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#ai-engineering

Posts tagged with ai-engineering

2 posts

LLM-native recommendation architecture using generative language models to replace hand-crafted feature pipelines in production recommendation systems.

Use Cases • Jul 31, 2026 •13 min read

LLM-Native Recommendation Architecture After Netflix GenRec

Netflix's GenRec replaces thousands of hand-crafted ML features with an LLM-native recommendation architecture. Explore the engineering trade-offs for builders.

#llm-architecture #recommendation-systems +4

Illustration of a server network designed to orchestrate open source LLMs efficiently.

Engineering • Jul 16, 2026 •12 min read

Orchestrate Open Source LLMs vs Frontier Models

Should you orchestrate open source LLMs or call a single frontier model? We break down Sakana Fugu's claims and the real cost and latency tradeoffs.

#ai-engineering #llm-orchestration +3