Votes
9
Comments
4
What this means
1.7×Growing 1.7× faster than the typical comparable launch.
Compared to 51 comparable launches at the same age.
-34%Category cooling: Artificial Intelligence.
Launches down 34% week-over-week.
13Founder Conviction Index: 13 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
Prediction
Top-5 finish probability
11%
today
Projected end-of-day votes
9range 7–12
Trajectory
stable
Not enough snapshots yet to detect trajectory.
Speed vs peers
1.7×
51 comparable launches
About
Most ML teams run dev on GCP, prod on AWS. Every release = manual migration, weights break CI/CD, dev/prod drift. DeployByDesign removes the gap. One managed substrate for both. Promote models by reference, not file pushes. Days → hours. ✓ Zero-setup workspaces (Jupyter, VS Code, RStudio) ✓ Drive/OneDrive sync ✓ Full audit trail ✓ Managed backend & DevOps ✓ Auto-stop + one flat invoice
Vote & comment velocity
Scores
Velocity0.0
Vote pace vs avg
Momentum0.0
Sustained over 6h
Virality0.0
Spread × engagement
Engagement88.9
Comments per vote