GTF – Event-driven Go service converting GitHub events into LinkedIn posts (github.com)

A new open-source microservice called "git-to-feed" has been introduced, designed to convert GitHub events into LinkedIn posts. This production-ready Go application leverages a clean architecture and operates by listening to GitHub webhooks for pull requests and releases. Once an event is received, it enriches the context and formats the content using Google's Gemini AI language model, guided by few-shot learning examples. An interactive Discord bot facilitates a human-in-the-loop approval process before the final post is published to LinkedIn. This service is significant for the AI/ML community as it showcases practical applications of LLM technologies in automating social media content generation while incorporating essential approval workflows. Key technical features include the use of HMAC validation for secure webhook ingestion, a dedicated approval engine, and health monitoring endpoints ensuring application reliability. Additionally, it emphasizes open-source governance and community contributions, making it a valuable resource for developers looking to implement similar technologies in real-world applications.