AI & Tools desk — breakout report
Jev Explained for Python Developers
Dave Ebbelaar's upload has reached 40.3K views — about 4.1× the ≈9.8K this channel typically draws at the same age.
Key facts
- •4.1x Dave Ebbelaar's own 90-day median — this channel normally draws about 9.8K views at the same age.
- •40.3K views so far, published 14 days ago.
- •Category: Science & Technology · Language: en · Quality: HD
- •"Breakout" is measured against this exact channel's trailing 90-day median at matching video age — not a generic niche average.
Updated 2026-09-21 20:30 UTC
View trajectory
Views this upload has gathered since it published, last measured about 168h in — from our own tracking.
Published Sep 21, 2026 · 14 days ago. How breakouts are measured →
From the creator
Download my free proposal template and an anonymized client proposal https://go.datalumina.com/vcK3LFa 🔗 Follow along with the Python examples https://github.com/daveebbelaar/ai-cookbook/tree/main/models/jev 📚 TypeSafe documentation https://docs.typesafe.ai/introduction 🎙️ The dictation tool I use, Glaido…
Category: Science & Technology · Language: en · Quality: HD
Topics: Knowledge · Technology
Tags: Jev, TypeSafe AI, Jev Python, System One models, Python tutorial, AI classification, structured outputs, Choice Score Noul, Claude Haiku, AI workflows, Python SDK, AI engineering
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