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The AURE blog

Prompt engineering techniques, model comparisons, and product updates from the team building AURE.

Guides

Why role definition changes everything

A single line — 'You are an expert…' — can reshape a model's entire response. Here's the data behind it.

Sep 2026 5 min
Comparisons

Prompting ChatGPT vs Claude vs Gemini

The same prompt behaves differently across models. A practical field guide to tuning per target.

Aug 2026 7 min
Techniques

Few-shot examples: how many is enough?

When examples help, when they hurt, and how to structure them for consistent output.

Aug 2026 6 min
Product

Building a reusable prompt library

Turn your best prompts into templates with variables your whole team can share.

Jul 2026 4 min
Product

Measuring prompt quality objectively

How AURE turns a fuzzy 'good prompt' into a score you can track and improve over time.

Jul 2026 6 min