FINDING #3583 · UNIT ID 476033242
djeada/Backend-Engineers-Guide
Welcome to my backend engineering notes. I've spent many hours organizing these Markdown files into clear topics, API design, databases, deployment, distributed systems, networking, performance, security, and more, each stored in the notes directory.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
24% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
3.57
ACCEL
-1.54
RETENTION
17.8%
PEAK 2026-08-23 · FORK-RETENTION 0.0% · 25 STARS / WINDOW
Author Audience
AUDIENCE
372
FOLLOWERS
203
OWNER ★
1,687
Engagement Signals
FORKS
20
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 25 / 25 (DIVERSITY 1.00)
Why This Is A Finding
djeada/Backend-Engineers-Guide собрал 25 звёзд за окно, тогда как у автора всего 203 подписчиков — эффективная аудитория ≈ 372. Это даёт surprise-индекс 0.00867 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 63% OF 9760 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9760 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 63%
VELOCITY3.573.71-0.14ABOVE 47%
RETENTION17.8%38.0%-20.2 PPABOVE 24%
FORKS2086-66ABOVE 20%
SURPRISE0.010.01-0.00ABOVE 46%