AI Writes Daily Without My Involvement
The article describes the author's journey in creating an AI-powered system to automatically generate daily essays on cultural events in Berlin, without human involvement.
Why it matters
This project demonstrates how AI can be used to automate the entire editorial process for a media platform, potentially reducing the need for human involvement.
Key Points
- 1The author wanted to build a media platform that covers Berlin's cultural life in a unique voice
- 2The system is designed as a multi-agent system that automates the entire editorial process, from event discovery to writing and publishing
- 3The system uses a combination of AI models (Claude Sonnet and Claude Opus) to handle different tasks like scouting, curation, writing, and critique
Details
The author, a developer, was motivated to create an AI-powered media platform that could cover cultural events in Berlin in a unique editorial voice, without the need for constant human involvement. The system is designed as a multi-agent system, with each agent responsible for a specific task in the editorial process, such as scouting for events, curating the best ones, writing the essays, and critiquing the drafts. The system uses a combination of AI models, including Claude Sonnet for fast tasks and Claude Opus for higher-quality writing and critique. The entire system is orchestrated by GitHub Actions on a cron schedule, with the author only needed to intervene when a GitHub Action crashes due to lack of Anthropic credits. The technical stack includes Python, Next.js, Tavily Search API, Resend for email notifications, and Telegram Bot API for a Russian-language channel.
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