Blog
Insights, tips, and best practices for prompt engineering and AI development.
Testing Prompts 101: A Simple Evaluation Framework You Can Use Today
A lightweight, no-data-science-needed workflow to measure prompt quality, spot regressions, and ship AI features with confidence.
Prompt Patterns for Real Work: Summarize, Extract, Classify, Transform
A reusable library of four battle-tested prompt patterns you can drop into production today, with input/output contracts and quality checks that keep regressions out of production.
Zero-Shot vs One-Shot vs Few-Shot: When Examples Actually Help
A decision guide for choosing the right example strategy in production prompts, plus quick rules of thumb you can apply today.
How to Write Clear, Resilient Prompts (With a Simple Structure)
One reusable template and five tactics that turn fragile instructions into production-ready prompts.
From Random Prompts to a Repeatable Prompt Workflow
Turn scattered prompt experiments into a disciplined lifecycle that scales with your team and product.
Prompt Engineering Basics: A Practical Introduction for Teams
Strip away the hype and learn what prompt engineering actually involves, why most prompts fail, and how to structure prompts that behave reliably.