Found a great production use case for Jev.
I used Jev to organize ~2.3K AI research papers. The total cost was $0.14, and it took about 83 seconds. The process: The papers already had old tags, which I ran through a previous open model (DeepSeek V4 Flash). However, I
The model announcement is one thing.
What happens next is more interesting. DeepSeek v4.1 Flash climbed from 3.20% to 26.73% of daily token share in our dataset in nine days—then eased back. Watch the September adoption curve unfold.
Deepseek harness gives seo teams a free, fully open AI agent stack
Track every step the AI takes and catch thin content before it goes live.
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