Engineering posts, optimization playbooks, customer stories, and the occasional product release.
Style-locked generation, per-channel rankers, native A/B testing on YouTube — all in private beta today.
A walkthrough of the four-pass analyzer that builds a behavioral model of your channel — without ever publishing a thing.
The analysis, the three changes that mattered, and the rollback plan we never had to use.
One-click variant deployment, real-time CTR ingestion, and per-surface lift attribution.
From face-with-emotion to typography weight — the full catalog, with median lift across our cohort.
Rebuilding our ranker signal around CTR-by-surface and retention, not raw views.
Why every variant we ship has to survive a homefeed-vs-suggested rebalance — and the four invariants we never cross.
Every variant we ship is a diff. Every diff is reversible. Here's the model.
Notes from running CloudRoad against channels four orders of magnitude apart in audience size.
Twelve channels, eighty-three A/B tests, a few surprises, and one thing we didn't expect.
A 2-page primer on what your CTR is really telling you about views you didn't get.
How to think about the three-axis tradeoff without spreadsheets.
When predictability beats reactivity, and how to know which side you're on.