AI & Tools desk — breakout report
Full Course: Spec-Driven Development with Coding Agents
DeepLearningAI's upload has reached 197.7K views — about 55.4× the ≈3.6K this channel typically draws at the same age.
Key facts
- •55.4x DeepLearningAI's own 90-day median — this channel normally draws about 3.6K views at the same age.
- •197.7K views so far, published 14 days ago.
- •Category: Education · 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 2026-09-23 01:50 UTC
View trajectory
Views this upload has gathered since it published, last measured about 168h in — from our own tracking.
Published Sep 22, 2026 · 14 days ago. How breakouts are measured →
From the creator
Vibe coding is fast, but it often produces code that doesn't match what you asked for. Spec-driven development is the disciplined alternative: write a clear markdown spec defining what to build, and let your coding agent implement it. Earn your certificate here: https://bit.ly/4ArdsT3 You'll learn to: - Write a…
Category: Education · Language: en · Quality: HD
Topics: Knowledge · Technology
Related breakouts
01 53.7× Gemini 4 Argon Just Changed AI Forever AI News Today | Julian Goldie Podcast · 23.3K VIEWS · NORMAL ≈ 434 · 6 DAYS AGO 02 38.4× What Is Jev? The AI Model That Doesn't Generate Text IBM Technology · 739.6K VIEWS · NORMAL ≈ 19.2K · 6 DAYS AGO 03 30.3× दादा-नाना के जमाने का रेडियो! Arpan 5 Band Radio Unboxing Sahil Free AI Tool · 12.7K VIEWS · NORMAL ≈ 421 · 8 DAYS AGOSubscribe — the AI & Tools desk
When a AI & Tools video runs 5–10× its own channel's normal, we catch it while it's still climbing — the biggest AI & Tools breakouts, one free weekly email. Add other desks anytime.
- One free email a week — the videos beating their own channel's baseline
- Ranked by multiplier, with the rising title topics that week
- FLASH the moment a channel you watch breaks out · one-click unsubscribe
Check your inbox to confirm — one tap and you're in.