AI tools for Cloud Engineers

Database connectors feel limited

Enterprise teams running open-source AI models in production get infrastructure that handles the heavy lifting without MLOps expertise

Vertex AI Model Garden is Google Cloud's catalog for finding, customizing and deploying machine learning models in one place.

Lambda is a GPU cloud built for training and serving AI models.

Beam is a cloud runtime for AI workloads that offers serverless GPUs, task queues and sandboxes through a Python, TypeScript and Go SDK.

Bits Investigation is an always-on AI SRE agent from Datadog that investigates alerts the moment they fire.

Cerebras builds wafer-scale AI chips and runs a cloud service that serves models at extremely high token speeds.

Amazon SageMaker is AWS's service for data, analytics and AI in one place.

CodeAnt AI is an exploit-based security platform that finds and proves vulnerabilities rather than only listing them.

Wave Terminal is an open-source terminal that combines a command line with file previews, a built-in editor, AI, web browsing and workspace organization.

Hyperbolic is a GPU cloud that rents out high-performance compute for training, fine-tuning and serving AI models.

Visual Studio Code is a free, open source code editor that runs on Windows, macOS and Linux and now includes built-in AI agents.

Amazon SageMaker JumpStart is a machine learning hub inside AWS that gives teams a fast way to find, evaluate and deploy models.