Behind the Scenes
Full transparency into how this digest is produced. Every article is AI-synthesized from multiple sources, scored, clustered, and editorially generated — all autonomously.
Processing Pipeline
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Init — Initialize
Resets processing state for the target date and ensures all data sources are synchronized. Makes every run idempotent — safe to re-run anytime.
Fetch — Collect articles
Collects articles from 30+ curated RSS sources with automatic retry and deduplication. Each source contributes up to 5 of its latest articles. Yesterday's content appears in today's digest, like a morning newspaper.
AI Analysis — Score & summarize
AI reads each article and produces a relevance score (0–10), bilingual headlines (EN/ZH), and concise summaries. Articles unrelated to AI are filtered out. All articles get bilingual titles for the full source overview.
AI Curation — Group & select
AI reviews all scored articles and groups related stories into thematic clusters, then ranks them by editorial importance, source diversity, and reader interest. The top 10 stories become the day's digest.
AI Synthesis — Editorial writing
For each selected story, AI reads the full source articles and writes an original bilingual editorial — weaving facts from multiple sources, noting disagreements, and providing context. Original voice, never copy-pasted.
Publish — Generate & publish
The finished digest is assembled into a structured document with full source attribution and automatically published to the website.