pguso/ai-agents-from-scratch — GitHub trend

FINDING #3622 · UNIT ID 1082137380

pguso/ai-agents-from-scratch

Demystify AI agents by building them yourself. Local LLMs, no black boxes, real understanding of function calling, memory, and ReAct patterns.

[ JAVASCRIPT ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00554

ENGAGEMENT0.47

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

6.86

ACCEL

+1.25

RETENTION

0.0%

PEAK 2026-08-10 · FORK-RETENTION 0.0% · 48 STARS / WINDOW

Author Audience

AUDIENCE

1,199

FOLLOWERS

381

OWNER ★

8,177

Engagement Signals

FORKS

660

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 48 / 48 (DIVERSITY 1.00)

Why This Is A Finding

pguso/ai-agents-from-scratch собрал 48 звёзд за окно, тогда как у автора всего 381 подписчиков — эффективная аудитория ≈ 1,199. Это даёт surprise-индекс 0.00554 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.

Related Findings

RANKS ABOVE 63% OF 9721 FINDINGS

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METRICS IN CONTEXT

MEDIAN ACROSS ALL 9721 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00+0.00ABOVE 63%

VELOCITY6.863.43+3.43ABOVE 70%

RETENTION0.0%32.1%-32.1 PPABOVE 0%

FORKS660130+530ABOVE 84%

SURPRISE0.010.01-0.00ABOVE 47%