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Tigris Blog

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

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.
9 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.
19 min read

How do large language models get so large?How do large language models get so large?

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?
8 min read

What’s the Big Deal with Conditional Writes Support in S3?What’s the Big Deal with Conditional Writes Support in S3?

There has been a lot of enthusiasm about the recent announcement by AWS about support for Conditional Writes in S3. We will dive into why this is a big deal and what it means for developers. We will also explore CAS operations and how they relate to S3 Conditional Writes feature. Finally, we will discuss whether developers can now avoid client-side consensus mechanisms completely when using S3.
5 min read