Jellyfish Reports Analysis of 100 Million Pull Requests

Sep 24, 2026
Jellyfish says its platform has analyzed more than 100 million pull requests from over 275,000 software engineers, along with 90 million prompts and 150 trillion tokens.

Jellyfish said in a press release that its platform has analyzed more than 100 million pull requests from over 275,000 software engineers. It has also processed more than 90 million prompts and 150 trillion tokens, providing data on coding assistant usage, token spending and return on investment.

The platform runs on Amazon Web Services, is available through AWS Marketplace and combines AI usage signals with source control, work tracking and software delivery data. Jellyfish also received the AWS Generative AI Competency, which recognizes its technical capabilities and customer deployments involving generative AI.

We hope you enjoyed this article

Consider subscribing to one of our newsletters like AI Programming Weekly or Daily AI Brief.

Also, consider following us on social media:

AI Brief AI Brief (X)
Free newsletter

AI Programming Weekly

Weekly news about AI tools for software engineers, AI enabled IDE's and much more.

AI Token Webinar

Whitepaper

Tensordyne Napier: What If One Rack Could Do the Work of Nine?

Tensordyne

This Tensordyne whitepaper presents Napier, an inference-focused AI processor and rack-scale system based on the company’s TDN Math logarithmic number system. It examines infrastructure requirements for large mixture-of-experts and agentic models, compares major inference architecture approaches, and details the TDN AIP processor, TDN72 pod, TDN Link fabric, and Napier Ultra configuration. The paper reports simulation-based performance, cost, and accuracy-validation results, including Tensordyne’s projected comparison of one Napier rack with a nine-rack Nvidia Rubin plus Groq deployment; the chip is reported as taped out and in fabrication.

Read more

You may also like

Free, six days a week

Daily AI Brief: the AI news that matters, in your inbox.