-production without the configuration headache of remote debugging. Deliver better, faster user experience: Get new features and applications into the hands of users faster and more frequently.
    Starting Price: Free
  • 3
    Codezero

    Codezero

    Codezero Technologies

    Boost development team productivity by leveraging existing Kubernetes infrastructure to create local environments that closely mirror production. Eliminate configuration errors, onboarding times, and guesswork debugging with logs to catch bugs earlier in the development cycle. Capture specific rays of traffic in order to crush those hard-to-reproduce errors without log diving, guesswork and deploying to test. Our best-in-class traffic shaping tools are developer friendly and do not require any knowledge of Kubernetes or networking. Reduce time wasted to configuration errors by eliminating drift between local, testing, production and other environments. Shift-left and work as close to production as possible. Move seamlessly across multiple cloud providers and on-premise environments with a single policy driven identity. Enjoy the portability of Kubernetes without the hassle of having to distribute credentials across your development team.
  • 4
    OpenText Functional Testing for Developers
    OpenText Functional Testing for Developers is an automated shift-left testing solution that enables developers to perform functional testing early in the software development lifecycle. It supports multiple standard programming languages like C#, Java, and JavaScript, allowing testers to use familiar IDEs such as Eclipse, Visual Studio, and IntelliJ. The platform integrates seamlessly with popular CI/CD tools, including Jenkins, and supports running tests in Docker containers. AI-powered object detection enhances test robustness and reduces maintenance by simplifying object recognition. Features like parallel and distributed test execution speed up testing and improve code quality. The solution also provides rich, interactive reporting to help developers analyze and debug efficiently.
  • 5
    Oxeye

    Oxeye

    Oxeye

    Oxeye is designed to expose vulnerable flows in distributed cloud native application code. We incorporate next-generation SAST, DAST, IAST, and SCA capabilities to ensure verification of risks in both Dev and Runtime environments. Built for developers and AppSec teams, Oxeye helps to shift-left security while accelerating development cycles, reducing friction, and eliminating vulnerabilities. We deliver reliable results with high accuracy. Oxeye analyzes code vulnerabilities across microservices delivering contextualized risk assessment enriched with infrastructure configuration data. With Oxeye developers can easily track and resolve vulnerabilities. We deliver the vulnerability visibility flow, steps to reproduce, and the exact line of code. Oxeye offers a seamless integration as Daemonset with a single deployment that doesn’t require performing changes in the code. We deliver frictionless security to your cloud-native apps.
  • 6
    AtomicJar

    AtomicJar

    AtomicJar

    Shift testing to the left and find issues earlier, when they are easier and cheaper to fix. Enable developers to do better integration testing, shorten dev cycles and increase productivity. Shorter and more-thorough integration feedback cycles, mean more reliable products. Testcontainers Cloud makes it easy for developers to run reliable integration tests, with real dependencies defined in code, from their laptops to their team’s CI. Testcontainers is an open-source framework for providing throwaway, lightweight instances of databases, message brokers, web browsers, or just about anything that can run in a Docker container. No more need for mocks or complicated environment configurations. Define your test dependencies as code, then simply run your tests and containers will be created and then deleted.
  • 7
    HoundDog.ai

    HoundDog.ai

    HoundDog.ai

    AI-powered code scanner designed to implement a proactive, shift-left strategy for sensitive data protection and privacy compliance. Product development outpaces privacy teams, leading to a constant need to update outdated data maps, which consumes much of their workload. Use HoundDog.ai’s AI-powered code scanner to continuously detect vulnerabilities (currently overlooked by SAST scanners) where sensitive data is exposed in plaintext through mediums such as logs, files, tokens, cookies, or third-party systems. Get essential context and remediation strategies, such as omitting sensitive data, applying masking or obfuscation, or using UUIDs instead of PII. Receive alerts when new data elements are introduced, based on their sensitivity levels, and prevent out-of-scope product changes from going live to avoid privacy incidents. Eliminate the manual and highly error-prone processes typically associated with security tasks.
    Starting Price: $200 per month
  • 8
    Ivanti Neurons for ITSM
    Ivanti Neurons for ITSM is a modern, enterprise-grade IT service management platform that automates workflows and eliminates manual processes to deliver faster, more consistent service outcomes. Built on industry standards and eleven certified best practices, it combines no-code, drag-and-drop configuration with AI-powered chatbots and self-service portals to transform the user experience and accelerate resolution times. Key capabilities include end-to-end incident and request management; proactive automation services for designing and adapting workflows without coding; complete hardware and software asset visibility; role-based dashboards and analytics for actionable insights; mobile-friendly interfaces for staff and end users; and flexible deployment on-premises, in the cloud, or as a hybrid solution. A maturity model guides growth from foundational ticketing through advanced “shift-left” automation and AI-driven remediation, while an extensible bot library.
  • 9
    Blink

    Blink

    Blink Ops

    Blink is an ROI force multiplier for security teams and business leaders looking to quickly and easily secure a wide variety of use cases. Get full visibility and coverage of alerts across your organization and security stack. Utilize automated flows to reduce noise and false positives in alerts. Scan for attacks and proactively identify insider threats and vulnerabilities. Create automated workflows that add relevant context, streamline communications, and reduce MTTR. Take action on alerts and improve your cloud security posture with no-code automation and generative AI. Shift-left access requests, streamline approvals flows, and unblock developers while keeping your applications secure. Continuously monitor your application for SOC2, ISO, GDPR, or other compliance checks and enforce controls.
  • 10
    Begin

    Begin

    Begin

    Begin makes AWS deployment a breeze. Run on the same global network as industry leaders, while managing your apps from Begin’s powerful, user-friendly interface. Start your path to your next promotion. Learn advanced full-stack backend today. Build resiliently with Begin’s standards-driven suite of open source tools. Seamlessly upgrade to interactive web components. Exceptional developer experience with low friction and smart, configurable defaults. Local-first development paired with identical staging and production environments. Infrastructure as code makes cloud provisioning simple and deterministic. Informed by years of evidence-based research and development, this approach is also used by some of the largest properties on the internet today. Begin apps deliver the benefits of FWAs to web developers out of the box, combining incredible ease of implementation with unrivaled reliability, power, and flexibility.
    Starting Price: $8 per month
  • 11
    Visual Studio Code
    Visual Studio Code (VS Code) is Microsoft’s open-source AI code editor designed to make coding faster, smarter, and more collaborative. It supports thousands of extensions and nearly every programming language, offering developers a lightweight yet powerful environment for writing, testing, and debugging code. With AI-powered features like GitHub Copilot, Next Edit Suggestions, and Agent Mode, VS Code helps you code with precision, automate complex tasks, and streamline development workflows. It integrates seamlessly with cloud services, remote repositories, and tools like Git, Docker, and Azure. The editor is fully customizable, allowing you to personalize your layout, color themes, and keyboard shortcuts. Whether coding locally or in the browser, VS Code delivers a complete development experience for individuals and teams alike.
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    Coco Code Coverage
    Coco by Qt is an end-to-end code coverage and test analysis tool built for teams developing desktop, embedded, and safety-critical software. It supports multiple languages—including C, C++, C#, QML, and Tcl—and provides detailed insight into code coverage across unit, integration, and system testing. Coco helps engineering and QA teams identify untested paths, redundant test cases, and hidden logic branches to improve software reliability and performance. Designed for compliance-driven industries, it generates audit-ready reports aligned with international standards like ISO 26262, DO-178C, and IEC 62304. Seamlessly integrating with CI/CD pipelines and IDEs such as Visual Studio, Eclipse, and Qt Creator, Coco streamlines test validation across toolchains and environments. With precision, automation, and compliance at its core, Coco enables faster releases without compromising quality or safety.
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    Deque

    Deque

    Deque Systems

    Deque Systems is a leading provider of digital accessibility solutions, offering a comprehensive suite of tools, services, and training to help organizations achieve and maintain compliance with accessibility standards. With a commitment to digital equality, Deque's solutions are designed to integrate seamlessly into development workflows, enabling teams to identify and remediate accessibility issues efficiently. Let’s meet you where you are and build a pragmatic plan for advancement together. Deque’s tactical and strategic accessibility expertise is unparalleled. Axe is the most trusted and accurate accessibility testing toolkit on the planet. Deque’s emphasis on shift-left accessibility is unique and critical for success. Our experts help define web standards, and with over 475,000 deployments worldwide, our tools are the de facto standard for automated accessibility testing.
  • 14
    TestLeft

    TestLeft

    SmartBear

    Build, test, and deploy new features in Eclipse, IntelliJ, and Visual Studio for agile development. Build, test, and deploy in one integrated development environment so you can focus on what matters, code. TestLeft is a developer automated testing tool that can be added to your integrated development environment (IDE) so you can immediately test the UI of new features right after they are built. TestLeft allows you to test at the unit and UI level so you can fix defects earlier in the product lifecycle to save time to let you code more. Without having to manually program descriptions for every object, you can start running functional tests sooner to accelerate your shift left efforts. You can add TestLeft to Visual Studio, Eclipse, IntelliJ or any other IDE. Avoid additional steps getting started by adding the TestLeft UI Spy into any preexisting DevOps pipeline. With support for Jenkins, Bamboo, and other popular CI/CD tools, you can test your application’s UI layer.
    Starting Price: $1,345 per year
  • 15
    TestQuality

    TestQuality

    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
  • 16
    Original Software

    Original Software

    Original Software

    For over 25 years, our testing platform has empowered businesses to enhance software quality with ease. Original Software provides a centralized solution for automating, capturing, and managing tests across your ERP and any integrated applications—right out of the box. With pre-built test case templates and a fully code-free approach, it’s incredibly user-friendly, enabling business users to execute tests effortlessly without any technical expertise. Ditch spreadsheets and screenshots—Original Software delivers instant efficiencies, typically cutting testing time by 50%. Plus, when you're ready to elevate your process, AI-powered test automation allows you to build a fully automated regression suite without writing a single line of code. Whether you’re working with on-premise, cloud-based, custom, or green screen applications, Original Software seamlessly supports testing across all environments. No hassle, just reliable results.
    Starting Price: $4000.00/one-time/user
  • 17
    Mayhem Code Security
    Thousands of autonomously generated tests run every minute to pinpoint vulnerabilities and guide rapid remediation. Mayhem takes the guesswork out of untested code by autonomously generating test suites that produce actionable results. No need to recompile the code, since Mayhem works with dockerized images. Self-learning ML continually runs thousands of tests per second probing for crashes and defects, so developers can focus on features. Continuous testing runs in the background to surface new defects and increase code coverage. Mayhem delivers a copy/paste reproduction and backtrace for every defect, then prioritizes them based on your risk. See all the results, duplicated and prioritized by what you need to fix now. Mayhem fits into your existing build pipeline and development tools, putting actionable results at your developers' fingertips. No matter what language or tools your team uses.
  • 18
    UndercoverCI

    UndercoverCI

    UndercoverCI

    Actionable test coverage for Ruby and GitHub. Checks and insights to help your team ship healthy code while saving time on PR reviews. Stop focusing on getting to 100% test coverage. Reduce pull request defects by telling when the changed code is untested before it's deployed to production. The CI server runs tests and uploads coverage data to UndercoverCI. That's the only required post-install setup step! We scan the PR diff and verify local test coverage for each updated class, method, and block because an absolute percentage check is not enough. Reveal untested methods and blocks, find unused code paths, and improve your test suite. Install UndercoverCI's hosted GitHub App or explore the Ruby gems family. Fully-featured GitHub App code review integration with quick setup for your organization. The UndercoverCI project and related Ruby gems are entirely open-source and free to use locally and in your CI/CD workflows.
    Starting Price: $49 per month
  • 19
    Coveralls

    Coveralls

    Coveralls

    We help you deliver code confidently by showing which parts of your code aren’t covered by your test suite. Free for open-source repositories. Pro accounts for private repositories. Instant sign-up through GitHub, Bitbucket, and Gitlab. Maintaining a well-tested codebase is mission-critical. Figuring out where your tests are lacking can be painful. You're already running your tests on a continuous integration server, so shouldn't it be doing the heavy lifting? Coveralls works with your CI server and sifts through your coverage data to find issues you didn't even know you had before they become a problem. If you're just running your code coverage locally, you won't be able to see changes and trends that occur during your entire development cycle. Coveralls lets you inspect every detail of your coverage with unlimited history. Coveralls takes the pain out of tracking your code coverage. Know where you stand with your untested code. Develop with confidence that your code is covered.
    Starting Price: $10 per month
  • 20
    AppVeyor

    AppVeyor

    AppVeyor

    Support for GitHub, GitHub Enterprise, Bitbucket, GitLab, Azure Repos, Kiln, Gitea, and custom repos. Configure builds in versioned YAML or UI. Isolated, clean build environment for every build. Built-in deployment and NuGet server. Branch and PR builds to support your development workflow. Professional support and vibrant community. We provide continuous integration tools for Windows developers. The service is offered for free to open-source projects, we offer subscriptions for private projects and AppVeyor Enterprise installations on customer premises. Build, test, and deploy your apps faster, on any platform. Start in minutes, works with any source control, fast build VMs with admin/sudo access. Multi-stage deployments and Windows, Linux, and macOS support. Install in minutes on Windows, Linux, or Mac. Run unlimited pipelines locally, in Docker, or in any cloud. Free for unlimited users, projects, jobs, clouds, and agents.
    Starting Price: $29 per month
  • 21
    Nucleus

    Nucleus

    Nucleus

    Nucleus is redefining the vulnerability management software category as the single source of record for all assets, vulnerabilities, and associated data. We unlock the value you’re not getting from existing tools and place you squarely on the path to program maturity by unifying the people, processes, and technology involved in vulnerability management. With Nucleus, you receive unmatched visibility into your program and a suite of tools with functionality that simply can’t be replicated in any other way. Nucleus is the single shift-left tool that unifies development and security operations. It unlocks the value you’re not getting out of your existing tools and puts you on the path to unifying the people, processes, and technology involved in addressing vulnerabilities and code weaknesses. With Nucleus, you’ll get unmatched pipeline integration, tracking, triage, automation and reporting capabilities and a suite of tools with functionality.
    Starting Price: $10 per user per year
  • 22
    Google Deep Learning Containers
    Build your deep learning project quickly on Google Cloud: Quickly prototype with a portable and consistent environment for developing, testing, and deploying your AI applications with Deep Learning Containers. These Docker images use popular frameworks and are performance optimized, compatibility tested, and ready to deploy. Deep Learning Containers provide a consistent environment across Google Cloud services, making it easy to scale in the cloud or shift from on-premises. You have the flexibility to deploy on Google Kubernetes Engine (GKE), AI Platform, Cloud Run, Compute Engine, Kubernetes, and Docker Swarm.
  • 23
    FLAS

    FLAS

    Nexiilabs

    FLAS provides manual testing organizations an immediate, simple, easy and cost friendly solution to overcome the challenges of transitioning to a fully automated test environment. FLAS defines the emerging paradigm of the shift to lightweight infrastructure. Its use of open source, cloud and pervasive integration demonstrates Nexii’s strategic application of emerging IT approaches. Empowers manual testers to write automation scripts without coding knowledge. Promotes DevOps by orchestrating the complete test process from test planning to bug filing and test case management. Enables easy integration. Enables easy integration with varied applications by virtue of a rich set of APIs. Focused on continuous testing which is core to CI/CD. Going forward, the product roadmap will have a feature that will integrate configuration management using Ansible to cover management of test setup deployment also.
  • 24
    Xray

    Xray

    Xray

    Cutting Edge Test Management for Jira. Xray is built for every member of your software team to plan, track, and release great software. No more excuses for untested code. Xray integrates directly with the leading SDLC software: Jira. With your development and test teams working in the same tool, you never ship untested or broken code again. Native integrations with test automation frameworks like Cucumber, Selenium and JUnit improve your team’s efficiency. Xray’s test plan and advanced test folder structure make it easy to orchestrate and execute even the most complex test suite. Empower your agile transformation with Xray’s extensible test management platform. Our REST API and out-of-the-box integrations make it easy to build your CI/CD pipeline. And Xray’s powerful reports and dashboard gadgets give you complete visibility into your test coverage and readiness to deploy.
    Starting Price: $10 per year
  • 25
    TestEngine

    TestEngine

    SmartBear

    TestEngine is an optimized test execution engine for automating SoapUI and ReadyAPI tests at a tremendous scale. With flexible deployment options, TestEngine can be installed in any cloud or on-premise environment using Docker, VMs, Mac, Linux, or Windows, supporting centralized execution models or distributed options. Accelerate your delivery pipelines by executing tests concurrently with TestEngine. Run large test suites alongside shorter ad-hoc test cases with minimal infrastructure maintenance. TestEngine queues requests to execute tests as they arrive, staging projects being submitted during peak times. Results are returned to distributed clients as demand fluctuates, while also being stored for consumption later. Testing is an integral part of shipping and maintaining high-quality, stable applications and services. TestEngine allows teams to accelerate test executions while avoiding complex environments.
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    RapidBIZ

    RapidBIZ

    VACAVA

    Speed time-to-market with low code SmartScreens. It has never easier to build small, targeted MSA’s - (Micro Server Apps) that address specific process automation problems while integrating with existing data and applications. Run MSA’s anywhere and everywhere without unique code for different device types. RapidBIZ delivers all of these capabilities within a single integrated development and management environment that deploys and runs in Docker containers, Kubernetes and on OpenShift. Reuse is fundamental to RapidBIZ productivity. With RapidBIZ, developers have easy access to powerful pre-built components and features along with legacy code and data, including IBM i, for designing and developing cloud-based applications. Reduce simple, time-consuming development and management tasks to point and click, including point and click wizards that generate code for more complex functions.
    Starting Price: $99.00/month/user
  • 27
    Solvo

    Solvo

    Solvo

    Solvo creates a unique security configuration based on each environment. Solvo enforces the least-privilege configuration that was created for you. Solvo enables you to view and control your infrastructure inventory, security posture and risks. Migrating your workloads from an on-prem data center to the cloud? Building a cloud-native application? We know that the security part can be tedious. But don’t let it prevent you from doing it right. Historically, cloud infrastructure misconfigurations have been detected in the production environment. That means that from the moment your detection system discovers the misconfiguration, you are racing against time to mitigate damage and remediate the issue. At Solvo, we believe that cloud security issues should be detected and remediated as early as possible. We’re bringing shift-left to cloud security.
    Starting Price: $99 per month
  • 28
    Skaffold

    Skaffold

    Skaffold

    Skaffold is an open source command-line tool that streamlines the development workflow for Kubernetes applications. It automates the processes of building, pushing, and deploying your application, allowing you to focus on writing code. Skaffold supports various tools and technologies, offering flexibility in choosing your preferred build and deployment methods. It features a pluggable architecture, enabling integration with different implementations of the build and deploy stages. Skaffold is lightweight, operating entirely on the client side without adding overhead or maintenance burdens to your Kubernetes cluster. It facilitates fast local Kubernetes development by detecting source code changes and handling the pipeline to build, push, test, and deploy your application automatically. Skaffold also provides continuous feedback by managing deployment logging and resource port-forwarding. Its context-aware capabilities allow the use of profiles, local user configurations, etc.
    Starting Price: Free
  • 29
    Time Machine

    Time Machine

    Solution-Soft

    Time Machine® provides software virtual clocks that enable you to time travel your applications into the future or the past, facilitating time shift testing on your date and time-sensitive application logic, such as month-end, quarter-end, year-end processing, billing cycle, workflow, regulatory go live and policy life cycle. Time Machine is transparent to applications and databases so no code modification is required to do time shift testing and the system clock is never modified. Time Machine eliminates the need to reset the system clock, which is time-consuming, error-prone, and not possible under Active Directory or in a Kerberos secured environment. Mitigate risks for mission-critical application failures. Ensure large-scale software projects finish on time and under budget. Windows, Linux, Unix, Mainframe zLinux, Dockerized, Virtualized, On-Iron, or in the Cloud. Time Machine runs everywhere you need it.
  • 30
    IBM Wazi as a Service
    IBM Wazi aaS also provides experimental capabilities to enable customers to get started with exploring IBM Cloud’s Continuous Delivery offering through Integration templates based on DevSecOps practices. The service offers a unified user experience for z/OS and cloud-native applications in the IBM Cloud to create and use toolchains, with security and audibility at its core. Accelerate delivery through rapid development and testing enabled by on-demand access to a z/OS environment in less than 5 minutes. Innovate faster in response to ever-changing business needs by using a z/OS system that includes the latest and greatest software. Enhance software quality and audibility by shifting left automating your testing and considering security earlier in the development lifecycle. Help developers and systems programmers by eliminating wait times and enabling easy deployment of a z/OS system with Wazi Image Builder using standard or custom images.
  • 31
    Cisco Cloud Native Broadband Router
    Transform your network and scale beyond the physical infrastructure by virtualizing your CCAP with the Cisco Cloud Native Broadband Router. Built from the ground as a cloud native application composed of containerized microservices using open-source tools, the Cisco Cloud Native Broadband Router delivers nonpareil scalability, elasticity, and resilience. Designed and coded from the ground up as a composition of multiple services for elasticity, resiliency, and composability. Based on open, modular, standards-based software, including Kurbernetes and Docker, for rapid and agile development and deployment. Change the way you operate your network with real time monitoring, analysis, and remediation. Take advantage of web-scale operations with auto-provisioning, auto-scaling, and auto-redundancy. Written for the cloud as software independent of hardware. Compatible with bare metal and designed to be portable across multi-cloud environments.
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    Scandium

    Scandium

    Scandium

    Scandium is a no-code test automation platform designed to simplify and streamline the creation and maintenance of automated test cases. Tailored for Software Testers, SDETs, Product Managers, and Developers, Scandium transforms software testing by making it accessible, efficient, and collaborative. With features like Scenario Recording, users can easily record website interactions through the Scandium extension, converting them into reusable test steps. It supports both local and remote test executions, enabling tests to be run on local browsers or via the Scandium Cloud Runner. Scandium also integrates smoothly into CI/CD pipelines, supporting platforms such as CircleCI, Jenkins, GitHub Actions, and GitLab. The platform excels in test management, allowing teams to manage, track, and organize testing efforts collaboratively. Scandium even supports Email and SMS Testing, without the need for dedicated inbox environments.
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    Centurion

    Centurion

    New Relic

    A deployment tool for Docker. Takes containers from a Docker registry and runs them on a fleet of hosts with the correct environment variables, host volume mappings, and port mappings. Supports rolling deployments out of the box, and makes it easy to ship applications to Docker servers. We're using it in our production infrastructure. Centurion works in a two part deployment process where the build process ships a container to the registry, and Centurion ships containers from the registry to the Docker fleet. Registry support is handled by the Docker command line tools directly so you can use anything they currently support via the normal registry mechanism. If you haven't been using a registry, you should read up on how to do that before trying to deploy anything with Centurion. This code is developed in the open with input from the community through issues and PRs. There is an active maintainer team within New Relic.
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    AWS Deep Learning Containers
    Deep Learning Containers are Docker images that are preinstalled and tested with the latest versions of popular deep learning frameworks. Deep Learning Containers lets you deploy custom ML environments quickly without building and optimizing your environments from scratch. Deploy deep learning environments in minutes using prepackaged and fully tested Docker images. Build custom ML workflows for training, validation, and deployment through integration with Amazon SageMaker, Amazon EKS, and Amazon ECS.
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    Imvision

    Imvision

    Imvision

    How enterprises secure their APIs. Protect your APIs wherever they are, throughout their lifecycle. Gain visibility across the board and deeply understand the business logic behind your APIs. Uncover endpoints, usage patterns, expected flows, and sensitive data exposure through full API payload data analysis. By analyzing the full API data, Imvision allows you to go beyond predefined rules in order to discover unknown vulnerabilities, prevent functional attacks, and automatically shift-left to outsmart attackers. Natural Language Processing (NLP) allows us to achieve high detection accuracy at scale while providing detailed explainability. It can effectively detect ‘Meaningful Anomalies’ when analyzing API data as language. Uncover the API functionality using NLP-based AI to model the complex data relations. Detect behavior sequences attempting to manipulate the logic, at any scale. Understand anomalies faster and in the context of the business logic.
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    Goose

    Goose

    Block

    Goose (also known as codename goose) is an open-source, on-machine AI agent designed to automate engineering tasks directly within your terminal or integrated development environment (IDE). Operating locally, it efficiently executes tasks such as code generation, debugging, and deployment, allowing developers to focus on higher-level problem-solving. Goose's extensible architecture enables customization with preferred large language models (LLMs) and integration with external APIs, enhancing its capabilities to suit diverse project requirements. By autonomously handling complex tasks, Goose streamlines the development process, increasing productivity and reducing manual effort. Developers have praised Goose for its ability to manage tasks like updating dependencies, running tests, and automating code migrations, highlighting its effectiveness in real-world applications.
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    Jit

    Jit

    Jit

    DevOps ain’t easy! We are hearing more and more about the breakdown and friction where Dev meets Ops, so let’s not even talk about all the other shift-left domains that add another layer of complexity in the middle like DevSecOps. Where this comes with the need to implement and integrate dozens of security tools in their SDLC. But what if it doesn’t have to be difficult? Jit's DevSecOps Orchestration Platform allows high-velocity Engineering teams to own product security while increasing dev velocity. With a unified and friendly developer experience, we envision a world where every cloud application is born with Minimal Viable Security (MVS) embedded and iteratively improves by adding Continuous Security into CI/CD/CS.
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    CTO.ai

    CTO.ai

    CTO.ai

    CTO.ai is an automation platform with a flexible CI/CD runtime & Instant Staging URLs that will drive a measurable increase in your development velocity over time. Services make it incredibly easy for your developers to get their applications live without having to deal with the complexity of your infrastructure requirements. You can create these staging environments instantly and use them to test your changes using a private URL or custom domain for your clients to do their UAT. We automate the continuous delivery of changes to these environments and then you can deploy your production services into your own cloud when ready. We automate the continuous delivery of changes to these environments and then you can deploy your production services into your own cloud when ready. Pipelines integrate directly with Github so they can be easily triggered based on events like a git push or via a manual release from your ChatOps commands.
    Starting Price: $7 per month
  • 39
    Nitric

    Nitric

    Nitric

    Nitric is an open source, cloud-agnostic backend framework that enables developers to declare infrastructure as code and automate deployments using pluggable plugins. It supports multiple languages, including JavaScript, TypeScript, Python, Go, and Dart. Key features include defining APIs (REST, HTTP), serverless functions, routing, authentication/authorization (OIDC-compatible), storage (object/file storage, signed URLs, bucket events), databases (e.g., managed Postgres with migrations), messaging (queues, topics, pub/sub), websockets, scheduled tasks, and secrets management. Nitric integrates with tools like Terraform or Pulumi, or lets you write your own plugins, and works with major cloud providers (AWS, Azure, Google Cloud). It also supports local development with simulated cloud environments so you can prototype, test, and iterate without incurring cloud cost. The framework emphasizes declarative security, resource access management, and portability.
    Starting Price: Free
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    Calibre Design Solutions
    Calibre Design Solutions is the industry leader for IC verification, delivering a complete IC verification and DFM optimization EDA platform that speeds designs from creation to manufacturing, addressing all sign-off requirements. Calibre Design Solutions delivers the most accurate, most trusted, and best-performing IC sign-off verification and DFM optimization in the EDA industry. The platform provides foundries, IDMs, and fabless companies with comprehensive, innovative verification technology for all nodes and processes. Calibre reliability verification performs checks against electrical and physical design rules and optimizes layouts to reduce the risk of early or catastrophic IC failures. The Calibre shift-left strategy provides pioneering tools and techniques that reduce signoff iterations and time to tape out while ensuring quality results. Cloud computing offers 24/7/365 access to highly scalable clusters of high-performance hardware specifically tuned for EDA tasks.
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    GoRules

    GoRules

    GoRules

    GoRules is a Business Rules Management System (BRMS) that enables organizations to define, deploy, execute, and maintain decision logic across their enterprise. The system consists of a standalone microservice with a user interface for designing decision models and a high-performance rules engine that evaluates business rules through REST APIs. The system allows business users to create and modify rules without coding knowledge while providing developers with tools for integration and scalability. Organizations can manage decision logic across multiple environments (development, staging, production) with built-in promotion workflows and audit logging. GoRules supports both virtual environments within the BRMS and external deployments to cloud storage providers, offering flexibility in how decision models are deployed and executed. Built around an open-source rules engine written in Rust.
    Starting Price: €50/month
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    Pathway

    Pathway

    Pathway

    Pathway is a Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. Pathway comes with an easy-to-use Python API, allowing you to seamlessly integrate your favorite Python ML libraries. Pathway code is versatile and robust: you can use it in both development and production environments, handling both batch and streaming data effectively. The same code can be used for local development, CI/CD tests, running batch jobs, handling stream replays, and processing data streams. Pathway is powered by a scalable Rust engine based on Differential Dataflow and performs incremental computation. Your Pathway code, despite being written in Python, is run by the Rust engine, enabling multithreading, multiprocessing, and distributed computations. All the pipeline is kept in memory and can be easily deployed with Docker and Kubernetes.
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    we45

    we45

    we45

    Application development today is fraught with challenges like speed, scalability and quality which have relegated security to a post development consideration. Today, Application Security Testing (AST) is performed only in the final stages of the SDLC(Software Development Life Cycle) which is expensive, disruptive and inefficient. Today’s DevOps environments demand a low distraction security model which is integrated with product development. we45 helps product teams build an application security tooling framework that enables the identification and remediation of vulnerabilities within the development phase and ensure fewer security vulnerabilities in production. Security Automation from the get-go. Integrate AST(Application Security Testing) with Continuous Integration/Deployment platforms like Jenkins and perform security checks right from when the code is checked in.
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    Mistral Code

    Mistral Code

    Mistral AI

    Mistral Code is an AI-powered coding assistant designed to enhance software engineering productivity in enterprise environments by integrating powerful coding models, in-IDE assistance, local deployment options, and comprehensive enterprise tooling. Built on the open-source Continue project, Mistral Code offers secure, customizable AI coding capabilities while maintaining full control and visibility inside the customer’s IT environment. It supports over 80 programming languages and advanced functionalities such as multi-step refactoring, code search, and chat assistance, enabling developers to complete entire tickets, not just code completions. The platform addresses common enterprise challenges like proprietary repo connectivity, model customization, broad task coverage, and unified service-level agreements (SLAs). Major enterprises such as Abanca, SNCF, and Capgemini have adopted Mistral Code, using hybrid cloud and on-premises deployments.
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    Diffblue Cover
    Diffblue Cover analyzes your existing Java program and writes unit regression tests that reflect the current behavior of the code. The CLI tool works 100% autonomously, configuring itself from your Maven or Gradle environment. By bringing automation to the test-writing process, the CLI tool provides a speed boost for organizations that are working towards achieving DevOps goals like CI/CD. Since it fits into a CI pipeline, the CLI tool protects the whole codebase from regressions by shifting testing left. Diffblue Cover's unit regression tests run fast and verify new code changes immediately, helping users detect undesirable changes in the code’s behavior as early as possible, when they're the quickest, easiest, and cheapest to fix. And tests are automatically maintained, saving teams even more time.
    Starting Price: Free
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    Pynt

    Pynt

    Pynt

    Pynt is an innovative API Security Testing platform exposing verified API threats through simulated attacks. We help hundreds of companies such as Telefonica, Sage, Halodoc, and more, to continuously monitor, classify and attack poorly secured APIs, before hackers do. Pynt's leverages an integrated shift-left approach, and unique hack technology using home-grown attack scenarios, to detect real threats, discover APIs, suggest fixes to verified vulnerabilities, thereby eliminating the API attack surface risk. Thousands of companies rely on Pynt to secure the no. 1 attack surface - APIs, as part of their AppSec strategy.
    Starting Price: $1888/month
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    DeployBot

    DeployBot

    SaaS.tech

    Instantly build and ship code anywhere in one consistent process for your entire team. Manual or automatic deployments. Trigger a deployment whenever you’re ready or deploy on every push to a branch. Tools for multiple environments. Each deployment environment (like Production and Staging) can ship code from different branches to one or many servers simultaneously. In many cases code can't just be deployed — it has to be built first. DeployBot lets you execute or compile any code on our servers during the deployment, using pre-defined or completely custom Docker containers. You can also run any shell scripts on your own server before, after, or during deployment. On every deployment we will send a notification using your favorite communication channels. Analyze how each deployment impacts performance and application stability through third-party integrations.
    Starting Price: $25 per month
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    Wallaroo.AI

    Wallaroo.AI

    Wallaroo.AI

    Wallaroo facilitates the last-mile of your machine learning journey, getting ML into your production environment to impact the bottom line, with incredible speed and efficiency. Wallaroo is purpose-built from the ground up to be the easy way to deploy and manage ML in production, unlike Apache Spark, or heavy-weight containers. ML with up to 80% lower cost and easily scale to more data, more models, more complex models. Wallaroo is designed to enable data scientists to quickly and easily deploy their ML models against live data, whether to testing environments, staging, or prod. Wallaroo supports the largest set of machine learning training frameworks possible. You’re free to focus on developing and iterating on your models while letting the platform take care of deployment and inference at speed and scale.
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    Oracle Cloud Functions
    ​Oracle Cloud Infrastructure (OCI) Functions is a serverless computing service that enables developers to create, run, and scale applications without managing infrastructure. Built on the open source Fn Project, it supports multiple programming languages, including Python, Go, Java, Node.js, and C#, allowing for flexible function development. Developers can deploy code directly, with OCI handling automatic provisioning and scaling of resources. It offers provisioned concurrency to maintain low-latency execution, ensuring functions are ready to accept calls instantly. A catalog of prebuilt functions is available, enabling rapid deployment of common tasks without the need to write code from scratch. Functions are packaged as Docker images, and advanced users can utilize Dockerfiles to customize runtime environments. Integration with Oracle Identity and Access Management provides fine-grained access control, while OCI Vault securely stores sensitive configuration data.
    Starting Price: $0.0000002 per month
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    JFrog Container Registry
    The world’s most advanced, powerful, hybrid Docker and Helm registry. Power your world of Docker without limits. The JFrog Container Registry is the most comprehensive and advanced registry in the market today, supporting Docker containers and Helm Chart repositories for your Kubernetes deployments. Use it as your single access point to manage and organize your Docker images, while avoiding Docker Hub throttling or retention issues. JFrog provides reliable, consistent, and efficient access to remote Docker container registries with integration to your build ecosystem. Develop and deploy your way. Supports your current and future business model with on-prem / self-hosted, hybrid, and multi-cloud environments on your choice of AWS, Microsoft Azure, and Google Cloud. Built on JFrog Artifactory’s proven track record of power, stability, and resilience to easily manage and deploy your Docker images and provide your DevOps teams with full control over access and permissions.
    Starting Price: $98 per month