Best Application Development Software for Google Cloud Platform - Page 4

Luminoth is an open-source framework designed for computer vision applications, currently focusing on object detection but with aspirations to expand its capabilities. As it is in the alpha stage, users should be aware that both internal and external interfaces, including the command line, are subject to change as development progresses. For those interested in utilizing GPU support, it is recommended to install the GPU variant of TensorFlow via pip with the command pip install tensorflow-gpu; alternatively, users can opt for the CPU version by executing pip install tensorflow. Additionally, Luminoth offers the convenience of installing TensorFlow directly by using either pip install luminoth[tf] or pip install luminoth[tf-gpu], depending on the desired TensorFlow version. Overall, Luminoth represents a promising tool in the evolving landscape of computer vision technology.

Kuma provides an enterprise service mesh that seamlessly operates across multiple clouds and clusters, whether on Kubernetes or virtual machines. With just a single command, users can deploy the service mesh and automatically connect to other services through its integrated service discovery features, which include Ingress resources and remote control planes. This solution is versatile enough to function in any environment, efficiently managing resources across multi-cluster, multi-cloud, and multi-platform settings. By leveraging native mesh policies, organizations can enhance their zero-trust and GDPR compliance initiatives, thereby boosting the performance and productivity of application teams. The architecture allows for the deployment of a singular control plane that can effectively scale horizontally to accommodate numerous data planes, or to support various clusters, including hybrid service meshes that integrate both Kubernetes and virtual machines. Furthermore, cross-zone communication is made easier with Envoy-based ingress deployments across both environments, coupled with a built-in DNS resolver for optimal service-to-service interactions. Built on the robust Envoy framework, Kuma also offers over 50 observability charts right out of the box, enabling the collection of metrics, traces, and logs for all Layer 4 to Layer 7 traffic, thereby providing comprehensive insights into service performance and health. This level of observability not only enhances troubleshooting but also contributes to a more resilient and reliable service architecture.

Superblocks is a programmable, IDE that allows developers to create any internal app, workflow or scheduled job in a fraction of time and cost. Next month's roadmap will be available this week. Rapidly create apps, workflows and jobs that are connected to your data. Secure your data with granular permissions (RBAC), SSO and audit logs. Monitor production and deploy with Git. You can extend anything with code. You don't need to know HTML, CSS, or React. Drag and drop components, connect them with data, and make your app dynamic using trigger APIs. To improve the speed of your support team, you can create custom KYC, Compliance, AML and credit approval tools. Stop wasting time with CLIs. You can quickly create admin panels for your datastores so you can read, write, or update customer data using tables, forms, charts, and other tools. You can track deployment status and monitor versions from one pane of glass. Any deployment system you use can be read/written to. Clark is the first AI agent purpose-built for securely creating internal enterprise apps at scale. Designed to work within your company’s existing infrastructure, Clark uses your design systems, access controls, and private APIs to generate fully compliant internal tools. With the ability to build through AI prompts, drag-and-drop interfaces, or your favorite IDE, Clark unites business users and developers on a single governed platform.

Giskard provides interfaces to AI & Business teams for evaluating and testing ML models using automated tests and collaborative feedback. Giskard accelerates teamwork to validate ML model validation and gives you peace-of-mind to eliminate biases, drift, or regression before deploying ML models into production.

HiveMQ is the most trusted enterprise MQTT platform, purpose-built to connect anything via MQTT, communicate reliably, and control IoT data. The platform can be deployed anywhere, on-premise or in the cloud, giving developers the flexibility and freedom they need to evolve as their IoT deployment grows. HiveMQ is reliable under real-world stress, scales without limits, and provides enterprise-grade security to meet the needs of organizations at any stage of digital transformation. The extensible platform provides seamless connectivity to the leading data streaming, databases, and data analytics platforms, plus offers a custom SDK for a perfect fit in any stack.

Experience Apache Kafka offered as a fully managed service that avoids vendor lock-in while providing comprehensive features for constructing your streaming pipeline. You can establish a fully managed Kafka instance in under 10 minutes using our intuitive web console or programmatically through our API, CLI, Terraform provider, or Kubernetes operator. Seamlessly integrate it with your current technology infrastructure using more than 30 available connectors, and rest assured with comprehensive logs and metrics that come standard through our service integrations. This fully managed distributed data streaming platform can be deployed in any cloud environment of your choice. It’s perfectly suited for applications that rely on event-driven architectures, facilitating near-real-time data transfers and pipelines, stream analytics, and any situation where swift data movement between applications is essential. With Aiven’s hosted and expertly managed Apache Kafka, you can effortlessly set up clusters, add new nodes, transition between cloud environments, and update existing versions with just a single click, all while keeping an eye on performance through a user-friendly dashboard. Additionally, this service enables businesses to scale their data solutions efficiently as their needs evolve.

Craft engaging product experiences tailored for every stage of the customer journey. Articulate your product narrative effectively and integrate it seamlessly into various platforms. Develop presentations that are foolproof and leave a memorable impact, alongside straightforward training materials that are both accessible and engaging. Self-guided demonstrations empower users to explore your product confidently, eliminating concerns about navigation mishaps or potential errors. An intuitive interface enhances your ability to convey the product's value proposition clearly and effectively. Emphasize essential insights that ensure your audience retains a vivid impression of how your product can fulfill their needs. Regale Studio enables you to capture visuals and animations, monitor user interactions, and easily compile them into cohesive demos. With the ability to create demonstrations for desktop, web, and mobile applications in a matter of minutes, you can address your specific requirements efficiently. The user-friendly features allow for effortless editing and synchronization of demos with ongoing product updates. This setup creates a dynamic simulation of a live experience, negating the necessity of constructing and configuring complex demo environments. In essence, the combination of these tools not only enhances user engagement but also streamlines the demonstration process, making it more effective than ever.

Akto is an open source, instant API security platform that takes only 60 secs to get started. Akto is used by security teams to maintain a continuous inventory of APIs, test APIs for vulnerabilities and find runtime issues. Akto offers tests for all OWASP top 10 and HackerOne Top 10 categories including BOLA, authentication, SSRF, XSS, security configurations, etc. Akto's powerful testing engine runs variety of business logic tests by reading traffic data to understand API traffic pattern leading to reduced false positives. Akto can integrate with multiple traffic sources - Burpsuite, AWS, postman, GCP, gateways, etc.

We move all your development tools into a setting that mirrors the production environment, creating an experience akin to coding directly in production. You can invite your teammates to collaborate on the same project through pair programming, and easily share copies of your workspace with others. This enables you to present your work even to those outside of engineering. The coding environment is structured directly from the production build process, providing the safest way to simulate production coding scenarios. If your code runs smoothly in this environment, it is likely to function in the actual production setting as well. There’s no need to postpone testing until after your code undergoes review or branch merging; you can now conduct comprehensive end-to-end testing during the development phase itself. This full-stack environment supports all the microservices utilized in production, allowing for real-time validations. The inner loop becomes much more efficient since actual end-to-end testing can occur prior to code review, significantly shortening the deployment timeline and enhancing overall productivity. This seamless integration of testing and development ultimately leads to a more agile and responsive workflow.

Create intricate front-end applications even if you lack experience in React, CSS, or HTML. With a simple drag-and-drop interface, you can use over 35 pre-designed UI components to construct complex frontends effortlessly. The visual application editor allows you to add new components, resize them, reposition elements, and alter colors with ease. You can personalize each component using built-in properties and styles, all without writing a single line of code. Additionally, a viewer is provided to check the current properties of components, manage queries, and monitor global application states. ToolJet comes equipped with its proprietary database, ToolJet DB, which is based on PostgreSQL. Moreover, you have the flexibility to connect to various external data sources, including databases like PostgreSQL, MongoDB, MS SQL Server, Snowflake, and BigQuery, as well as API and GraphQL endpoints, SaaS tools such as Airtable, Stripe, and Google Sheets, along with cloud object storage services like AWS S3, Google Cloud Storage, and Minio. This comprehensive setup allows you to build robust applications tailored to your specific needs without any coding knowledge.

Enhance your app development process with Lightly, a versatile multilingual cloud IDE that allows you to produce high-quality code effortlessly using AI-assisted coding and real-time collaboration tools. This robust platform supports various programming languages, such as Java, Python, C++, HTML, and JavaScript, enabling you to write, execute, and troubleshoot code conveniently from your iPad at any location. With its AI-generated code capabilities, you can swiftly create code snippets, while the collaborative features facilitate seamless teamwork, allowing multiple users to work together on projects in real-time. Additionally, Lightly simplifies deployment and hosting by managing the infrastructure for you, with project images available to streamline deployment across AWS, Azure, GCP, or any other cloud service provider. By allowing you to concentrate on your creative ideas, Lightly's AI programming assistant takes care of the technical details, enhancing your productivity and effectiveness in developing applications. In this way, you can focus more on innovation while relying on advanced technology to support your development efforts.

Elevate your API journey, streamline consumption, foster collaboration, and enhance developer experience with our versatile, enterprise-grade One APIMarketplace. This platform mitigates API sprawl and simplifies complexities by operationalizing APIs, ensuring they are easily discoverable, consumable, and accessible for collaboration. By enabling faster time to market, One APIMarketplace effectively boosts API adoption through improved accessibility, insightful performance metrics, and increased consumption rates. Equip developers with user-friendly documentation, community support, valuable resources, SDKs, and sandbox environments to further expedite API adoption. One APIMarketplace not only simplifies the discovery and utilization of APIs but also guarantees a seamless experience for both developers and enterprises. With extensive documentation available and the ability to test APIs in a sandbox prior to integration, users can confidently proceed with their projects. Additionally, our robust analytics dashboard provides vital insights into API usage, performance metrics, and user engagement, allowing for informed decision-making.

Athina functions as a collaborative platform for AI development, empowering teams to efficiently create, test, and oversee their AI applications. It includes a variety of features such as prompt management, evaluation tools, dataset management, and observability, all aimed at facilitating the development of dependable AI systems. With the ability to integrate various models and services, including custom solutions, Athina also prioritizes data privacy through detailed access controls and options for self-hosted deployments. Moreover, the platform adheres to SOC-2 Type 2 compliance standards, ensuring a secure setting for AI development activities. Its intuitive interface enables seamless collaboration between both technical and non-technical team members, significantly speeding up the process of deploying AI capabilities. Ultimately, Athina stands out as a versatile solution that helps teams harness the full potential of artificial intelligence.

Swirl effortlessly integrates with your enterprise applications, offering real-time data access. It enables secure retrieval-augmented generation from your corporate data without storing any information, while functioning effectively within your firewall. Additionally, Swirl can easily link to your proprietary language models. With Swirl Search, your organization gains an innovative solution that delivers rapid access to all necessary information across various data sources. The platform features multiple connectors designed for popular applications and services, allowing for a seamless connection. There’s no need for data migration, as Swirl harmonizes with your existing systems to maintain data security and uphold privacy standards. Tailored specifically for enterprises, Swirl recognizes that transferring data solely for search and AI integration can be costly and inefficient. By offering a federated and unified search experience, Swirl provides a superior alternative for businesses looking to optimize their data utilization. This approach not only enhances productivity but also streamlines the search process across diverse data environments.

Ensure your applications perform well and maintain high quality by simulating real-world traffic conditions. Monitor code efficiency, quickly identify issues, and gain confidence that your application operates at peak performance prior to launch. Create realistic scenarios, conduct load testing, and develop sophisticated simulations of both external and internal backend systems to enhance your readiness for production. Eliminate the necessity of establishing expensive new environments for every test. The integrated autoscaling feature helps reduce your cloud expenses even more. Avoid cumbersome, custom-built frameworks and tedious manual testing scripts, enabling you to deploy more code in less time. Have confidence that updates can withstand heavy traffic demands. Avert significant outages, fulfill service level agreements, and safeguard user satisfaction. By mimicking external systems and internal infrastructure, you achieve more dependable and cost-effective testing. There is no need to invest in costly, comprehensive environments that require extensive setup time. Effortlessly transition away from outdated systems while ensuring a seamless experience for your customers. With these strategies, you can enhance your app’s resilience and performance under various conditions.

For those utilizing GitHub Actions in their CI/CD processes and concerned about the security of their pipelines, the StepSecurity platform offers a robust solution. It allows for the implementation of network egress controls and enhances the security of CI/CD infrastructures specifically for GitHub Actions runners. By identifying potential CI/CD risks and detecting misconfigurations in GitHub Actions, users can safeguard their workflows. Additionally, the platform enables the standardization of CI/CD pipeline as code files through automated pull requests, streamlining the process. StepSecurity also provides runtime security measures to mitigate threats such as the SolarWinds and Codecov attacks by effectively blocking egress traffic using an allowlist approach. Users receive immediate, contextual insights into network and file events for all workflow executions, enabling better monitoring and response. The capability to control network egress traffic is refined through granular job-level and default cluster-wide policies, enhancing overall security. It is important to note that many GitHub Actions may lack proper maintenance, posing significant risks. While enterprises often opt to fork these Actions, the ongoing upkeep can be costly. By delegating the responsibilities of reviewing, forking, and maintaining these Actions to StepSecurity, businesses can achieve considerable reductions in risk while also saving valuable time and resources. This partnership not only enhances security but also allows teams to focus on innovation rather than on managing outdated tools.

Mogenius offers an all-in-one platform that integrates visibility, observability, and automation for effective Kubernetes management. By connecting and visualizing your Kubernetes clusters and workloads, it ensures that the entire team has access to crucial insights. You can easily pinpoint misconfigurations within your workloads and take corrective measures directly through the mogenius interface. The platform streamlines Kubernetes operations with features like service catalogs, enabling developer self-service, and creating ephemeral environments. This self-service capability simplifies the deployment process for developers, allowing them to work more efficiently. Additionally, mogenius helps optimize resource allocation and prevents configuration drift through the use of standardized, automated workflows. By eliminating redundant tasks and promoting the reuse of resources with service catalogs, your team can enhance productivity. Gain complete visibility into your Kubernetes infrastructure and deploy a cloud-agnostic Kubernetes operator for a holistic view of your clusters and workloads. Furthermore, developers can quickly establish local and ephemeral testing environments that replicate the production setup in just a few clicks, ensuring a seamless development experience. Ultimately, mogenius empowers teams to manage their Kubernetes environments with greater ease and efficiency.

Eliminate delays, pinpoint inefficiencies, and troubleshoot problems effectively. Become a part of a swiftly growing network of global businesses that are realizing up to 20 times the value and return on investment by utilizing KloudMate, far exceeding other observability platforms. Effortlessly track essential metrics, relationships, and identify irregularities through alerts and tracking issues. Swiftly find critical 'break-points' in your application development process to address problems proactively. Examine service maps for each component within your application while revealing complex connections and dependencies. Monitor every request and operation to gain comprehensive insights into execution pathways and performance indicators. Regardless of whether you are operating in a multi-cloud, hybrid, or private environment, take advantage of consolidated Infrastructure monitoring features to assess metrics and extract valuable insights. Enhance your debugging accuracy and speed with a holistic view of your system, ensuring that you can detect and remedy issues more quickly. This approach allows your team to maintain high performance and reliability in your applications.

Set up a fully functional database and backend in just a few minutes, allowing you to concentrate on enhancing your application and serving your users. Bring forth impressive projects without the hassle of complicated DevOps processes. During development, you can operate the complete Nhost stack right from your terminal. Utilize Git for seamless pushing and deployment of changes with straightforward continuous integration and continuous deployment (CI/CD). Your project will be hosted on a robust infrastructure designed for optimal scalability and security. Nhost serves as an open-source backend and development platform, empowering developers to create and expand their web and mobile applications effectively. Enjoy hassle-free database hosting, equipped with all the necessary tools for success. Gain access to raw database logs for comprehensive insights into your database operations. All databases leverage high-performance SSDs to ensure rapid processing speeds. Additionally, expect daily backups to safeguard your data. Select from an extensive array of Postgres extensions, and effortlessly create tables, establish relationships, manage data, or execute custom SQL queries through an intuitive yet powerful user interface. With Nhost, you can streamline your development process and accelerate your app's journey from concept to reality.

Versori's platform is designed for seamless integration, requiring no technical expertise from users. With a robust set of integrations and straightforward implementation as its core principles, it allows you to either incorporate your custom systems or select from a vast library of over 2,000 options to begin your integration journey. Each organization's integrations operate in a separate environment, which helps to reduce latency and enhance security. Furthermore, the platform ensures that all communications are compartmentalized per organization, safeguarding sensitive information. Data retention is customizable to fit your enterprise's specific needs, whether it's for sensitive information that needs swift deletion or for analytics that require data storage for up to a month. Additionally, all integration activities and workflows are meticulously monitored and recorded, providing valuable insights for troubleshooting and resolution of technical difficulties. Discover how businesses similar to yours are optimizing their budgets and significantly shortening integration timelines by utilizing Versori's effective integration platform, paving the way for a more streamlined operational process.

Enhance your software engineering initiatives by integrating actionable insights alongside captivating gamification elements. Streamline your engineering workflows, pinpoint potential obstacles, and monitor team performance through valuable insights, which help ensure projects remain on schedule while achieving top-notch results. Equip your team with these insights, gamified encouragement, and transparent performance metrics to boost engagement and efficiency. Gain comprehensive visibility into your engineering team's performance, recognize issues, and leverage data-driven strategies to refine delivery and foster business expansion. Installing the complimentary GitHub app provides you with detailed insights into the development process without requiring any manual input, allowing your team to continue focusing on project objectives seamlessly. Unlock a wealth of AI-enhanced insights and tailored recommendations with just a couple of clicks. We aggregate Git data, capturing various activities like commits and pull requests, along with timestamps and author details, to enrich your project management experience. This approach not only simplifies tracking but also encourages a more collaborative and informed development environment.

Streamline your testing efforts with Testmo, a comprehensive platform designed for managing test cases, sessions, and automation seamlessly. With its powerful capabilities, users benefit from an exceptionally fast user interface and rich reporting features, while integrating effortlessly with popular tools like Jira, GitHub, and GitLab. As the most efficient test case management solution available, Testmo allows for easy organization of test cases, recording of results, and tracking of test executions with its adaptable management system. Tailored to fit your workflow, it enhances productivity through full customization and integration with the tools you already use. The platform prioritizes exploratory testing, session management, and note-taking as essential features, ensuring a comprehensive testing strategy. Efficiently handle your test sessions and spontaneous tests to support quick-release cycles and continuous delivery. Additionally, Testmo integrates fully with existing automation tools, CI pipelines, and build systems, enabling automated result submissions, test tracking, and failure reporting. This flexibility ensures compatibility with any tool, language, or platform, consolidating all of your test automation results into a single, centralized location for easy access and management. Ultimately, Testmo empowers teams to achieve greater efficiency and collaboration in their testing processes.

APIPark serves as a comprehensive, open-source AI gateway and API developer portal designed to streamline the management, integration, and deployment of AI services for developers and businesses alike. Regardless of the AI model being utilized, APIPark offers a seamless integration experience. It consolidates all authentication management and monitors API call expenditures, ensuring a standardized data request format across various AI models. When changing AI models or tweaking prompts, your application or microservices remain unaffected, which enhances the overall ease of AI utilization while minimizing maintenance expenses. Developers can swiftly integrate different AI models and prompts into new APIs, enabling the creation of specialized services like sentiment analysis, translation, or data analytics by leveraging OpenAI GPT-4 and customized prompts. Furthermore, the platform’s API lifecycle management feature standardizes the handling of APIs, encompassing aspects such as traffic routing, load balancing, and version control for publicly available APIs, ultimately boosting the quality and maintainability of these APIs. This innovative approach not only facilitates a more efficient workflow but also empowers developers to innovate more rapidly in the AI space.

SweKit empowers users to create PR agents that can review code, suggest enhancements, uphold coding standards, detect potential problems, automate merge approvals, and offer insights into best practices, thereby streamlining the review process and improving code quality. Additionally, it automates the development of new features, troubleshoots intricate issues, generates and executes tests, fine-tunes code for optimal performance, refactors for better maintainability, and ensures adherence to best practices throughout the codebase, which significantly boosts development speed and efficiency. With its sophisticated code analysis, advanced indexing, and smart file navigation tools, SweKit allows users to effortlessly explore and engage with extensive codebases. Users can pose questions, trace dependencies, uncover logic flows, and receive immediate insights, facilitating smooth interactions with complex code structures. Furthermore, it ensures that documentation remains aligned with the code by automatically updating Mintlify documentation whenever modifications are made to the codebase, guaranteeing that your documentation is precise, current, and accessible for both your team and users. This synchronization fosters a culture of transparency and keeps all stakeholders informed of the latest developments in the project's lifecycle.

Cloud Code comprises a collection of AI-enhanced plugins for well-known IDEs, streamlining the processes of creating, deploying, and integrating applications with Google Cloud. Integrated with Duet AI, it offers real-time assistance within your development environment. You can use Cloud Code with various IDEs, such as VS Code, JetBrains IDEs, Cloud Workstations, and Cloud Shell Editor. By incorporating Duet AI into these platforms, it accelerates development for GKE and Cloud Run through Skaffold integration, simplifies the creation of configuration files for various Google Cloud services, and facilitates the integration of Cloud APIs. With Duet AI acting as your intelligent partner, it helps you accomplish tasks more efficiently across Google Cloud and your IDE. Furthermore, Cloud Code enables seamless testing and debugging of applications hosted on Google Cloud directly from your IDE, accommodating various workloads, including Compute Engine, GKE, and Serverless functions. This seamless integration enhances your productivity by enabling a more cohesive development experience.