Markdown · Apache-2.0
amitshekhariitbhu/forward-deployed-engineer-roadmap
Forward Deployed Engineer Roadmap - A step-by-step roadmap to become a Forward Deployed Engineer (FDE) in AI, with a blog for every topic.
★ 195
Stars
27 forks · 0 open issues
+26/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
49.0
Momentum / 100
see the breakdown below
8d ago
Created
last push 2d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 27.3 | +26/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 15.0 | last push 2d ago; decays to zero at 180 days |
| Scale | 15 | 6.6 | 195 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 49.0 | sum of the above |
Detail
| Topics | aifdefde-interviewforward-deployed-engineerforward-deployed-engineeringroadmap |
| Matched on | Learning & Roadmaps (roadmap) |
| Short window | +129 stars over 5 days = 25.8/day |
| Long window | no snapshot 14–45 days old yet |
| Lifetime average | 31.80 stars/day over 6 days |
| First seen here | 2026-10-31 |
| Last read | 2d ago |