Schematics

Data on software development

An exploration of data on how we build and ship software — from generative AI and open source to IDEs and big tech.

Schematics

Open source AI is starting to diverge from open source code

Licensing data from GitHub and Hugging Face show how AI models and datasets prefer different licenses than public code repositories

Vector databases make the jump from relative obscurity to sudden fame

Search trends and open source activity show how quickly vector databases are stepping into the limelight

Is it the beginning of the end for software developers?

Data from Indeed shows the boom and bust of open software development positions

America is in the midst of an unprecedented wave of new AI companies

Since the start of the pandemic, America has seen a flurry of new business activity, especially around AI

As Google downsizes, so does its open source work

Open source contributions are falling at Google, but remain far above pre-pandemic levels

A new wave of developer tools are AI-powered and VC-backed

Data from the Visual Studio Code marketplace shows how the code editor is becoming a hotbed for AI

GitHub is steadily building an automation empire

Data on GitHub Actions reveal a steady boom in automated workflows

Newly-funded AI startups are rethinking the code editor

Fundraising data shows companies are raising money to build AI extensions for Visual Studio Code

Ecosystem and generative AI fueled GitHub Copilot

Data from the Internet Archive shows how GitHub Copilot has taken off