daily-briefing

AI news aggregation for daily tech briefings works by collecting updates from multiple sources like GitHub, Hacker News, and arXiv, then comparing new items against a knowledge base to deduplicate and retain only meaningful new projects before summarization.

To automate daily tech briefing generation on a schedule, run the briefing playbook via cron automation. This scheduled workflow collects news, deduplicates content against a knowledge base, and synthesizes an audio MP3 summary with a text transcript.

Yes, you need TTS credential readiness to generate spoken MP3 summaries. The workflow requires validated text-to-speech credentials to convert AI summarizations into audio format, followed by post-TTS verification of the generated MP3 file.

The best way to convert aggregated news into an audio summary is to use an automated pipeline that applies AI summarization to deduplicated updates and then synthesizes the text into a warm-voiced MP3 briefing alongside a text transcript.

Yes, you can use this news aggregation workflow to collect updates from arXiv and GitHub. Multi-source collection gathers daily items from GitHub trending/rising, Hacker News, arXiv, and weather data for comprehensive tech briefings.

Automated daily briefing generation requires safe file handling with no shell-level delete operations. The workflow produces dated MP3 and text transcript files, applying bounded source counts and post-TTS verification to ensure safe output management.