AgenticAiLabs/Ai-Engineering-Roadmap — GitHub trend

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FINDING #2317 · 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

SURPRISE0.0122

ENGAGEMENT0.20

FRESHNESS1.00

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

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

1% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

4.33

ACCEL

-1.00

RETENTION

58.3%

PEAK 2026-07-13 · FORK-RETENTION 0.0% · 13 STARS / WINDOW

Author Audience

AUDIENCE

314

FOLLOWERS

OWNER ★

906

Engagement Signals

FORKS

176

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 13 / 13 (DIVERSITY 1.00)

Why This Is A Finding

AgenticAiLabs/Ai-Engineering-Roadmap собрал 13 звёзд за окно, тогда как у автора всего 67 подписчиков — эффективная аудитория ≈ 314. Это даёт surprise-индекс 0.0122 (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 54% OF 5024 FINDINGS

#07Mesh-LLM/mesh-llm[ RUST ]0.54 #11yuku-toolchain/yuku[ ZIG ]0.48 #18muscriptor/muscriptor[ PYTHON ]0.36 #38stablyai/orca[ TYPESCRIPT ]0.27 #59io-software-ai/palserver-gui[ TYPESCRIPT ]0.21

METRICS IN CONTEXT

MEDIAN ACROSS ALL 5024 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00+0.00ABOVE 54%

VELOCITY4.336.67-2.33ABOVE 30%

RETENTION58.3%46.5%+11.8 PPABOVE 62%

FORKS176116+60ABOVE 60%

SURPRISE0.010.01-0.00ABOVE 46%