FINDING #5298 · UNIT ID 1023243010
aegra/aegra
Open source alternative to LangGraph Platform (now LangSmith Deployments) - Self-hosted AI agent backend with FastAPI and PostgreSQL. Zero vendor lock-in, full control over your agent infrastructure.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
52% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
3.06
ACCEL
-0.00
RETENTION
18.1%
PEAK 2026-02-18 · FORK-RETENTION 0.0% · 551 STARS / WINDOW
Author Audience
AUDIENCE
227
FOLLOWERS
5
OWNER ★
1,062
Engagement Signals
FORKS
205
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 551 / 551 (DIVERSITY 1.00)
Why This Is A Finding
aegra/aegra собрал 551 звёзд за окно, тогда как у автора всего 5 подписчиков — эффективная аудитория ≈ 227. Это даёт surprise-индекс 0.0115 (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 21% OF 6691 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6691 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 21%
VELOCITY3.063.19-0.13ABOVE 48%
RETENTION18.1%10.5%+7.6 PPABOVE 71%
FORKS20595+110ABOVE 71%
SURPRISE0.010.01+0.00ABOVE 53%