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6 articles on llms

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8 min read

Prompt Engineering in 2026: What Actually Works

Forget the 'act as an expert' templates. After shipping dozens of LLM features in production, here are the prompt engineering techniques that actually improve outputs, reduce costs, and scale reliably.

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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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5 min read

Growth Loops Powered by LLMs: The New Viral Playbook

Traditional viral loops are predictable. LLM-powered loops adapt, generate, and scale automatically. Learn how to build growth loops that get smarter with every user.

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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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3 min read

Understanding LLM Context Windows: What 128K Really Means

Context window size is more than just a number. Let's explore what it actually means for your applications.

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