Tigris Blog

How AI is transforming software development from autocomplete to autonomous agents, and what this means for the future of coding.

Tigris has achieved SOC 2 Type II certification, signifying our high standard for security and operations.

You can update your S3 libraries again. All is good.

AI models, comprised mainly of floating-point numbers, function by processing inputs through various components like tokenizers and embedding models. They range in size from gigabytes to terabytes, with larger parameter counts enhancing performance and nuance representation. How do they get so large though?

If you've recently upgraded boto3 or the JavaScript S3 client, file uploads may fail due to a required Content-Length header. Downgrade boto3 to version 1.35.x and the JavaScript client to v3.728.0 to resolve this issue until Tigris releases an update for compatibility with new versions.

Object storage can be used as a filesystem in Kubernetes with the right setup. Here's how I set it up on my homelab cluster and the tradeoffs I made in the process.

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.

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.

This AI stuff is cool, but GPU inference is not needed all of the time. Most of the time your instances stay idle, which means you're just burning investor money without any real benefit. Today we'll learn how to make your compute spread between hosts nomadically, hunting deals and using Tigris to make it all possible.