Karpathy Reads
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// SYSTEM.DOCS

HOW IT WORKS

Daily digest of 89 top tech blogs curated by Andrej Karpathy. The system collects new posts, scores them for substance and originality, and surfaces the best long-form writing across systems, security, programming, and engineering culture.

PIPELINE
04
01 COLLECT

RSS feeds polled every 24h from 89 blogs. Deduplicated by URL, filtered to last 24h.

02 SCORE

Composite score: source authority weight, AI-relevance boost, timeliness decay. AI/ML/LLM content is prioritized.

03 AI EDIT

Not just selection — AI merges related posts from different blogs into a single narrative. Multiple posts on the same topic become one cohesive featured story with editorial analysis.

04 LOCALIZE

Not machine translation — AI rewrites each story in EN/ZH/JA with natural phrasing, domain terminology, and culturally appropriate tone.

SOURCE WEIGHTS
89

Each blog has an authority weight (5-9) that influences ranking when many posts compete on the same day. A great post from any source still gets selected — weight is a tiebreaker, not a filter. Additionally, AI uses editorial guidelines to prioritize AI/ML/LLM-related content: posts about AI engineering, LLM applications, and machine learning are boosted regardless of source weight.

Target audience: engineers, programmers, and the technically curious.

DISCLAIMER

Headlines and summaries are generated by AI and may contain inaccuracies. All original writing belongs to the respective authors.

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