AgenticAiLabs/Ai-Engineering-Roadmap — GitHub trend

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FINDING #3905 · UNIT ID 983041516

AgenticAiLabs/Ai-Engineering-Roadmap

Path to becoming a self-taught AI Engineer - a curated, open-source curriculum modeled after OSSU.

[ ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0095

ENGAGEMENT0.32

FRESHNESS1.00

SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE

SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)

3% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

3.86

ACCEL

-0.54

RETENTION

58.3%

PEAK 2026-08-22 · FORK-RETENTION 0.0% · 27 STARS / WINDOW

Author Audience

AUDIENCE

366

FOLLOWERS

OWNER ★

1,084

Engagement Signals

FORKS

196

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 27 / 27 (DIVERSITY 1.00)

Why This Is A Finding

AgenticAiLabs/Ai-Engineering-Roadmap собрал 27 звёзд за окно, тогда как у автора всего 76 подписчиков — эффективная аудитория ≈ 366. Это даёт surprise-индекс 0.0095 (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 60% OF 9760 FINDINGS

#06dsh-market/dsh-market[ TYPESCRIPT ]0.44 #11dsh-tauri-desk/deepseek-harness-desktop[ RUST ]0.38 #41trailhq/Graft[ TYPESCRIPT ]0.25 #48awesome-dsh-plugin/awesome-dsh-plugin[ PYTHON ]0.24 #49HarnessRouter/harnessrouter[ PYTHON ]0.24

METRICS IN CONTEXT

MEDIAN ACROSS ALL 9760 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00+0.00ABOVE 60%

VELOCITY3.863.71+0.14ABOVE 50%

RETENTION58.3%38.0%+20.3 PPABOVE 78%

FORKS19686+110ABOVE 70%

SURPRISE0.010.01-0.00ABOVE 49%