Live evaluation pipeline
Engine latency: ~100ms
1. Raw feed (500+ sources/day)
Source
Title
→
2. AI filter
🧠
System 1
→
3. Digest email (8:00 AM)
📬DigestFrog #248
Waiting for the next signal…
📬 Preview of yesterday's email
[AI / ML] A new open source model beats GPT-4 on coding benchmarks (Score: 9/10)
A factual two-sentence summary, no hype, with a direct link to the source.
[DEV & INFRA] A critical vulnerability found in a widely-used library (Score: 8/10)
100+ sources, 1% that actually matter
Hacker News
GitHub
TechCrunch
Ars Technica
Hugging Face
arXiv
🤖 OpenAI
Google AI
InfoQ
Dev.to
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Pricing
$9 / month
- 5 to 10 truly important articles per day, sorted from 500+
- Automatic filtering of commercial noise and clickbait
- 2-sentence summary per article, direct link to the source
- Delivered at 8:00 AM every morning, cancel anytime