microsoft/ai-agents-for-beginners — GitHub trend

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FINDING #538 · UNIT ID 895508656

microsoft/ai-agents-for-beginners

18 Lessons to Get Started Building AI Agents

[ JUPYTER NOTEBOOK ][ ORG ][ VERIFIED ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE<0.000001

ENGAGEMENT1.02

FRESHNESS1.45

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

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

0% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

2.38

ACCEL

+0.07

RETENTION

27.9%

PEAK 2026-09-06 · FORK-RETENTION 31.9% · 214 STARS / WINDOW

Author Audience

AUDIENCE

3,851,294

FOLLOWERS

129,558

OWNER ★

2,774,643

Engagement Signals

FORKS

24,577

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 213 / 214 (DIVERSITY 1.00)

Why This Is A Finding

microsoft/ai-agents-for-beginners собрал 214 звёзд за окно, тогда как у автора всего 129,558 подписчиков — эффективная аудитория ≈ 3,851,294. Это даёт surprise-индекс <0.000001 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 31.9% и 8 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.

Related Findings

RANKS ABOVE 4% OF 563 FINDINGS

#226lyogavin/airllm[ JUPYTER NOTEBOOK ]0.000907 #250Lordog/dive-into-llms[ JUPYTER NOTEBOOK ]0.000733 #458rasbt/LLMs-from-scratch[ JUPYTER NOTEBOOK ]0.000036 #466jackfrued/Python-100-Days[ JUPYTER NOTEBOOK ]0.000033 #540microsoft/generative-ai-for-beginners[ JUPYTER NOTEBOOK ]<0.000001

METRICS IN CONTEXT

MEDIAN ACROSS ALL 563 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 4%

VELOCITY2.382.77-0.39ABOVE 38%

RETENTION27.9%22.5%+5.4 PPABOVE 61%

FORKS24,5771,997+22,580ABOVE 94%

SURPRISE0.000.00-0.00ABOVE 1%