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3 articles on engineering

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7 min read

LLM Cost Optimization: Cut Your API Bill by 80%

Spending $10K+/month on OpenAI or Anthropic? Here are the exact tactics that reduced our LLM costs from $15K to $3K/month without sacrificing quality.

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4 min read

5 Common RAG Pipeline Mistakes (And How to Fix Them)

Retrieval-Augmented Generation is powerful, but these common pitfalls can tank your accuracy. Here's what to watch for.

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4 min read

Fine-tuning vs Prompting: The Real Trade-offs

An honest look at when each approach makes sense, with real cost comparisons and performance data.

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