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DevOps & AI

DevDigest

AI-Powered GitHub Activity Digest

Cloud-native developer intelligence tool that summarizes team git commits and PRs into concise daily briefings delivered to Discord. Evolved from an n8n workflow into AWS Lambda, EC2, and Docker.

  • AWS Lambda
  • EC2
  • Docker
  • Python
  • Discord API
  • AI Agents
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DevDigest website showing its GitHub activity digest introduction
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Context

A developer tooling concept that turns GitHub activity into a concise daily briefing delivered where engineering teams already communicate: Discord.

The challenge

Commits, pull requests, and issues can be difficult to scan across a busy repository. The product focuses that activity into a readable update without asking the team to change its workflow.

Approach

The workflow evolved from an n8n automation into a cloud-native stack using Python, AWS Lambda, EC2, Docker, the Discord API, and AI-generated summaries.

Key capabilities

  • Daily GitHub activity digests delivered to Discord
  • AI summaries with configurable casual, formal, or roast tones
  • A simple setup flow: connect repositories, choose a tone, and receive the briefing

Next project

Municipal HRMS