A technical deep dive into the AI-driven curation pipeline
5 feeds tracked · 1,110+ articles fetched daily at 06:00 UTC
AI multi-factor ranking: relevance, freshness, source quality, novelty
Top 50 articles ranked by predicted value to QA engineers
Static site rebuilt and published at 08:00 UTC daily
Feeds Tracked
5
OpenAI Blog, Google AI, Cloudflare, Microsoft, Lobsters
Articles Scanned Daily
1,110
Aggregate across all sources
Articles Selected Daily
50
4.5% selection rate for quality
Update Cycle
06:00 → 08:00 UTC
Fetch, process, publish daily
Articles are ranked by predicted value to QA engineers based on keywords, topics, and historical engagement.
Recent articles receive a boost to ensure you see the latest news and developments in the field.
Feeds are pre-curated for reliability and expertise. Higher-quality sources receive higher rankings.
Articles covering new topics or unique angles rank higher than duplicates or rehashes of recent news.
Feeds are fetched at 06:00 UTC daily. Articles are scored during the next two hours using multi-factor AI ranking.
The top 50 articles (4.5% of ~1,110 fetched) are selected based on combined relevance, freshness, quality, and novelty scores.
Results are published at 08:00 UTC daily to the QA News website. Fresh picks are ready every morning for your review.
The pipeline tracks 5 RSS feeds covering 1,110+ articles daily. An 4.5% selection rate ensures only the best make the cut.