Introduction

Abstractions turns your GitHub activity into automated developer newsletters. It indexes your commits and pull requests, uses AI to extract the signal, and delivers a readable changelog to your team on a schedule you control.

What you can do

1. Connect your repositories — link a GitHub repo and Abstractions starts building context from your commit and PR history
2. Generate newsletters — AI drafts a newsletter from your recent activity; you review and send
3. Manage subscribers — send to workspace members, external email addresses, or both
4. Organise with topics — queue up topics for future newsletters to keep coverage consistent
5. Configure AI — bring your own Anthropic or OpenAI API keys; choose the model for indexing and generation

How the pieces fit together

1. You configure an AI provider so Abstractions has a model to work with
2. You connect GitHub so Abstractions can read your repository activity
3. You connect a repository and let it index
4. Abstractions generates newsletters on the schedule you set — or on demand

Where to go next

1. Getting Started — walk through the full setup in under 10 minutes
2. Configuring AI — add your API keys and choose your models
3. Integrations — connect GitHub to your workspace