Stop Upgrading Your AI Model (Build A Harness Instead)
Published October 30, 2026
At a glance
Views
134,380
Likes
1,335
Comments
45
Performance vs. channel
All-time outlier score
Engagement rate
More features coming
We're working on new analytics and tools. Stay tuned.
About
Sign up for the 100x Applied AI Cohort Waitlist: https://class.100xengineers.com/Md1qLT Join our Free Weekend Masterclasses on various AI topics: https://class.100xengineers.com/QBBCXj Harness Engineering Explained: 6 Layers That Make AI Reliable In this video, we break down harness engineering, the system you build…
- Published
- October 30, 2026
- Made for kids
- No
More features coming
We're working on new analytics and tools. Stay tuned.
How Stop Upgrading Your AI Model (Build A Harness Instead) is doing
It has 134K views in total. It ranks #12,146,177 among tracked YouTube videos by views.
Key facts about Stop Upgrading Your AI Model (Build A Harness Instead)
- Total views
- 134K
- Total likes
- 1.33K
- Total comments
- 45
- Published
- October 30, 2026
- Global rank by views
- #12,146,177
Frequently asked questions
How many views does Stop Upgrading Your AI Model (Build A Harness Instead) have?
Stop Upgrading Your AI Model (Build A Harness Instead) has 134,380 views, 1,335 likes and 45 comments, ranking #12,146,177 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.