JFrog Artifactory
The Industry Standard Universal Binary Repository Manager.
Supports all major package types (over 27 and growing) such as Maven, npm, Python, NuGet, Gradle, Go, and Helm including Kubernetes and Docker as well as integration with leading CI servers and DevOps tools that you already use.
Additional functionalities include:
- High Availability that scales to infinity with active/active clustering of your DevOps environment and scales as business grows
- On-Prem, Cloud, Hybrid, or Multi-Cloud Solution
- De Facto Kubernetes Registry managing application packages, operating system’s component dependencies, open source libraries, Docker containers, and Helm charts with full visibility of all dependencies. Compatible with a growing list of Kubernetes cluster providers.
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mirrord
mirrord is an open-source tool that runs any process, on a developer's machine or in an AI agent's environment, as if it were a pod in a remote Kubernetes cluster: real env vars, DNS, network, and traffic, with no deployment step.
mirrord lets developers and AI coding agents (Claude Code, Cursor, Codex) work against the cluster's real APIs, databases, and queues from the first line of code, shortening the loop from writing code to seeing it run on real infrastructure. An entire organization can share one staging cluster, with hundreds of developers and agents working concurrently without interfering with each other.
mirrord is MIT-licensed, ships as a CLI with IDE extensions for Cursor, Windsurf, VS Code and IntelliJ, and works at the OS level, so it supports any language and any Kubernetes cluster. The commercial offering, mirrord for Teams, makes shared-cluster concurrency safe at scale: concurrent steal-with-filter, RBAC, database branching, and queue splitting, and more.
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Google Kubernetes Engine (GKE)
Run advanced apps on a secured and managed Kubernetes service. GKE is an enterprise-grade platform for containerized applications, including stateful and stateless, AI and ML, Linux and Windows, complex and simple web apps, API, and backend services. Leverage industry-first features like four-way auto-scaling and no-stress management. Optimize GPU and TPU provisioning, use integrated developer tools, and get multi-cluster support from SREs. Start quickly with single-click clusters. Leverage a high-availability control plane including multi-zonal and regional clusters. Eliminate operational overhead with auto-repair, auto-upgrade, and release channels. Secure by default, including vulnerability scanning of container images and data encryption. Integrated Cloud Monitoring with infrastructure, application, and Kubernetes-specific views. Speed up app development without sacrificing security.
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Telepresence
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.
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