Skip to main content

Tigris Blog

A multi-cloud, S3-compatible object storage service for low latency data access anywhere.

Sharing Files with the Model Context ProtocolSharing Files with the Model Context Protocol

We built a tool to upload a file to a bucket and then create a sharable URL. Sounds so easy an AI could do it, but can it? Models struggle to break down multi-step tasks, so we design higher order tools for them.
10 min read

Going beyond vibe codingGoing beyond vibe coding

AI tools can make coding easier, but they can also introduce subtle errors that can turn out really bad if you're not careful.
11 min read

AI’s Impending Left-pad ScenarioAI’s Impending Left-pad Scenario

Your AI workflows rely on models that other people post on the Internet. How can you be sure that they'll stay up? Today Xe covers the history of the infamous left-pad incident of 2016 and how it could happen again with AI.
10 min read

DeepSeek R1 is good enoughDeepSeek R1 is good enough

DeepSeek R1 is a frontier-grade reasoning model that you can run on your own hardware. In this article, Xe digs through the papers and slices past the hype to explain what DeepSeek R1 really gives users and how the model is revolutionary for what it is.
20 min read

How Beam runs GPUs anywhereHow Beam runs GPUs anywhere

Learn how Beam offers serverless GPUs optimized for developer productivity, across many clouds. By moving object storage to a separate managed service, Beam no longer needed to worry about it as another variable when designing for consistency across clouds.
6 min read

Training with Big Data on Any CloudTraining with Big Data on Any Cloud

Training AI models on Big Data can be challenging due to the need for flexible storage and compute. Tigris, a cloud-agnostic storage layer, enables decoupling of storage from compute, making it easier to manage data and model weights across clouds. Tools like SkyPilot that abstract cloud providers and operating system configuration simplifies the compute layer, allowing for seamless data transfer between clouds using Tigris.
22 min read

Becoming your own Docker Registry with TigrisBecoming your own Docker Registry with Tigris

Tigris lets you store your objects around the world so that you beat the speed of light getting your data to your users faster. Sometimes those include Docker images so that you can spin up more GPU time without having to download or manage your models separately. Join on in and learn how you can become your own Docker registry!
5 min read