Full Course: Spec-Driven Development with Coding Agents
Published September 22, 2026
At a glance
Views
403,286
Likes
4,613
Comments
144
Performance vs. channel
All-time outlier score
Engagement rate
More features coming
We're working on new analytics and tools. Stay tuned.
About
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/4hmJc2K You'll learn to: - Write a proje…
- Published
- September 22, 2026
- Made for kids
- No
More features coming
We're working on new analytics and tools. Stay tuned.
How Full Course: Spec-Driven Development with Coding Agents is doing
It has 403K views in total. It ranks #8,076,310 among tracked YouTube videos by views.
Key facts about Full Course: Spec-Driven Development with Coding Agents
- Total views
- 403K
- Total likes
- 4.61K
- Total comments
- 144
- Published
- September 22, 2026
- Global rank by views
- #8,076,310
Frequently asked questions
How many views does Full Course: Spec-Driven Development with Coding Agents have?
Full Course: Spec-Driven Development with Coding Agents has 403,286 views, 4,613 likes and 144 comments, ranking #8,076,310 among tracked YouTube videos by views.
How accurate are these YouTube video analytics?
View, like, and comment counts come from YouTube's public API and refresh regularly. Growth and revenue figures are estimates built from tracked historical data, so they can differ slightly from what the creator sees privately in YouTube Studio.
What is the outlier score?
How this video's views compare to the channel's usual Shorts or long-form video. A 2x score means double the usual views for that channel, 0.5x means half.
What is engagement rate and how is it calculated?
Likes and comments per view, compared to this channel's typical engagement rate — shown as above or below what's usual for the channel.
How is the revenue estimate calculated?
It's a rough public estimate based on a $0.7–$2.0 CPM (revenue per 1,000 views) applied to view count — not actual creator earnings, which depend on ad rates, audience geography, and monetization settings YouTube doesn't expose publicly.
Is this YouTube video analytics checker free?
Yes. You get 10 free channel and video analytics lookups per 24 hours without an account — logging in, which is also free, removes that limit entirely.