From 36% to 100%: How Self-Improving Agents Write Their Own Skills — Rafal Wilinski, Runlayer
Published October 7, 2026
At a glance
Views
13,996
Likes
114
Comments
5
Performance vs. channel
All-time outlier score
Engagement rate
More features coming
We're working on new analytics and tools. Stay tuned.
About
When one agent finally cracks a hard problem, what if every agent in the company learned it too? Rafal Wilinski, founding engineer at Runlayer, shows how to go from one self-improving agent to a self-improving company. He explains why skills matter more as agents work longer (a bad start can send them down an hours-lo…
- Published
- October 7, 2026
- Made for kids
- No
More features coming
We're working on new analytics and tools. Stay tuned.
How From 36% to 100%: How Self-Improving Agents Write Their Own Skills — Rafal Wilinski, Runlayer is doing
It has 13.9K views in total. It ranks #15,419,028 among tracked YouTube videos by views.
Key facts about From 36% to 100%: How Self-Improving Agents Write Their Own Skills — Rafal Wilinski, Runlayer
- Total views
- 13.9K
- Total likes
- 114
- Total comments
- 5
- Published
- October 7, 2026
- Global rank by views
- #15,419,028
Frequently asked questions
How many views does From 36% to 100%: How Self-Improving Agents Write Their Own Skills — Rafal Wilinski, Runlayer have?
From 36% to 100%: How Self-Improving Agents Write Their Own Skills — Rafal Wilinski, Runlayer has 13,996 views, 114 likes and 5 comments, ranking #15,419,028 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.