Access Google’s most capable multimodal models. Train, test, and deploy AI with 200+ foundation models on one platform.
Vertex AI gives developers access to Gemini 3—Google’s most advanced reasoning and coding model—plus 200+ foundation models including Claude, Llama, and Gemma. Build generative AI apps with Vertex AI Studio, customize with fine-tuning, and deploy to production with enterprise-grade MLOps. New customers get $300 in free credits.
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Easily Host LLMs and Web Apps on Cloud Run
Run everything from popular models with on-demand NVIDIA L4 GPUs to web apps without infrastructure management.
Run frontend and backend services, batch jobs, host LLMs, and queue processing workloads without the need to manage infrastructure. Cloud Run gives you on-demand GPU access for hosting LLMs and running real-time AI—with 5-second cold starts and automatic scale-to-zero so you only pay for actual usage. New customers get $300 in free credit to start.
UI Test Automation Tool for Internet Explorer, using XML as scripting language. Uses the browser to record and generate user interaction/events, supports validation and custom hooks/plug-ins.
BugEye is an XML-based unit test creation framework. Being XML-based, it can be easily translated to almost any language. The current translations are C#, Java, JavaScript, and VisualBasic. Future translations include C++, Python, Perl, and PHP.
Avignon is an acceptance test system that allows you to write executable tests in a language that you define. It uses XML to define the syntax of the language but, if you choose to extend the language, leaves the semantics of the tests up to you.
From dev environments to AI training, choose preset or custom VMs with 1–96 vCPUs and industry-leading 99.95% uptime SLA.
Compute Engine delivers high-performance virtual machines for web apps, databases, containers, and AI workloads. Choose from general-purpose, compute-optimized, or GPU/TPU-accelerated machine types—or build custom VMs to match your exact specs. With live migration and automatic failover, your workloads stay online. New customers get $300 in free credits.
A common problem with testing tools such as NUnit and JUnit is the need to have reliable, consistent data to test against. This tool provides a way to load and unload test data into a database for unit test purposes (as well as any other data loading nee