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📰 Dev.to · System Rationale

5 articles · Updated every 3 hours · View all reads

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RAG vs GraphRAG: When to Use What (From a Builder’s Perspective)
Dev.to · System Rationale 🔍 RAG & Vector Search ⚡ AI Lesson 1mo ago
RAG vs GraphRAG: When to Use What (From a Builder’s Perspective)
I wasted time overengineering a GraphRAG system… when a simple RAG pipeline would’ve done the job...
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Running AI Fully Offline on Mobile with Gemma 4 (Android + iOS)
Dev.to · System Rationale 1mo ago
Running AI Fully Offline on Mobile with Gemma 4 (Android + iOS)
I used to think “AI in apps” meant calling an API. Then I tried running the model inside the app...
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Running AI in the Browser with Gemma 4 (No API, No Server)
Dev.to · System Rationale 1mo ago
Running AI in the Browser with Gemma 4 (No API, No Server)
Most “AI apps” today are just API wrappers. That’s fine… until you care about latency, cost, or...
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Gemma 4 MoE: frontier quality at 1/10th the API cost
Dev.to · System Rationale 2mo ago
Gemma 4 MoE: frontier quality at 1/10th the API cost
Gemma 4 MoE: frontier quality at 1/10th the API cost gemma4 #moe #llm #openweights...
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Why your LLM agent fails at 3 AM (and how state machines fix it)
Dev.to · System Rationale 2mo ago
Why your LLM agent fails at 3 AM (and how state machines fix it)
Why your LLM agent fails at 3 AM (and how state machines fix it) agents #llm #langgraph...
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